id	sid	tid	token	lemma	pos
www-nature-com-2208	1	1	The	the	DT
www-nature-com-2208	1	2	FAIR	FAIR	NNP
www-nature-com-2208	1	3	Guiding	Guiding	NNP
www-nature-com-2208	1	4	Principles	Principles	NNPS
www-nature-com-2208	1	5	for	for	IN
www-nature-com-2208	1	6	scientific	scientific	JJ
www-nature-com-2208	1	7	data	data	NN
www-nature-com-2208	1	8	management	management	NN
www-nature-com-2208	1	9	and	and	CC
www-nature-com-2208	1	10	stewardship	stewardship	NN
www-nature-com-2208	1	11	|	|	NNP
www-nature-com-2208	1	12	Scientific	Scientific	NNP
www-nature-com-2208	1	13	Data	Data	NNP
www-nature-com-2208	1	14	Skip	Skip	NNP
www-nature-com-2208	1	15	to	to	IN
www-nature-com-2208	1	16	main	main	JJ
www-nature-com-2208	1	17	content	content	NN
www-nature-com-2208	1	18	Thank	thank	VBP
www-nature-com-2208	1	19	you	-PRON-	PRP
www-nature-com-2208	1	20	for	for	IN
www-nature-com-2208	1	21	visiting	visit	VBG
www-nature-com-2208	1	22	nature.com	nature.com	ADD
www-nature-com-2208	1	23	.	.	.
www-nature-com-2208	2	1	You	-PRON-	PRP
www-nature-com-2208	2	2	are	be	VBP
www-nature-com-2208	2	3	using	use	VBG
www-nature-com-2208	2	4	a	a	DT
www-nature-com-2208	2	5	browser	browser	NN
www-nature-com-2208	2	6	version	version	NN
www-nature-com-2208	2	7	with	with	IN
www-nature-com-2208	2	8	limited	limited	JJ
www-nature-com-2208	2	9	support	support	NN
www-nature-com-2208	2	10	for	for	IN
www-nature-com-2208	2	11	CSS	css	NN
www-nature-com-2208	2	12	.	.	.
www-nature-com-2208	3	1	To	to	TO
www-nature-com-2208	3	2	obtain	obtain	VB
www-nature-com-2208	3	3	the	the	DT
www-nature-com-2208	3	4	best	good	JJS
www-nature-com-2208	3	5	experience	experience	NN
www-nature-com-2208	3	6	,	,	,
www-nature-com-2208	3	7	we	-PRON-	PRP
www-nature-com-2208	3	8	recommend	recommend	VBP
www-nature-com-2208	3	9	you	-PRON-	PRP
www-nature-com-2208	3	10	use	use	VBP
www-nature-com-2208	3	11	a	a	DT
www-nature-com-2208	3	12	more	more	RBR
www-nature-com-2208	3	13	up	up	IN
www-nature-com-2208	3	14	to	to	IN
www-nature-com-2208	3	15	date	date	NN
www-nature-com-2208	3	16	browser	browser	NN
www-nature-com-2208	3	17	(	(	-LRB-
www-nature-com-2208	3	18	or	or	CC
www-nature-com-2208	3	19	turn	turn	VB
www-nature-com-2208	3	20	off	off	RP
www-nature-com-2208	3	21	compatibility	compatibility	NN
www-nature-com-2208	3	22	mode	mode	NN
www-nature-com-2208	3	23	in	in	IN
www-nature-com-2208	3	24	Internet	Internet	NNP
www-nature-com-2208	3	25	Explorer	Explorer	NNP
www-nature-com-2208	3	26	)	)	-RRB-
www-nature-com-2208	3	27	.	.	.
www-nature-com-2208	4	1	In	in	IN
www-nature-com-2208	4	2	the	the	DT
www-nature-com-2208	4	3	meantime	meantime	NN
www-nature-com-2208	4	4	,	,	,
www-nature-com-2208	4	5	to	to	TO
www-nature-com-2208	4	6	ensure	ensure	VB
www-nature-com-2208	4	7	continued	continued	JJ
www-nature-com-2208	4	8	support	support	NN
www-nature-com-2208	4	9	,	,	,
www-nature-com-2208	4	10	we	-PRON-	PRP
www-nature-com-2208	4	11	are	be	VBP
www-nature-com-2208	4	12	displaying	display	VBG
www-nature-com-2208	4	13	the	the	DT
www-nature-com-2208	4	14	site	site	NN
www-nature-com-2208	4	15	without	without	IN
www-nature-com-2208	4	16	styles	style	NNS
www-nature-com-2208	4	17	and	and	CC
www-nature-com-2208	4	18	JavaScript	JavaScript	NNP
www-nature-com-2208	4	19	.	.	.
www-nature-com-2208	5	1	Advertisement	advertisement	NN
www-nature-com-2208	5	2	View	View	NNP
www-nature-com-2208	5	3	all	all	DT
www-nature-com-2208	5	4	journals	journal	NNS
www-nature-com-2208	5	5	Search	Search	NNP
www-nature-com-2208	5	6	My	-PRON-	PRP$
www-nature-com-2208	5	7	Account	Account	NNP
www-nature-com-2208	5	8	Login	Login	NNP
www-nature-com-2208	5	9	Explore	Explore	NNP
www-nature-com-2208	5	10	content	content	NN
www-nature-com-2208	5	11	Journal	Journal	NNP
www-nature-com-2208	5	12	information	information	NN
www-nature-com-2208	5	13	Publish	publish	VB
www-nature-com-2208	5	14	with	with	IN
www-nature-com-2208	5	15	us	-PRON-	PRP
www-nature-com-2208	5	16	Sign	sign	VB
www-nature-com-2208	5	17	up	up	RP
www-nature-com-2208	5	18	for	for	IN
www-nature-com-2208	5	19	alerts	alert	NNS
www-nature-com-2208	5	20	RSS	RSS	NNP
www-nature-com-2208	5	21	feed	feed	NN
www-nature-com-2208	5	22	nature	nature	NN
www-nature-com-2208	5	23	scientific	scientific	JJ
www-nature-com-2208	5	24	data	data	NN
www-nature-com-2208	5	25	comment	comment	NN
www-nature-com-2208	5	26	article	article	NN
www-nature-com-2208	5	27	The	the	DT
www-nature-com-2208	5	28	FAIR	FAIR	NNP
www-nature-com-2208	5	29	Guiding	Guiding	NNP
www-nature-com-2208	5	30	Principles	Principles	NNPS
www-nature-com-2208	5	31	for	for	IN
www-nature-com-2208	5	32	scientific	scientific	JJ
www-nature-com-2208	5	33	data	data	NN
www-nature-com-2208	5	34	management	management	NN
www-nature-com-2208	5	35	and	and	CC
www-nature-com-2208	5	36	stewardship	stewardship	NN
www-nature-com-2208	5	37	Download	Download	NNP
www-nature-com-2208	5	38	PDF	PDF	NNP
www-nature-com-2208	5	39	Open	Open	NNP
www-nature-com-2208	5	40	Access	access	NN
www-nature-com-2208	5	41	Published	publish	VBN
www-nature-com-2208	5	42	:	:	:
www-nature-com-2208	5	43	15	15	CD
www-nature-com-2208	5	44	March	March	NNP
www-nature-com-2208	5	45	2016	2016	CD
www-nature-com-2208	5	46	The	the	DT
www-nature-com-2208	5	47	FAIR	FAIR	NNP
www-nature-com-2208	5	48	Guiding	Guiding	NNP
www-nature-com-2208	5	49	Principles	Principles	NNPS
www-nature-com-2208	5	50	for	for	IN
www-nature-com-2208	5	51	scientific	scientific	JJ
www-nature-com-2208	5	52	data	data	NN
www-nature-com-2208	5	53	management	management	NN
www-nature-com-2208	5	54	and	and	CC
www-nature-com-2208	5	55	stewardship	stewardship	NN
www-nature-com-2208	5	56	Mark	Mark	NNP
www-nature-com-2208	5	57	D.	D.	NNP
www-nature-com-2208	5	58	Wilkinson	Wilkinson	NNP
www-nature-com-2208	5	59	  	  	_SP
www-nature-com-2208	5	60	ORCID	ORCID	NNP
www-nature-com-2208	5	61	:	:	:
www-nature-com-2208	5	62	orcid.org/0000-0001-6960-357X1	orcid.org/0000-0001-6960-357X1	NNP
www-nature-com-2208	5	63	,	,	,
www-nature-com-2208	5	64	Michel	Michel	NNP
www-nature-com-2208	5	65	Dumontier	Dumontier	NNP
www-nature-com-2208	5	66	  	  	_SP
www-nature-com-2208	5	67	ORCID	ORCID	NNP
www-nature-com-2208	5	68	:	:	:
www-nature-com-2208	5	69	orcid.org/0000-0003-4727-94352	orcid.org/0000-0003-4727-94352	CD
www-nature-com-2208	5	70	,	,	,
www-nature-com-2208	5	71	IJsbrand	IJsbrand	NNP
www-nature-com-2208	5	72	Jan	Jan	NNP
www-nature-com-2208	5	73	Aalbersberg	Aalbersberg	NNP
www-nature-com-2208	5	74	  	  	_SP
www-nature-com-2208	5	75	ORCID	ORCID	NNP
www-nature-com-2208	5	76	:	:	:
www-nature-com-2208	5	77	orcid.org/0000-0002-0209-44803	orcid.org/0000-0002-0209-44803	CD
www-nature-com-2208	5	78	,	,	,
www-nature-com-2208	5	79	Gabrielle	Gabrielle	NNP
www-nature-com-2208	5	80	Appleton	Appleton	NNP
www-nature-com-2208	5	81	  	  	_SP
www-nature-com-2208	5	82	ORCID	ORCID	NNP
www-nature-com-2208	5	83	:	:	:
www-nature-com-2208	5	84	orcid.org/0000-0003-0179-73843	orcid.org/0000-0003-0179-73843	LS
www-nature-com-2208	5	85	,	,	,
www-nature-com-2208	5	86	Myles	Myles	NNP
www-nature-com-2208	5	87	Axton	Axton	NNP
www-nature-com-2208	5	88	  	  	_SP
www-nature-com-2208	5	89	ORCID	ORCID	NNP
www-nature-com-2208	5	90	:	:	:
www-nature-com-2208	5	91	orcid.org/0000-0002-8042-41314	orcid.org/0000-0002-8042-41314	CD
www-nature-com-2208	5	92	,	,	,
www-nature-com-2208	5	93	Arie	Arie	NNP
www-nature-com-2208	5	94	Baak	Baak	NNP
www-nature-com-2208	5	95	  	  	_SP
www-nature-com-2208	5	96	ORCID	ORCID	NNP
www-nature-com-2208	5	97	:	:	:
www-nature-com-2208	5	98	orcid.org/0000-0003-2829-67155	orcid.org/0000-0003-2829-67155	LS
www-nature-com-2208	5	99	,	,	,
www-nature-com-2208	5	100	Niklas	Niklas	NNP
www-nature-com-2208	5	101	Blomberg	Blomberg	NNP
www-nature-com-2208	5	102	  	  	_SP
www-nature-com-2208	5	103	ORCID	ORCID	NNP
www-nature-com-2208	5	104	:	:	:
www-nature-com-2208	5	105	orcid.org/0000-0003-4155-59106	orcid.org/0000-0003-4155-59106	CD
www-nature-com-2208	5	106	,	,	,
www-nature-com-2208	5	107	Jan	Jan	NNP
www-nature-com-2208	5	108	-	-	HYPH
www-nature-com-2208	5	109	Willem	Willem	NNP
www-nature-com-2208	5	110	Boiten	Boiten	NNP
www-nature-com-2208	5	111	  	  	_SP
www-nature-com-2208	5	112	ORCID	ORCID	NNP
www-nature-com-2208	5	113	:	:	:
www-nature-com-2208	5	114	orcid.org/0000-0003-0327-638X7	orcid.org/0000-0003-0327-638X7	NNP
www-nature-com-2208	5	115	,	,	,
www-nature-com-2208	5	116	Luiz	Luiz	NNP
www-nature-com-2208	5	117	Bonino	Bonino	NNP
www-nature-com-2208	5	118	da	da	NNP
www-nature-com-2208	5	119	Silva	Silva	NNP
www-nature-com-2208	5	120	Santos	Santos	NNP
www-nature-com-2208	5	121	  	  	_SP
www-nature-com-2208	5	122	ORCID	ORCID	NNP
www-nature-com-2208	5	123	:	:	:
www-nature-com-2208	5	124	orcid.org/0000-0002-1164-13518	orcid.org/0000-0002-1164-13518	LS
www-nature-com-2208	5	125	,	,	,
www-nature-com-2208	5	126	Philip	Philip	NNP
www-nature-com-2208	5	127	E.	E.	NNP
www-nature-com-2208	5	128	Bourne	Bourne	NNP
www-nature-com-2208	5	129	  	  	_SP
www-nature-com-2208	5	130	ORCID	ORCID	NNP
www-nature-com-2208	5	131	:	:	:
www-nature-com-2208	5	132	orcid.org/0000-0002-7618-72929	orcid.org/0000-0002-7618-72929	CD
www-nature-com-2208	5	133	,	,	,
www-nature-com-2208	5	134	Jildau	Jildau	NNP
www-nature-com-2208	5	135	Bouwman10	Bouwman10	NNP
www-nature-com-2208	5	136	,	,	,
www-nature-com-2208	5	137	Anthony	Anthony	NNP
www-nature-com-2208	5	138	J.	J.	NNP
www-nature-com-2208	5	139	Brookes	Brookes	NNP
www-nature-com-2208	5	140	  	  	_SP
www-nature-com-2208	5	141	ORCID	ORCID	NNP
www-nature-com-2208	5	142	:	:	:
www-nature-com-2208	5	143	orcid.org/0000-0001-8686-001711	orcid.org/0000-0001-8686-001711	CD
www-nature-com-2208	5	144	,	,	,
www-nature-com-2208	5	145	Tim	Tim	NNP
www-nature-com-2208	5	146	Clark	Clark	NNP
www-nature-com-2208	5	147	  	  	_SP
www-nature-com-2208	5	148	ORCID	ORCID	NNP
www-nature-com-2208	5	149	:	:	:
www-nature-com-2208	5	150	orcid.org/0000-0003-4060-736012	orcid.org/0000-0003-4060-736012	CD
www-nature-com-2208	5	151	,	,	,
www-nature-com-2208	5	152	Mercè	Mercè	NNP
www-nature-com-2208	5	153	Crosas	Crosas	NNP
www-nature-com-2208	5	154	  	  	_SP
www-nature-com-2208	5	155	ORCID	ORCID	NNP
www-nature-com-2208	5	156	:	:	:
www-nature-com-2208	5	157	orcid.org/0000-0003-1304-193913	orcid.org/0000-0003-1304-193913	NNP
www-nature-com-2208	5	158	,	,	,
www-nature-com-2208	5	159	Ingrid	Ingrid	NNP
www-nature-com-2208	5	160	Dillo	Dillo	NNP
www-nature-com-2208	5	161	  	  	_SP
www-nature-com-2208	5	162	ORCID	ORCID	NNP
www-nature-com-2208	5	163	:	:	:
www-nature-com-2208	5	164	orcid.org/0000-0001-5654-239214	orcid.org/0000-0001-5654-239214	NNP
www-nature-com-2208	5	165	,	,	,
www-nature-com-2208	5	166	Olivier	Olivier	NNP
www-nature-com-2208	5	167	Dumon	Dumon	NNP
www-nature-com-2208	5	168	  	  	_SP
www-nature-com-2208	5	169	ORCID	ORCID	NNP
www-nature-com-2208	5	170	:	:	:
www-nature-com-2208	5	171	orcid.org/0000-0001-8599-73453	orcid.org/0000-0001-8599-73453	CD
www-nature-com-2208	5	172	,	,	,
www-nature-com-2208	5	173	Scott	Scott	NNP
www-nature-com-2208	5	174	Edmunds	Edmunds	NNP
www-nature-com-2208	5	175	  	  	_SP
www-nature-com-2208	5	176	ORCID	ORCID	NNP
www-nature-com-2208	5	177	:	:	:
www-nature-com-2208	5	178	orcid.org/0000-0001-6444-143615	orcid.org/0000-0001-6444-143615	NN
www-nature-com-2208	5	179	,	,	,
www-nature-com-2208	5	180	Chris	Chris	NNP
www-nature-com-2208	5	181	T.	T.	NNP
www-nature-com-2208	5	182	Evelo	Evelo	NNP
www-nature-com-2208	5	183	  	  	_SP
www-nature-com-2208	5	184	ORCID	ORCID	NNP
www-nature-com-2208	5	185	:	:	:
www-nature-com-2208	5	186	orcid.org/0000-0002-5301-314216	orcid.org/0000-0002-5301-314216	NNP
www-nature-com-2208	5	187	,	,	,
www-nature-com-2208	5	188	Richard	Richard	NNP
www-nature-com-2208	5	189	Finkers	Finkers	NNP
www-nature-com-2208	5	190	  	  	_SP
www-nature-com-2208	5	191	ORCID	ORCID	NNP
www-nature-com-2208	5	192	:	:	:
www-nature-com-2208	5	193	orcid.org/0000-0002-4368-805817	orcid.org/0000-0002-4368-805817	LS
www-nature-com-2208	5	194	,	,	,
www-nature-com-2208	5	195	Alejandra	Alejandra	NNP
www-nature-com-2208	5	196	Gonzalez	Gonzalez	NNP
www-nature-com-2208	5	197	-	-	HYPH
www-nature-com-2208	5	198	Beltran	Beltran	NNP
www-nature-com-2208	5	199	  	  	_SP
www-nature-com-2208	5	200	ORCID	ORCID	NNP
www-nature-com-2208	5	201	:	:	:
www-nature-com-2208	5	202	orcid.org/0000-0003-3499-826218	orcid.org/0000-0003-3499-826218	NNS
www-nature-com-2208	5	203	,	,	,
www-nature-com-2208	5	204	Alasdair	Alasdair	NNP
www-nature-com-2208	5	205	J.G.	J.G.	NNP
www-nature-com-2208	6	1	Gray	Gray	NNP
www-nature-com-2208	6	2	  	  	_SP
www-nature-com-2208	6	3	ORCID	ORCID	NNP
www-nature-com-2208	6	4	:	:	:
www-nature-com-2208	6	5	orcid.org/0000-0002-5711-487219	orcid.org/0000-0002-5711-487219	NNP
www-nature-com-2208	6	6	,	,	,
www-nature-com-2208	6	7	Paul	Paul	NNP
www-nature-com-2208	6	8	Groth	Groth	NNP
www-nature-com-2208	6	9	  	  	_SP
www-nature-com-2208	6	10	ORCID	ORCID	NNP
www-nature-com-2208	6	11	:	:	:
www-nature-com-2208	6	12	orcid.org/0000-0003-0183-69103	orcid.org/0000-0003-0183-69103	NNP
www-nature-com-2208	6	13	,	,	,
www-nature-com-2208	6	14	Carole	Carole	NNP
www-nature-com-2208	6	15	Goble	Goble	NNP
www-nature-com-2208	6	16	  	  	_SP
www-nature-com-2208	6	17	ORCID	ORCID	NNP
www-nature-com-2208	6	18	:	:	:
www-nature-com-2208	6	19	orcid.org/0000-0003-1219-213720	orcid.org/0000-0003-1219-213720	CD
www-nature-com-2208	6	20	,	,	,
www-nature-com-2208	6	21	Jeffrey	Jeffrey	NNP
www-nature-com-2208	6	22	S.	S.	NNP
www-nature-com-2208	6	23	Grethe	Grethe	NNP
www-nature-com-2208	6	24	  	  	_SP
www-nature-com-2208	6	25	ORCID	ORCID	NNP
www-nature-com-2208	6	26	:	:	:
www-nature-com-2208	6	27	orcid.org/0000-0001-5212-705221	orcid.org/0000-0001-5212-705221	NNP
www-nature-com-2208	6	28	,	,	,
www-nature-com-2208	6	29	Jaap	Jaap	NNP
www-nature-com-2208	6	30	Heringa	Heringa	NNP
www-nature-com-2208	6	31	  	  	_SP
www-nature-com-2208	6	32	ORCID	ORCID	NNP
www-nature-com-2208	6	33	:	:	:
www-nature-com-2208	6	34	orcid.org/0000-0001-8641-493022	orcid.org/0000-0001-8641-493022	NNP
www-nature-com-2208	6	35	,	,	,
www-nature-com-2208	6	36	Peter	Peter	NNP
www-nature-com-2208	6	37	A.C	A.C	NNP
www-nature-com-2208	6	38	’	'	''
www-nature-com-2208	6	39	t	t	NNP
www-nature-com-2208	6	40	Hoen	Hoen	NNP
www-nature-com-2208	6	41	  	  	_SP
www-nature-com-2208	6	42	ORCID	ORCID	NNP
www-nature-com-2208	6	43	:	:	:
www-nature-com-2208	6	44	orcid.org/0000-0003-4450-311223	orcid.org/0000-0003-4450-311223	LS
www-nature-com-2208	6	45	,	,	,
www-nature-com-2208	6	46	Rob	Rob	NNP
www-nature-com-2208	6	47	Hooft	Hooft	NNP
www-nature-com-2208	6	48	  	  	_SP
www-nature-com-2208	6	49	ORCID	ORCID	NNP
www-nature-com-2208	6	50	:	:	:
www-nature-com-2208	6	51	orcid.org/0000-0001-6825-943924	orcid.org/0000-0001-6825-943924	NNP
www-nature-com-2208	6	52	,	,	,
www-nature-com-2208	6	53	Tobias	Tobias	NNP
www-nature-com-2208	6	54	Kuhn	Kuhn	NNP
www-nature-com-2208	6	55	  	  	_SP
www-nature-com-2208	6	56	ORCID	ORCID	NNP
www-nature-com-2208	6	57	:	:	:
www-nature-com-2208	6	58	orcid.org/0000-0002-1267-023425	orcid.org/0000-0002-1267-023425	CD
www-nature-com-2208	6	59	,	,	,
www-nature-com-2208	6	60	Ruben	Ruben	NNP
www-nature-com-2208	6	61	Kok22	Kok22	NNP
www-nature-com-2208	6	62	,	,	,
www-nature-com-2208	6	63	Joost	Joost	NNP
www-nature-com-2208	6	64	Kok	Kok	NNP
www-nature-com-2208	6	65	  	  	_SP
www-nature-com-2208	6	66	ORCID	ORCID	NNP
www-nature-com-2208	6	67	:	:	:
www-nature-com-2208	6	68	orcid.org/0000-0002-7352-140026	orcid.org/0000-0002-7352-140026	CD
www-nature-com-2208	6	69	,	,	,
www-nature-com-2208	6	70	Scott	Scott	NNP
www-nature-com-2208	6	71	J.	J.	NNP
www-nature-com-2208	6	72	Lusher	Lusher	NNP
www-nature-com-2208	6	73	  	  	_SP
www-nature-com-2208	6	74	ORCID	ORCID	NNP
www-nature-com-2208	6	75	:	:	:
www-nature-com-2208	6	76	orcid.org/0000-0003-2401-422327	orcid.org/0000-0003-2401-422327	NNP
www-nature-com-2208	6	77	,	,	,
www-nature-com-2208	6	78	Maryann	Maryann	NNP
www-nature-com-2208	6	79	E.	E.	NNP
www-nature-com-2208	6	80	Martone	Martone	NNP
www-nature-com-2208	6	81	  	  	_SP
www-nature-com-2208	6	82	ORCID	ORCID	NNP
www-nature-com-2208	6	83	:	:	:
www-nature-com-2208	6	84	orcid.org/0000-0002-8406-387128	orcid.org/0000-0002-8406-387128	CD
www-nature-com-2208	6	85	,	,	,
www-nature-com-2208	6	86	Albert	Albert	NNP
www-nature-com-2208	6	87	Mons29	Mons29	NNP
www-nature-com-2208	6	88	,	,	,
www-nature-com-2208	6	89	Abel	Abel	NNP
www-nature-com-2208	6	90	L.	L.	NNP
www-nature-com-2208	6	91	Packer	Packer	NNP
www-nature-com-2208	6	92	  	  	_SP
www-nature-com-2208	6	93	ORCID	ORCID	NNP
www-nature-com-2208	6	94	:	:	:
www-nature-com-2208	6	95	orcid.org/0000-0001-9610-572830	orcid.org/0000-0001-9610-572830	NNS
www-nature-com-2208	6	96	,	,	,
www-nature-com-2208	6	97	Bengt	Bengt	NNP
www-nature-com-2208	6	98	Persson	Persson	NNP
www-nature-com-2208	6	99	  	  	_SP
www-nature-com-2208	6	100	ORCID	ORCID	NNP
www-nature-com-2208	6	101	:	:	:
www-nature-com-2208	6	102	orcid.org/0000-0003-3165-534431	orcid.org/0000-0003-3165-534431	NNP
www-nature-com-2208	6	103	,	,	,
www-nature-com-2208	6	104	Philippe	Philippe	NNP
www-nature-com-2208	6	105	Rocca	Rocca	NNP
www-nature-com-2208	6	106	-	-	HYPH
www-nature-com-2208	6	107	Serra	Serra	NNP
www-nature-com-2208	6	108	  	  	_SP
www-nature-com-2208	6	109	ORCID	ORCID	NNP
www-nature-com-2208	6	110	:	:	:
www-nature-com-2208	6	111	orcid.org/0000-0001-9853-566818	orcid.org/0000-0001-9853-566818	NNP
www-nature-com-2208	6	112	,	,	,
www-nature-com-2208	6	113	Marco	Marco	NNP
www-nature-com-2208	6	114	Roos	Roos	NNP
www-nature-com-2208	6	115	  	  	_SP
www-nature-com-2208	6	116	ORCID	ORCID	NNP
www-nature-com-2208	6	117	:	:	:
www-nature-com-2208	6	118	orcid.org/0000-0002-8691-772X32	orcid.org/0000-0002-8691-772X32	NNP
www-nature-com-2208	6	119	,	,	,
www-nature-com-2208	6	120	Rene	Rene	NNP
www-nature-com-2208	6	121	van	van	NNP
www-nature-com-2208	6	122	Schaik33	Schaik33	NNP
www-nature-com-2208	6	123	,	,	,
www-nature-com-2208	6	124	Susanna	Susanna	NNP
www-nature-com-2208	6	125	-	-	HYPH
www-nature-com-2208	6	126	Assunta	Assunta	NNP
www-nature-com-2208	6	127	Sansone	Sansone	NNP
www-nature-com-2208	6	128	  	  	_SP
www-nature-com-2208	6	129	ORCID	ORCID	NNP
www-nature-com-2208	6	130	:	:	:
www-nature-com-2208	6	131	orcid.org/0000-0001-5306-569018	orcid.org/0000-0001-5306-569018	NNP
www-nature-com-2208	6	132	,	,	,
www-nature-com-2208	6	133	Erik	Erik	NNP
www-nature-com-2208	6	134	Schultes	Schultes	NNP
www-nature-com-2208	6	135	  	  	_SP
www-nature-com-2208	6	136	ORCID	ORCID	NNP
www-nature-com-2208	6	137	:	:	:
www-nature-com-2208	6	138	orcid.org/0000-0001-8888-635X34	orcid.org/0000-0001-8888-635X34	NNP
www-nature-com-2208	6	139	,	,	,
www-nature-com-2208	6	140	Thierry	Thierry	NNP
www-nature-com-2208	6	141	Sengstag	Sengstag	NNP
www-nature-com-2208	6	142	  	  	_SP
www-nature-com-2208	6	143	ORCID	ORCID	NNP
www-nature-com-2208	6	144	:	:	:
www-nature-com-2208	6	145	orcid.org/0000-0002-7516-624635	orcid.org/0000-0002-7516-624635	NNP
www-nature-com-2208	6	146	,	,	,
www-nature-com-2208	6	147	Ted	Ted	NNP
www-nature-com-2208	6	148	Slater	Slater	NNP
www-nature-com-2208	6	149	  	  	_SP
www-nature-com-2208	6	150	ORCID	ORCID	NNP
www-nature-com-2208	6	151	:	:	:
www-nature-com-2208	6	152	orcid.org/0000-0003-1386-073136	orcid.org/0000-0003-1386-073136	NNP
www-nature-com-2208	6	153	,	,	,
www-nature-com-2208	6	154	George	George	NNP
www-nature-com-2208	6	155	Strawn37	Strawn37	NNP
www-nature-com-2208	6	156	,	,	,
www-nature-com-2208	6	157	Morris	Morris	NNP
www-nature-com-2208	6	158	A.	a.	NN
www-nature-com-2208	6	159	Swertz	Swertz	NNP
www-nature-com-2208	6	160	  	  	_SP
www-nature-com-2208	6	161	ORCID	ORCID	NNP
www-nature-com-2208	6	162	:	:	:
www-nature-com-2208	6	163	orcid.org/0000-0002-0979-340138	orcid.org/0000-0002-0979-340138	NNP
www-nature-com-2208	6	164	,	,	,
www-nature-com-2208	6	165	Mark	Mark	NNP
www-nature-com-2208	6	166	Thompson	Thompson	NNP
www-nature-com-2208	6	167	  	  	_SP
www-nature-com-2208	6	168	ORCID	ORCID	NNP
www-nature-com-2208	6	169	:	:	:
www-nature-com-2208	6	170	orcid.org/0000-0002-7633-144232	orcid.org/0000-0002-7633-144232	UH
www-nature-com-2208	6	171	,	,	,
www-nature-com-2208	6	172	Johan	Johan	NNP
www-nature-com-2208	6	173	van	van	NNP
www-nature-com-2208	6	174	der	der	IN
www-nature-com-2208	6	175	Lei39	Lei39	NNP
www-nature-com-2208	6	176	,	,	,
www-nature-com-2208	6	177	Erik	Erik	NNP
www-nature-com-2208	6	178	van	van	NNP
www-nature-com-2208	6	179	Mulligen	Mulligen	NNP
www-nature-com-2208	6	180	  	  	_SP
www-nature-com-2208	6	181	ORCID	ORCID	NNP
www-nature-com-2208	6	182	:	:	:
www-nature-com-2208	6	183	orcid.org/0000-0003-1377-938639	orcid.org/0000-0003-1377-938639	LS
www-nature-com-2208	6	184	,	,	,
www-nature-com-2208	6	185	Jan	Jan	NNP
www-nature-com-2208	6	186	Velterop	Velterop	NNP
www-nature-com-2208	6	187	  	  	_SP
www-nature-com-2208	6	188	ORCID	ORCID	NNP
www-nature-com-2208	6	189	:	:	:
www-nature-com-2208	6	190	orcid.org/0000-0002-4836-656840	orcid.org/0000-0002-4836-656840	NNP
www-nature-com-2208	6	191	,	,	,
www-nature-com-2208	6	192	Andra	Andra	NNP
www-nature-com-2208	6	193	Waagmeester	Waagmeester	NNP
www-nature-com-2208	6	194	  	  	_SP
www-nature-com-2208	6	195	ORCID	ORCID	NNP
www-nature-com-2208	6	196	:	:	:
www-nature-com-2208	6	197	orcid.org/0000-0001-9773-400841	orcid.org/0000-0001-9773-400841	NNP
www-nature-com-2208	6	198	,	,	,
www-nature-com-2208	6	199	Peter	Peter	NNP
www-nature-com-2208	6	200	Wittenburg42	Wittenburg42	NNP
www-nature-com-2208	6	201	,	,	,
www-nature-com-2208	6	202	Katherine	Katherine	NNP
www-nature-com-2208	6	203	Wolstencroft	Wolstencroft	NNP
www-nature-com-2208	6	204	  	  	_SP
www-nature-com-2208	6	205	ORCID	ORCID	NNP
www-nature-com-2208	6	206	:	:	:
www-nature-com-2208	6	207	orcid.org/0000-0002-1279-513343	orcid.org/0000-0002-1279-513343	NNP
www-nature-com-2208	6	208	,	,	,
www-nature-com-2208	6	209	Jun	Jun	NNP
www-nature-com-2208	6	210	Zhao	Zhao	NNP
www-nature-com-2208	6	211	  	  	_SP
www-nature-com-2208	6	212	ORCID	ORCID	NNP
www-nature-com-2208	6	213	:	:	:
www-nature-com-2208	6	214	orcid.org/0000-0001-6935-902844	orcid.org/0000-0001-6935-902844	NNP
www-nature-com-2208	6	215	&	&	CC
www-nature-com-2208	6	216	Barend	Barend	NNP
www-nature-com-2208	6	217	Mons	Mons	NNPS
www-nature-com-2208	6	218	  	  	_SP
www-nature-com-2208	6	219	ORCID	ORCID	NNP
www-nature-com-2208	6	220	:	:	:
www-nature-com-2208	6	221	orcid.org/0000-0003-3934-007245,46,47	orcid.org/0000-0003-3934-007245,46,47	NNP
www-nature-com-2208	6	222	  	  	_SP
www-nature-com-2208	6	223	Scientific	Scientific	NNP
www-nature-com-2208	6	224	Data	Data	NNP
www-nature-com-2208	6	225	volume	volume	NN
www-nature-com-2208	6	226	 	  	_SP
www-nature-com-2208	6	227	3	3	CD
www-nature-com-2208	6	228	,	,	,
www-nature-com-2208	6	229	Article	article	NN
www-nature-com-2208	6	230	 	  	_SP
www-nature-com-2208	6	231	number	number	NN
www-nature-com-2208	6	232	:	:	:
www-nature-com-2208	6	233	 	  	_SP
www-nature-com-2208	6	234	160018	160018	CD
www-nature-com-2208	6	235	(	(	-LRB-
www-nature-com-2208	6	236	2016	2016	CD
www-nature-com-2208	6	237	)	)	-RRB-
www-nature-com-2208	6	238	Cite	cite	VB
www-nature-com-2208	6	239	this	this	DT
www-nature-com-2208	6	240	article	article	NN
www-nature-com-2208	6	241	196k	196k	CD
www-nature-com-2208	6	242	Accesses	Accesses	NNPS
www-nature-com-2208	6	243	2457	2457	CD
www-nature-com-2208	6	244	Citations	citation	NNS
www-nature-com-2208	6	245	1854	1854	CD
www-nature-com-2208	6	246	Altmetric	Altmetric	NNP
www-nature-com-2208	6	247	Metrics	Metrics	NNPS
www-nature-com-2208	6	248	details	detail	NNS
www-nature-com-2208	6	249	Subjects	Subjects	NNPS
www-nature-com-2208	6	250	Publication	Publication	NNP
www-nature-com-2208	6	251	characteristics	characteristic	NNS
www-nature-com-2208	6	252	Research	Research	NNP
www-nature-com-2208	6	253	data	datum	NNS
www-nature-com-2208	6	254	An	an	DT
www-nature-com-2208	6	255	Addendum	addendum	NN
www-nature-com-2208	6	256	to	to	IN
www-nature-com-2208	6	257	this	this	DT
www-nature-com-2208	6	258	article	article	NN
www-nature-com-2208	6	259	was	be	VBD
www-nature-com-2208	6	260	published	publish	VBN
www-nature-com-2208	6	261	on	on	IN
www-nature-com-2208	6	262	19	19	CD
www-nature-com-2208	6	263	March	March	NNP
www-nature-com-2208	6	264	2019	2019	CD
www-nature-com-2208	6	265	Abstract	Abstract	NNP
www-nature-com-2208	6	266	There	there	EX
www-nature-com-2208	6	267	is	be	VBZ
www-nature-com-2208	6	268	an	an	DT
www-nature-com-2208	6	269	urgent	urgent	JJ
www-nature-com-2208	6	270	need	need	NN
www-nature-com-2208	6	271	to	to	TO
www-nature-com-2208	6	272	improve	improve	VB
www-nature-com-2208	6	273	the	the	DT
www-nature-com-2208	6	274	infrastructure	infrastructure	NN
www-nature-com-2208	6	275	supporting	support	VBG
www-nature-com-2208	6	276	the	the	DT
www-nature-com-2208	6	277	reuse	reuse	NN
www-nature-com-2208	6	278	of	of	IN
www-nature-com-2208	6	279	scholarly	scholarly	JJ
www-nature-com-2208	6	280	data	datum	NNS
www-nature-com-2208	6	281	.	.	.
www-nature-com-2208	7	1	A	a	DT
www-nature-com-2208	7	2	diverse	diverse	JJ
www-nature-com-2208	7	3	set	set	NN
www-nature-com-2208	7	4	of	of	IN
www-nature-com-2208	7	5	stakeholders	stakeholder	NNS
www-nature-com-2208	7	6	—	—	:
www-nature-com-2208	7	7	representing	represent	VBG
www-nature-com-2208	7	8	academia	academia	NN
www-nature-com-2208	7	9	,	,	,
www-nature-com-2208	7	10	industry	industry	NN
www-nature-com-2208	7	11	,	,	,
www-nature-com-2208	7	12	funding	funding	NN
www-nature-com-2208	7	13	agencies	agency	NNS
www-nature-com-2208	7	14	,	,	,
www-nature-com-2208	7	15	and	and	CC
www-nature-com-2208	7	16	scholarly	scholarly	JJ
www-nature-com-2208	7	17	publishers	publisher	NNS
www-nature-com-2208	7	18	—	—	:
www-nature-com-2208	7	19	have	have	VBP
www-nature-com-2208	7	20	come	come	VBN
www-nature-com-2208	7	21	together	together	RB
www-nature-com-2208	7	22	to	to	TO
www-nature-com-2208	7	23	design	design	VB
www-nature-com-2208	7	24	and	and	CC
www-nature-com-2208	7	25	jointly	jointly	RB
www-nature-com-2208	7	26	endorse	endorse	VB
www-nature-com-2208	7	27	a	a	DT
www-nature-com-2208	7	28	concise	concise	JJ
www-nature-com-2208	7	29	and	and	CC
www-nature-com-2208	7	30	measureable	measureable	JJ
www-nature-com-2208	7	31	set	set	NN
www-nature-com-2208	7	32	of	of	IN
www-nature-com-2208	7	33	principles	principle	NNS
www-nature-com-2208	7	34	that	that	WDT
www-nature-com-2208	7	35	we	-PRON-	PRP
www-nature-com-2208	7	36	refer	refer	VBP
www-nature-com-2208	7	37	to	to	IN
www-nature-com-2208	7	38	as	as	IN
www-nature-com-2208	7	39	the	the	DT
www-nature-com-2208	7	40	FAIR	FAIR	NNP
www-nature-com-2208	7	41	Data	Data	NNPS
www-nature-com-2208	7	42	Principles	Principles	NNPS
www-nature-com-2208	7	43	.	.	.
www-nature-com-2208	8	1	The	the	DT
www-nature-com-2208	8	2	intent	intent	NN
www-nature-com-2208	8	3	is	be	VBZ
www-nature-com-2208	8	4	that	that	IN
www-nature-com-2208	8	5	these	these	DT
www-nature-com-2208	8	6	may	may	MD
www-nature-com-2208	8	7	act	act	VB
www-nature-com-2208	8	8	as	as	IN
www-nature-com-2208	8	9	a	a	DT
www-nature-com-2208	8	10	guideline	guideline	NN
www-nature-com-2208	8	11	for	for	IN
www-nature-com-2208	8	12	those	those	DT
www-nature-com-2208	8	13	wishing	wish	VBG
www-nature-com-2208	8	14	to	to	TO
www-nature-com-2208	8	15	enhance	enhance	VB
www-nature-com-2208	8	16	the	the	DT
www-nature-com-2208	8	17	reusability	reusability	NN
www-nature-com-2208	8	18	of	of	IN
www-nature-com-2208	8	19	their	-PRON-	PRP$
www-nature-com-2208	8	20	data	datum	NNS
www-nature-com-2208	8	21	holdings	holding	NNS
www-nature-com-2208	8	22	.	.	.
www-nature-com-2208	9	1	Distinct	distinct	JJ
www-nature-com-2208	9	2	from	from	IN
www-nature-com-2208	9	3	peer	peer	NN
www-nature-com-2208	9	4	initiatives	initiative	NNS
www-nature-com-2208	9	5	that	that	WDT
www-nature-com-2208	9	6	focus	focus	VBP
www-nature-com-2208	9	7	on	on	IN
www-nature-com-2208	9	8	the	the	DT
www-nature-com-2208	9	9	human	human	JJ
www-nature-com-2208	9	10	scholar	scholar	NN
www-nature-com-2208	9	11	,	,	,
www-nature-com-2208	9	12	the	the	DT
www-nature-com-2208	9	13	FAIR	FAIR	NNP
www-nature-com-2208	9	14	Principles	principle	NNS
www-nature-com-2208	9	15	put	put	VBD
www-nature-com-2208	9	16	specific	specific	JJ
www-nature-com-2208	9	17	emphasis	emphasis	NN
www-nature-com-2208	9	18	on	on	IN
www-nature-com-2208	9	19	enhancing	enhance	VBG
www-nature-com-2208	9	20	the	the	DT
www-nature-com-2208	9	21	ability	ability	NN
www-nature-com-2208	9	22	of	of	IN
www-nature-com-2208	9	23	machines	machine	NNS
www-nature-com-2208	9	24	to	to	TO
www-nature-com-2208	9	25	automatically	automatically	RB
www-nature-com-2208	9	26	find	find	VB
www-nature-com-2208	9	27	and	and	CC
www-nature-com-2208	9	28	use	use	VB
www-nature-com-2208	9	29	the	the	DT
www-nature-com-2208	9	30	data	datum	NNS
www-nature-com-2208	9	31	,	,	,
www-nature-com-2208	9	32	in	in	IN
www-nature-com-2208	9	33	addition	addition	NN
www-nature-com-2208	9	34	to	to	IN
www-nature-com-2208	9	35	supporting	support	VBG
www-nature-com-2208	9	36	its	-PRON-	PRP$
www-nature-com-2208	9	37	reuse	reuse	NN
www-nature-com-2208	9	38	by	by	IN
www-nature-com-2208	9	39	individuals	individual	NNS
www-nature-com-2208	9	40	.	.	.
www-nature-com-2208	10	1	This	this	DT
www-nature-com-2208	10	2	Comment	comment	NN
www-nature-com-2208	10	3	is	be	VBZ
www-nature-com-2208	10	4	the	the	DT
www-nature-com-2208	10	5	first	first	JJ
www-nature-com-2208	10	6	formal	formal	JJ
www-nature-com-2208	10	7	publication	publication	NN
www-nature-com-2208	10	8	of	of	IN
www-nature-com-2208	10	9	the	the	DT
www-nature-com-2208	10	10	FAIR	FAIR	NNP
www-nature-com-2208	10	11	Principles	Principles	NNPS
www-nature-com-2208	10	12	,	,	,
www-nature-com-2208	10	13	and	and	CC
www-nature-com-2208	10	14	includes	include	VBZ
www-nature-com-2208	10	15	the	the	DT
www-nature-com-2208	10	16	rationale	rationale	NN
www-nature-com-2208	10	17	behind	behind	IN
www-nature-com-2208	10	18	them	-PRON-	PRP
www-nature-com-2208	10	19	,	,	,
www-nature-com-2208	10	20	and	and	CC
www-nature-com-2208	10	21	some	some	DT
www-nature-com-2208	10	22	exemplar	exemplar	JJ
www-nature-com-2208	10	23	implementations	implementation	NNS
www-nature-com-2208	10	24	in	in	IN
www-nature-com-2208	10	25	the	the	DT
www-nature-com-2208	10	26	community	community	NN
www-nature-com-2208	10	27	.	.	.
www-nature-com-2208	11	1	Download	Download	NNP
www-nature-com-2208	11	2	PDF	PDF	NNP
www-nature-com-2208	11	3	Comment	comment	NN
www-nature-com-2208	11	4	Supporting	Supporting	NNP
www-nature-com-2208	11	5	discovery	discovery	NN
www-nature-com-2208	11	6	through	through	IN
www-nature-com-2208	11	7	good	good	JJ
www-nature-com-2208	11	8	data	data	NN
www-nature-com-2208	11	9	management	management	NN
www-nature-com-2208	11	10	Good	Good	NNP
www-nature-com-2208	11	11	data	data	NN
www-nature-com-2208	11	12	management	management	NN
www-nature-com-2208	11	13	is	be	VBZ
www-nature-com-2208	11	14	not	not	RB
www-nature-com-2208	11	15	a	a	DT
www-nature-com-2208	11	16	goal	goal	NN
www-nature-com-2208	11	17	in	in	IN
www-nature-com-2208	11	18	itself	-PRON-	PRP
www-nature-com-2208	11	19	,	,	,
www-nature-com-2208	11	20	but	but	CC
www-nature-com-2208	11	21	rather	rather	RB
www-nature-com-2208	11	22	is	be	VBZ
www-nature-com-2208	11	23	the	the	DT
www-nature-com-2208	11	24	key	key	JJ
www-nature-com-2208	11	25	conduit	conduit	NN
www-nature-com-2208	11	26	leading	lead	VBG
www-nature-com-2208	11	27	to	to	IN
www-nature-com-2208	11	28	knowledge	knowledge	NN
www-nature-com-2208	11	29	discovery	discovery	NN
www-nature-com-2208	11	30	and	and	CC
www-nature-com-2208	11	31	innovation	innovation	NN
www-nature-com-2208	11	32	,	,	,
www-nature-com-2208	11	33	and	and	CC
www-nature-com-2208	11	34	to	to	IN
www-nature-com-2208	11	35	subsequent	subsequent	JJ
www-nature-com-2208	11	36	data	datum	NNS
www-nature-com-2208	11	37	and	and	CC
www-nature-com-2208	11	38	knowledge	knowledge	NN
www-nature-com-2208	11	39	integration	integration	NN
www-nature-com-2208	11	40	and	and	CC
www-nature-com-2208	11	41	reuse	reuse	NN
www-nature-com-2208	11	42	by	by	IN
www-nature-com-2208	11	43	the	the	DT
www-nature-com-2208	11	44	community	community	NN
www-nature-com-2208	11	45	after	after	IN
www-nature-com-2208	11	46	the	the	DT
www-nature-com-2208	11	47	data	data	NN
www-nature-com-2208	11	48	publication	publication	NN
www-nature-com-2208	11	49	process	process	NN
www-nature-com-2208	11	50	.	.	.
www-nature-com-2208	12	1	Unfortunately	unfortunately	RB
www-nature-com-2208	12	2	,	,	,
www-nature-com-2208	12	3	the	the	DT
www-nature-com-2208	12	4	existing	exist	VBG
www-nature-com-2208	12	5	digital	digital	JJ
www-nature-com-2208	12	6	ecosystem	ecosystem	NN
www-nature-com-2208	12	7	surrounding	surround	VBG
www-nature-com-2208	12	8	scholarly	scholarly	JJ
www-nature-com-2208	12	9	data	data	NN
www-nature-com-2208	12	10	publication	publication	NN
www-nature-com-2208	12	11	prevents	prevent	VBZ
www-nature-com-2208	12	12	us	-PRON-	PRP
www-nature-com-2208	12	13	from	from	IN
www-nature-com-2208	12	14	extracting	extract	VBG
www-nature-com-2208	12	15	maximum	maximum	JJ
www-nature-com-2208	12	16	benefit	benefit	NN
www-nature-com-2208	12	17	from	from	IN
www-nature-com-2208	12	18	our	-PRON-	PRP$
www-nature-com-2208	12	19	research	research	NN
www-nature-com-2208	12	20	investments	investment	NNS
www-nature-com-2208	12	21	(	(	-LRB-
www-nature-com-2208	12	22	e.g.	e.g.	RB
www-nature-com-2208	12	23	,	,	,
www-nature-com-2208	12	24	ref	ref	NNP
www-nature-com-2208	12	25	.	.	.
www-nature-com-2208	13	1	1	1	LS
www-nature-com-2208	13	2	)	)	-RRB-
www-nature-com-2208	13	3	.	.	.
www-nature-com-2208	14	1	Partially	partially	RB
www-nature-com-2208	14	2	in	in	IN
www-nature-com-2208	14	3	response	response	NN
www-nature-com-2208	14	4	to	to	IN
www-nature-com-2208	14	5	this	this	DT
www-nature-com-2208	14	6	,	,	,
www-nature-com-2208	14	7	science	science	NN
www-nature-com-2208	14	8	funders	funder	NNS
www-nature-com-2208	14	9	,	,	,
www-nature-com-2208	14	10	publishers	publisher	NNS
www-nature-com-2208	14	11	and	and	CC
www-nature-com-2208	14	12	governmental	governmental	JJ
www-nature-com-2208	14	13	agencies	agency	NNS
www-nature-com-2208	14	14	are	be	VBP
www-nature-com-2208	14	15	beginning	begin	VBG
www-nature-com-2208	14	16	to	to	TO
www-nature-com-2208	14	17	require	require	VB
www-nature-com-2208	14	18	data	data	NN
www-nature-com-2208	14	19	management	management	NN
www-nature-com-2208	14	20	and	and	CC
www-nature-com-2208	14	21	stewardship	stewardship	NN
www-nature-com-2208	14	22	plans	plan	NNS
www-nature-com-2208	14	23	for	for	IN
www-nature-com-2208	14	24	data	datum	NNS
www-nature-com-2208	14	25	generated	generate	VBN
www-nature-com-2208	14	26	in	in	IN
www-nature-com-2208	14	27	publicly	publicly	RB
www-nature-com-2208	14	28	funded	funded	JJ
www-nature-com-2208	14	29	experiments	experiment	NNS
www-nature-com-2208	14	30	.	.	.
www-nature-com-2208	15	1	Beyond	beyond	IN
www-nature-com-2208	15	2	proper	proper	JJ
www-nature-com-2208	15	3	collection	collection	NN
www-nature-com-2208	15	4	,	,	,
www-nature-com-2208	15	5	annotation	annotation	NN
www-nature-com-2208	15	6	,	,	,
www-nature-com-2208	15	7	and	and	CC
www-nature-com-2208	15	8	archival	archival	NN
www-nature-com-2208	15	9	,	,	,
www-nature-com-2208	15	10	data	data	NN
www-nature-com-2208	15	11	stewardship	stewardship	NN
www-nature-com-2208	15	12	includes	include	VBZ
www-nature-com-2208	15	13	the	the	DT
www-nature-com-2208	15	14	notion	notion	NN
www-nature-com-2208	15	15	of	of	IN
www-nature-com-2208	15	16	‘	'	``
www-nature-com-2208	15	17	long	long	JJ
www-nature-com-2208	15	18	-	-	HYPH
www-nature-com-2208	15	19	term	term	NN
www-nature-com-2208	15	20	care	care	NN
www-nature-com-2208	15	21	’	'	''
www-nature-com-2208	15	22	of	of	IN
www-nature-com-2208	15	23	valuable	valuable	JJ
www-nature-com-2208	15	24	digital	digital	JJ
www-nature-com-2208	15	25	assets	asset	NNS
www-nature-com-2208	15	26	,	,	,
www-nature-com-2208	15	27	with	with	IN
www-nature-com-2208	15	28	the	the	DT
www-nature-com-2208	15	29	goal	goal	NN
www-nature-com-2208	15	30	that	that	WDT
www-nature-com-2208	15	31	they	-PRON-	PRP
www-nature-com-2208	15	32	should	should	MD
www-nature-com-2208	15	33	be	be	VB
www-nature-com-2208	15	34	discovered	discover	VBN
www-nature-com-2208	15	35	and	and	CC
www-nature-com-2208	15	36	re	re	VBN
www-nature-com-2208	15	37	-	-	VBN
www-nature-com-2208	15	38	used	use	VBN
www-nature-com-2208	15	39	for	for	IN
www-nature-com-2208	15	40	downstream	downstream	JJ
www-nature-com-2208	15	41	investigations	investigation	NNS
www-nature-com-2208	15	42	,	,	,
www-nature-com-2208	15	43	either	either	CC
www-nature-com-2208	15	44	alone	alone	RB
www-nature-com-2208	15	45	,	,	,
www-nature-com-2208	15	46	or	or	CC
www-nature-com-2208	15	47	in	in	IN
www-nature-com-2208	15	48	combination	combination	NN
www-nature-com-2208	15	49	with	with	IN
www-nature-com-2208	15	50	newly	newly	RB
www-nature-com-2208	15	51	generated	generate	VBN
www-nature-com-2208	15	52	data	datum	NNS
www-nature-com-2208	15	53	.	.	.
www-nature-com-2208	16	1	The	the	DT
www-nature-com-2208	16	2	outcomes	outcome	NNS
www-nature-com-2208	16	3	from	from	IN
www-nature-com-2208	16	4	good	good	JJ
www-nature-com-2208	16	5	data	data	NN
www-nature-com-2208	16	6	management	management	NN
www-nature-com-2208	16	7	and	and	CC
www-nature-com-2208	16	8	stewardship	stewardship	NN
www-nature-com-2208	16	9	,	,	,
www-nature-com-2208	16	10	therefore	therefore	RB
www-nature-com-2208	16	11	,	,	,
www-nature-com-2208	16	12	are	be	VBP
www-nature-com-2208	16	13	high	high	JJ
www-nature-com-2208	16	14	quality	quality	NN
www-nature-com-2208	16	15	digital	digital	JJ
www-nature-com-2208	16	16	publications	publication	NNS
www-nature-com-2208	16	17	that	that	WDT
www-nature-com-2208	16	18	facilitate	facilitate	VBP
www-nature-com-2208	16	19	and	and	CC
www-nature-com-2208	16	20	simplify	simplify	VB
www-nature-com-2208	16	21	this	this	DT
www-nature-com-2208	16	22	ongoing	ongoing	JJ
www-nature-com-2208	16	23	process	process	NN
www-nature-com-2208	16	24	of	of	IN
www-nature-com-2208	16	25	discovery	discovery	NN
www-nature-com-2208	16	26	,	,	,
www-nature-com-2208	16	27	evaluation	evaluation	NN
www-nature-com-2208	16	28	,	,	,
www-nature-com-2208	16	29	and	and	CC
www-nature-com-2208	16	30	reuse	reuse	VB
www-nature-com-2208	16	31	in	in	IN
www-nature-com-2208	16	32	downstream	downstream	JJ
www-nature-com-2208	16	33	studies	study	NNS
www-nature-com-2208	16	34	.	.	.
www-nature-com-2208	17	1	What	what	WP
www-nature-com-2208	17	2	constitutes	constitute	VBZ
www-nature-com-2208	17	3	‘	'	``
www-nature-com-2208	17	4	good	good	JJ
www-nature-com-2208	17	5	data	data	NN
www-nature-com-2208	17	6	management	management	NN
www-nature-com-2208	17	7	’	'	''
www-nature-com-2208	17	8	is	be	VBZ
www-nature-com-2208	17	9	,	,	,
www-nature-com-2208	17	10	however	however	RB
www-nature-com-2208	17	11	,	,	,
www-nature-com-2208	17	12	largely	largely	RB
www-nature-com-2208	17	13	undefined	undefined	JJ
www-nature-com-2208	17	14	,	,	,
www-nature-com-2208	17	15	and	and	CC
www-nature-com-2208	17	16	is	be	VBZ
www-nature-com-2208	17	17	generally	generally	RB
www-nature-com-2208	17	18	left	leave	VBN
www-nature-com-2208	17	19	as	as	IN
www-nature-com-2208	17	20	a	a	DT
www-nature-com-2208	17	21	decision	decision	NN
www-nature-com-2208	17	22	for	for	IN
www-nature-com-2208	17	23	the	the	DT
www-nature-com-2208	17	24	data	datum	NNS
www-nature-com-2208	17	25	or	or	CC
www-nature-com-2208	17	26	repository	repository	NN
www-nature-com-2208	17	27	owner	owner	NN
www-nature-com-2208	17	28	.	.	.
www-nature-com-2208	18	1	Therefore	therefore	RB
www-nature-com-2208	18	2	,	,	,
www-nature-com-2208	18	3	bringing	bring	VBG
www-nature-com-2208	18	4	some	some	DT
www-nature-com-2208	18	5	clarity	clarity	NN
www-nature-com-2208	18	6	around	around	IN
www-nature-com-2208	18	7	the	the	DT
www-nature-com-2208	18	8	goals	goal	NNS
www-nature-com-2208	18	9	and	and	CC
www-nature-com-2208	18	10	desiderata	desiderata	NN
www-nature-com-2208	18	11	of	of	IN
www-nature-com-2208	18	12	good	good	JJ
www-nature-com-2208	18	13	data	data	NN
www-nature-com-2208	18	14	management	management	NN
www-nature-com-2208	18	15	and	and	CC
www-nature-com-2208	18	16	stewardship	stewardship	NN
www-nature-com-2208	18	17	,	,	,
www-nature-com-2208	18	18	and	and	CC
www-nature-com-2208	18	19	defining	define	VBG
www-nature-com-2208	18	20	simple	simple	JJ
www-nature-com-2208	18	21	guideposts	guidepost	NNS
www-nature-com-2208	18	22	to	to	TO
www-nature-com-2208	18	23	inform	inform	VB
www-nature-com-2208	18	24	those	those	DT
www-nature-com-2208	18	25	who	who	WP
www-nature-com-2208	18	26	publish	publish	VBP
www-nature-com-2208	18	27	and/or	and/or	CC
www-nature-com-2208	18	28	preserve	preserve	VBP
www-nature-com-2208	18	29	scholarly	scholarly	JJ
www-nature-com-2208	18	30	data	datum	NNS
www-nature-com-2208	18	31	,	,	,
www-nature-com-2208	18	32	would	would	MD
www-nature-com-2208	18	33	be	be	VB
www-nature-com-2208	18	34	of	of	IN
www-nature-com-2208	18	35	great	great	JJ
www-nature-com-2208	18	36	utility	utility	NN
www-nature-com-2208	18	37	.	.	.
www-nature-com-2208	19	1	This	this	DT
www-nature-com-2208	19	2	article	article	NN
www-nature-com-2208	19	3	describes	describe	VBZ
www-nature-com-2208	19	4	four	four	CD
www-nature-com-2208	19	5	foundational	foundational	JJ
www-nature-com-2208	19	6	principles	principle	NNS
www-nature-com-2208	19	7	—	—	:
www-nature-com-2208	19	8	Findability	findability	NN
www-nature-com-2208	19	9	,	,	,
www-nature-com-2208	19	10	Accessibility	Accessibility	NNP
www-nature-com-2208	19	11	,	,	,
www-nature-com-2208	19	12	Interoperability	Interoperability	NNP
www-nature-com-2208	19	13	,	,	,
www-nature-com-2208	19	14	and	and	CC
www-nature-com-2208	19	15	Reusability	Reusability	NNP
www-nature-com-2208	19	16	—	—	:
www-nature-com-2208	19	17	that	that	WDT
www-nature-com-2208	19	18	serve	serve	VBP
www-nature-com-2208	19	19	to	to	TO
www-nature-com-2208	19	20	guide	guide	VB
www-nature-com-2208	19	21	data	data	NN
www-nature-com-2208	19	22	producers	producer	NNS
www-nature-com-2208	19	23	and	and	CC
www-nature-com-2208	19	24	publishers	publisher	NNS
www-nature-com-2208	19	25	as	as	IN
www-nature-com-2208	19	26	they	-PRON-	PRP
www-nature-com-2208	19	27	navigate	navigate	VBP
www-nature-com-2208	19	28	around	around	IN
www-nature-com-2208	19	29	these	these	DT
www-nature-com-2208	19	30	obstacles	obstacle	NNS
www-nature-com-2208	19	31	,	,	,
www-nature-com-2208	19	32	thereby	thereby	RB
www-nature-com-2208	19	33	helping	help	VBG
www-nature-com-2208	19	34	to	to	TO
www-nature-com-2208	19	35	maximize	maximize	VB
www-nature-com-2208	19	36	the	the	DT
www-nature-com-2208	19	37	added	add	VBN
www-nature-com-2208	19	38	-	-	HYPH
www-nature-com-2208	19	39	value	value	NN
www-nature-com-2208	19	40	gained	gain	VBN
www-nature-com-2208	19	41	by	by	IN
www-nature-com-2208	19	42	contemporary	contemporary	JJ
www-nature-com-2208	19	43	,	,	,
www-nature-com-2208	19	44	formal	formal	JJ
www-nature-com-2208	19	45	scholarly	scholarly	RB
www-nature-com-2208	19	46	digital	digital	JJ
www-nature-com-2208	19	47	publishing	publishing	NN
www-nature-com-2208	19	48	.	.	.
www-nature-com-2208	20	1	Importantly	importantly	RB
www-nature-com-2208	20	2	,	,	,
www-nature-com-2208	20	3	it	-PRON-	PRP
www-nature-com-2208	20	4	is	be	VBZ
www-nature-com-2208	20	5	our	-PRON-	PRP$
www-nature-com-2208	20	6	intent	intent	NN
www-nature-com-2208	20	7	that	that	WDT
www-nature-com-2208	20	8	the	the	DT
www-nature-com-2208	20	9	principles	principle	NNS
www-nature-com-2208	20	10	apply	apply	VBP
www-nature-com-2208	20	11	not	not	RB
www-nature-com-2208	20	12	only	only	RB
www-nature-com-2208	20	13	to	to	IN
www-nature-com-2208	20	14	‘	'	``
www-nature-com-2208	20	15	data	datum	NNS
www-nature-com-2208	20	16	’	'	''
www-nature-com-2208	20	17	in	in	IN
www-nature-com-2208	20	18	the	the	DT
www-nature-com-2208	20	19	conventional	conventional	JJ
www-nature-com-2208	20	20	sense	sense	NN
www-nature-com-2208	20	21	,	,	,
www-nature-com-2208	20	22	but	but	CC
www-nature-com-2208	20	23	also	also	RB
www-nature-com-2208	20	24	to	to	IN
www-nature-com-2208	20	25	the	the	DT
www-nature-com-2208	20	26	algorithms	algorithm	NNS
www-nature-com-2208	20	27	,	,	,
www-nature-com-2208	20	28	tools	tool	NNS
www-nature-com-2208	20	29	,	,	,
www-nature-com-2208	20	30	and	and	CC
www-nature-com-2208	20	31	workflows	workflow	NNS
www-nature-com-2208	20	32	that	that	WDT
www-nature-com-2208	20	33	led	lead	VBD
www-nature-com-2208	20	34	to	to	IN
www-nature-com-2208	20	35	that	that	DT
www-nature-com-2208	20	36	data	datum	NNS
www-nature-com-2208	20	37	.	.	.
www-nature-com-2208	21	1	All	all	DT
www-nature-com-2208	21	2	scholarly	scholarly	JJ
www-nature-com-2208	21	3	digital	digital	JJ
www-nature-com-2208	21	4	research	research	NN
www-nature-com-2208	21	5	objects2—from	objects2—from	:
www-nature-com-2208	21	6	data	datum	NNS
www-nature-com-2208	21	7	to	to	IN
www-nature-com-2208	21	8	analytical	analytical	JJ
www-nature-com-2208	21	9	pipelines	pipeline	NNS
www-nature-com-2208	21	10	—	—	:
www-nature-com-2208	21	11	benefit	benefit	NN
www-nature-com-2208	21	12	from	from	IN
www-nature-com-2208	21	13	application	application	NN
www-nature-com-2208	21	14	of	of	IN
www-nature-com-2208	21	15	these	these	DT
www-nature-com-2208	21	16	principles	principle	NNS
www-nature-com-2208	21	17	,	,	,
www-nature-com-2208	21	18	since	since	IN
www-nature-com-2208	21	19	all	all	DT
www-nature-com-2208	21	20	components	component	NNS
www-nature-com-2208	21	21	of	of	IN
www-nature-com-2208	21	22	the	the	DT
www-nature-com-2208	21	23	research	research	NN
www-nature-com-2208	21	24	process	process	NN
www-nature-com-2208	21	25	must	must	MD
www-nature-com-2208	21	26	be	be	VB
www-nature-com-2208	21	27	available	available	JJ
www-nature-com-2208	21	28	to	to	TO
www-nature-com-2208	21	29	ensure	ensure	VB
www-nature-com-2208	21	30	transparency	transparency	NN
www-nature-com-2208	21	31	,	,	,
www-nature-com-2208	21	32	reproducibility	reproducibility	NN
www-nature-com-2208	21	33	,	,	,
www-nature-com-2208	21	34	and	and	CC
www-nature-com-2208	21	35	reusability	reusability	NN
www-nature-com-2208	21	36	.	.	.
www-nature-com-2208	22	1	There	there	EX
www-nature-com-2208	22	2	are	be	VBP
www-nature-com-2208	22	3	numerous	numerous	JJ
www-nature-com-2208	22	4	and	and	CC
www-nature-com-2208	22	5	diverse	diverse	JJ
www-nature-com-2208	22	6	stakeholders	stakeholder	NNS
www-nature-com-2208	22	7	who	who	WP
www-nature-com-2208	22	8	stand	stand	VBP
www-nature-com-2208	22	9	to	to	TO
www-nature-com-2208	22	10	benefit	benefit	VB
www-nature-com-2208	22	11	from	from	IN
www-nature-com-2208	22	12	overcoming	overcome	VBG
www-nature-com-2208	22	13	these	these	DT
www-nature-com-2208	22	14	obstacles	obstacle	NNS
www-nature-com-2208	22	15	:	:	:
www-nature-com-2208	22	16	researchers	researcher	NNS
www-nature-com-2208	22	17	wanting	want	VBG
www-nature-com-2208	22	18	to	to	TO
www-nature-com-2208	22	19	share	share	VB
www-nature-com-2208	22	20	,	,	,
www-nature-com-2208	22	21	get	get	VB
www-nature-com-2208	22	22	credit	credit	NN
www-nature-com-2208	22	23	,	,	,
www-nature-com-2208	22	24	and	and	CC
www-nature-com-2208	22	25	reuse	reuse	VB
www-nature-com-2208	22	26	each	each	DT
www-nature-com-2208	22	27	other	other	JJ
www-nature-com-2208	22	28	’s	’s	POS
www-nature-com-2208	22	29	data	datum	NNS
www-nature-com-2208	22	30	and	and	CC
www-nature-com-2208	22	31	interpretations	interpretation	NNS
www-nature-com-2208	22	32	;	;	:
www-nature-com-2208	22	33	professional	professional	JJ
www-nature-com-2208	22	34	data	data	NN
www-nature-com-2208	22	35	publishers	publisher	NNS
www-nature-com-2208	22	36	offering	offer	VBG
www-nature-com-2208	22	37	their	-PRON-	PRP$
www-nature-com-2208	22	38	services	service	NNS
www-nature-com-2208	22	39	;	;	:
www-nature-com-2208	22	40	software	software	NN
www-nature-com-2208	22	41	and	and	CC
www-nature-com-2208	22	42	tool	tool	NN
www-nature-com-2208	22	43	-	-	HYPH
www-nature-com-2208	22	44	builders	builder	NNS
www-nature-com-2208	22	45	providing	provide	VBG
www-nature-com-2208	22	46	data	datum	NNS
www-nature-com-2208	22	47	analysis	analysis	NN
www-nature-com-2208	22	48	and	and	CC
www-nature-com-2208	22	49	processing	processing	NN
www-nature-com-2208	22	50	services	service	NNS
www-nature-com-2208	22	51	such	such	JJ
www-nature-com-2208	22	52	as	as	IN
www-nature-com-2208	22	53	reusable	reusable	JJ
www-nature-com-2208	22	54	workflows	workflow	NNS
www-nature-com-2208	22	55	;	;	:
www-nature-com-2208	22	56	funding	funding	NN
www-nature-com-2208	22	57	agencies	agency	NNS
www-nature-com-2208	22	58	(	(	-LRB-
www-nature-com-2208	22	59	private	private	JJ
www-nature-com-2208	22	60	and	and	CC
www-nature-com-2208	22	61	public	public	JJ
www-nature-com-2208	22	62	)	)	-RRB-
www-nature-com-2208	22	63	increasingly	increasingly	RB
www-nature-com-2208	22	64	concerned	concern	VBN
www-nature-com-2208	22	65	with	with	IN
www-nature-com-2208	22	66	long	long	JJ
www-nature-com-2208	22	67	-	-	HYPH
www-nature-com-2208	22	68	term	term	NN
www-nature-com-2208	22	69	data	datum	NNS
www-nature-com-2208	22	70	stewardship	stewardship	NN
www-nature-com-2208	22	71	;	;	:
www-nature-com-2208	22	72	and	and	CC
www-nature-com-2208	22	73	a	a	DT
www-nature-com-2208	22	74	data	data	NN
www-nature-com-2208	22	75	science	science	NN
www-nature-com-2208	22	76	community	community	NN
www-nature-com-2208	22	77	mining	mining	NN
www-nature-com-2208	22	78	,	,	,
www-nature-com-2208	22	79	integrating	integrate	VBG
www-nature-com-2208	22	80	and	and	CC
www-nature-com-2208	22	81	analysing	analyse	VBG
www-nature-com-2208	22	82	new	new	JJ
www-nature-com-2208	22	83	and	and	CC
www-nature-com-2208	22	84	existing	exist	VBG
www-nature-com-2208	22	85	data	datum	NNS
www-nature-com-2208	22	86	to	to	TO
www-nature-com-2208	22	87	advance	advance	VB
www-nature-com-2208	22	88	discovery	discovery	NN
www-nature-com-2208	22	89	.	.	.
www-nature-com-2208	23	1	To	to	TO
www-nature-com-2208	23	2	facilitate	facilitate	VB
www-nature-com-2208	23	3	the	the	DT
www-nature-com-2208	23	4	reading	reading	NN
www-nature-com-2208	23	5	of	of	IN
www-nature-com-2208	23	6	this	this	DT
www-nature-com-2208	23	7	manuscript	manuscript	NN
www-nature-com-2208	23	8	by	by	IN
www-nature-com-2208	23	9	these	these	DT
www-nature-com-2208	23	10	diverse	diverse	JJ
www-nature-com-2208	23	11	stakeholders	stakeholder	NNS
www-nature-com-2208	23	12	,	,	,
www-nature-com-2208	23	13	we	-PRON-	PRP
www-nature-com-2208	23	14	provide	provide	VBP
www-nature-com-2208	23	15	definitions	definition	NNS
www-nature-com-2208	23	16	for	for	IN
www-nature-com-2208	23	17	common	common	JJ
www-nature-com-2208	23	18	abbreviations	abbreviation	NNS
www-nature-com-2208	23	19	in	in	IN
www-nature-com-2208	23	20	Box	Box	NNP
www-nature-com-2208	23	21	1	1	CD
www-nature-com-2208	23	22	.	.	.
www-nature-com-2208	24	1	Humans	human	NNS
www-nature-com-2208	24	2	,	,	,
www-nature-com-2208	24	3	however	however	RB
www-nature-com-2208	24	4	,	,	,
www-nature-com-2208	24	5	are	be	VBP
www-nature-com-2208	24	6	not	not	RB
www-nature-com-2208	24	7	the	the	DT
www-nature-com-2208	24	8	only	only	JJ
www-nature-com-2208	24	9	critical	critical	JJ
www-nature-com-2208	24	10	stakeholders	stakeholder	NNS
www-nature-com-2208	24	11	in	in	IN
www-nature-com-2208	24	12	the	the	DT
www-nature-com-2208	24	13	milieu	milieu	NN
www-nature-com-2208	24	14	of	of	IN
www-nature-com-2208	24	15	scientific	scientific	JJ
www-nature-com-2208	24	16	data	datum	NNS
www-nature-com-2208	24	17	.	.	.
www-nature-com-2208	25	1	Similar	similar	JJ
www-nature-com-2208	25	2	problems	problem	NNS
www-nature-com-2208	25	3	are	be	VBP
www-nature-com-2208	25	4	encountered	encounter	VBN
www-nature-com-2208	25	5	by	by	IN
www-nature-com-2208	25	6	the	the	DT
www-nature-com-2208	25	7	applications	application	NNS
www-nature-com-2208	25	8	and	and	CC
www-nature-com-2208	25	9	computational	computational	JJ
www-nature-com-2208	25	10	agents	agent	NNS
www-nature-com-2208	25	11	that	that	WDT
www-nature-com-2208	25	12	we	-PRON-	PRP
www-nature-com-2208	25	13	task	task	VBP
www-nature-com-2208	25	14	to	to	TO
www-nature-com-2208	25	15	undertake	undertake	VB
www-nature-com-2208	25	16	data	data	NN
www-nature-com-2208	25	17	retrieval	retrieval	NN
www-nature-com-2208	25	18	and	and	CC
www-nature-com-2208	25	19	analysis	analysis	NN
www-nature-com-2208	25	20	on	on	IN
www-nature-com-2208	25	21	our	-PRON-	PRP$
www-nature-com-2208	25	22	behalf	behalf	NN
www-nature-com-2208	25	23	.	.	.
www-nature-com-2208	26	1	These	these	DT
www-nature-com-2208	26	2	‘	'	``
www-nature-com-2208	26	3	computational	computational	JJ
www-nature-com-2208	26	4	stakeholders	stakeholder	NNS
www-nature-com-2208	26	5	’	'	''
www-nature-com-2208	26	6	are	be	VBP
www-nature-com-2208	26	7	increasingly	increasingly	RB
www-nature-com-2208	26	8	relevant	relevant	JJ
www-nature-com-2208	26	9	,	,	,
www-nature-com-2208	26	10	and	and	CC
www-nature-com-2208	26	11	demand	demand	VB
www-nature-com-2208	26	12	as	as	RB
www-nature-com-2208	26	13	much	much	JJ
www-nature-com-2208	26	14	,	,	,
www-nature-com-2208	26	15	or	or	CC
www-nature-com-2208	26	16	more	more	JJR
www-nature-com-2208	26	17	,	,	,
www-nature-com-2208	26	18	attention	attention	NN
www-nature-com-2208	26	19	as	as	IN
www-nature-com-2208	26	20	their	-PRON-	PRP$
www-nature-com-2208	26	21	importance	importance	NN
www-nature-com-2208	26	22	grows	grow	VBZ
www-nature-com-2208	26	23	.	.	.
www-nature-com-2208	27	1	One	one	CD
www-nature-com-2208	27	2	of	of	IN
www-nature-com-2208	27	3	the	the	DT
www-nature-com-2208	27	4	grand	grand	JJ
www-nature-com-2208	27	5	challenges	challenge	NNS
www-nature-com-2208	27	6	of	of	IN
www-nature-com-2208	27	7	data	data	NN
www-nature-com-2208	27	8	-	-	HYPH
www-nature-com-2208	27	9	intensive	intensive	JJ
www-nature-com-2208	27	10	science	science	NN
www-nature-com-2208	27	11	,	,	,
www-nature-com-2208	27	12	therefore	therefore	RB
www-nature-com-2208	27	13	,	,	,
www-nature-com-2208	27	14	is	be	VBZ
www-nature-com-2208	27	15	to	to	TO
www-nature-com-2208	27	16	improve	improve	VB
www-nature-com-2208	27	17	knowledge	knowledge	NN
www-nature-com-2208	27	18	discovery	discovery	NN
www-nature-com-2208	27	19	through	through	IN
www-nature-com-2208	27	20	assisting	assist	VBG
www-nature-com-2208	27	21	both	both	DT
www-nature-com-2208	27	22	humans	human	NNS
www-nature-com-2208	27	23	,	,	,
www-nature-com-2208	27	24	and	and	CC
www-nature-com-2208	27	25	their	-PRON-	PRP$
www-nature-com-2208	27	26	computational	computational	JJ
www-nature-com-2208	27	27	agents	agent	NNS
www-nature-com-2208	27	28	,	,	,
www-nature-com-2208	27	29	in	in	IN
www-nature-com-2208	27	30	the	the	DT
www-nature-com-2208	27	31	discovery	discovery	NN
www-nature-com-2208	27	32	of	of	IN
www-nature-com-2208	27	33	,	,	,
www-nature-com-2208	27	34	access	access	NN
www-nature-com-2208	27	35	to	to	IN
www-nature-com-2208	27	36	,	,	,
www-nature-com-2208	27	37	and	and	CC
www-nature-com-2208	27	38	integration	integration	NN
www-nature-com-2208	27	39	and	and	CC
www-nature-com-2208	27	40	analysis	analysis	NN
www-nature-com-2208	27	41	of	of	IN
www-nature-com-2208	27	42	,	,	,
www-nature-com-2208	27	43	task	task	NN
www-nature-com-2208	27	44	-	-	HYPH
www-nature-com-2208	27	45	appropriate	appropriate	JJ
www-nature-com-2208	27	46	scientific	scientific	JJ
www-nature-com-2208	27	47	data	datum	NNS
www-nature-com-2208	27	48	and	and	CC
www-nature-com-2208	27	49	other	other	JJ
www-nature-com-2208	27	50	scholarly	scholarly	JJ
www-nature-com-2208	27	51	digital	digital	JJ
www-nature-com-2208	27	52	objects	object	NNS
www-nature-com-2208	27	53	.	.	.
www-nature-com-2208	28	1	For	for	IN
www-nature-com-2208	28	2	certain	certain	JJ
www-nature-com-2208	28	3	types	type	NNS
www-nature-com-2208	28	4	of	of	IN
www-nature-com-2208	28	5	important	important	JJ
www-nature-com-2208	28	6	digital	digital	JJ
www-nature-com-2208	28	7	objects	object	NNS
www-nature-com-2208	28	8	,	,	,
www-nature-com-2208	28	9	there	there	EX
www-nature-com-2208	28	10	are	be	VBP
www-nature-com-2208	28	11	well	well	RB
www-nature-com-2208	28	12	-	-	HYPH
www-nature-com-2208	28	13	curated	curate	VBN
www-nature-com-2208	28	14	,	,	,
www-nature-com-2208	28	15	deeply	deeply	RB
www-nature-com-2208	28	16	-	-	HYPH
www-nature-com-2208	28	17	integrated	integrated	JJ
www-nature-com-2208	28	18	,	,	,
www-nature-com-2208	28	19	special	special	JJ
www-nature-com-2208	28	20	-	-	HYPH
www-nature-com-2208	28	21	purpose	purpose	NN
www-nature-com-2208	28	22	repositories	repository	NNS
www-nature-com-2208	28	23	such	such	JJ
www-nature-com-2208	28	24	as	as	IN
www-nature-com-2208	28	25	Genbank3	Genbank3	NNP
www-nature-com-2208	28	26	,	,	,
www-nature-com-2208	28	27	Worldwide	Worldwide	NNP
www-nature-com-2208	28	28	Protein	Protein	NNP
www-nature-com-2208	28	29	Data	Data	NNPS
www-nature-com-2208	28	30	Bank	Bank	NNP
www-nature-com-2208	28	31	(	(	-LRB-
www-nature-com-2208	28	32	wwPDB4	wwPDB4	NNP
www-nature-com-2208	28	33	)	)	-RRB-
www-nature-com-2208	28	34	,	,	,
www-nature-com-2208	28	35	and	and	CC
www-nature-com-2208	28	36	UniProt5	uniprot5	NN
www-nature-com-2208	28	37	in	in	IN
www-nature-com-2208	28	38	the	the	DT
www-nature-com-2208	28	39	life	life	NN
www-nature-com-2208	28	40	sciences	science	NNS
www-nature-com-2208	28	41	;	;	:
www-nature-com-2208	28	42	Space	Space	NNP
www-nature-com-2208	28	43	Physics	Physics	NNP
www-nature-com-2208	28	44	Data	Data	NNP
www-nature-com-2208	28	45	Facility	Facility	NNP
www-nature-com-2208	28	46	(	(	-LRB-
www-nature-com-2208	28	47	SPDF	SPDF	NNP
www-nature-com-2208	28	48	;	;	:
www-nature-com-2208	28	49	http://spdf.gsfc.nasa.gov/	http://spdf.gsfc.nasa.gov/	NNP
www-nature-com-2208	28	50	)	)	-RRB-
www-nature-com-2208	28	51	and	and	CC
www-nature-com-2208	28	52	Set	Set	NNP
www-nature-com-2208	28	53	of	of	IN
www-nature-com-2208	28	54	Identifications	Identifications	NNPS
www-nature-com-2208	28	55	,	,	,
www-nature-com-2208	28	56	Measurements	Measurements	NNPS
www-nature-com-2208	28	57	and	and	CC
www-nature-com-2208	28	58	Bibliography	Bibliography	NNP
www-nature-com-2208	28	59	for	for	IN
www-nature-com-2208	28	60	Astronomical	Astronomical	NNP
www-nature-com-2208	28	61	Data	Data	NNP
www-nature-com-2208	28	62	(	(	-LRB-
www-nature-com-2208	28	63	SIMBAD6	SIMBAD6	''
www-nature-com-2208	28	64	)	)	-RRB-
www-nature-com-2208	28	65	in	in	IN
www-nature-com-2208	28	66	the	the	DT
www-nature-com-2208	28	67	space	space	NN
www-nature-com-2208	28	68	sciences	science	NNS
www-nature-com-2208	28	69	.	.	.
www-nature-com-2208	29	1	These	these	DT
www-nature-com-2208	29	2	foundational	foundational	JJ
www-nature-com-2208	29	3	and	and	CC
www-nature-com-2208	29	4	critical	critical	JJ
www-nature-com-2208	29	5	core	core	NN
www-nature-com-2208	29	6	resources	resource	NNS
www-nature-com-2208	29	7	are	be	VBP
www-nature-com-2208	29	8	continuously	continuously	RB
www-nature-com-2208	29	9	curating	curate	VBG
www-nature-com-2208	29	10	and	and	CC
www-nature-com-2208	29	11	capturing	capture	VBG
www-nature-com-2208	29	12	high	high	JJ
www-nature-com-2208	29	13	-	-	HYPH
www-nature-com-2208	29	14	value	value	NN
www-nature-com-2208	29	15	reference	reference	NN
www-nature-com-2208	29	16	datasets	dataset	NNS
www-nature-com-2208	29	17	and	and	CC
www-nature-com-2208	29	18	fine	fine	RB
www-nature-com-2208	29	19	-	-	HYPH
www-nature-com-2208	29	20	tuning	tune	VBG
www-nature-com-2208	29	21	them	-PRON-	PRP
www-nature-com-2208	29	22	to	to	TO
www-nature-com-2208	29	23	enhance	enhance	VB
www-nature-com-2208	29	24	scholarly	scholarly	JJ
www-nature-com-2208	29	25	output	output	NN
www-nature-com-2208	29	26	,	,	,
www-nature-com-2208	29	27	provide	provide	VB
www-nature-com-2208	29	28	support	support	NN
www-nature-com-2208	29	29	for	for	IN
www-nature-com-2208	29	30	both	both	CC
www-nature-com-2208	29	31	human	human	JJ
www-nature-com-2208	29	32	and	and	CC
www-nature-com-2208	29	33	mechanical	mechanical	JJ
www-nature-com-2208	29	34	users	user	NNS
www-nature-com-2208	29	35	,	,	,
www-nature-com-2208	29	36	and	and	CC
www-nature-com-2208	29	37	provide	provide	VB
www-nature-com-2208	29	38	extensive	extensive	JJ
www-nature-com-2208	29	39	tooling	tooling	NN
www-nature-com-2208	29	40	to	to	TO
www-nature-com-2208	29	41	access	access	VB
www-nature-com-2208	29	42	their	-PRON-	PRP$
www-nature-com-2208	29	43	content	content	NN
www-nature-com-2208	29	44	in	in	IN
www-nature-com-2208	29	45	rich	rich	JJ
www-nature-com-2208	29	46	,	,	,
www-nature-com-2208	29	47	dynamic	dynamic	JJ
www-nature-com-2208	29	48	ways	way	NNS
www-nature-com-2208	29	49	.	.	.
www-nature-com-2208	30	1	However	however	RB
www-nature-com-2208	30	2	,	,	,
www-nature-com-2208	30	3	not	not	RB
www-nature-com-2208	30	4	all	all	DT
www-nature-com-2208	30	5	datasets	dataset	NNS
www-nature-com-2208	30	6	or	or	CC
www-nature-com-2208	30	7	even	even	RB
www-nature-com-2208	30	8	data	data	NN
www-nature-com-2208	30	9	types	type	NNS
www-nature-com-2208	30	10	can	can	MD
www-nature-com-2208	30	11	be	be	VB
www-nature-com-2208	30	12	captured	capture	VBN
www-nature-com-2208	30	13	by	by	RB
www-nature-com-2208	30	14	,	,	,
www-nature-com-2208	30	15	or	or	CC
www-nature-com-2208	30	16	submitted	submit	VBN
www-nature-com-2208	30	17	to	to	IN
www-nature-com-2208	30	18	,	,	,
www-nature-com-2208	30	19	these	these	DT
www-nature-com-2208	30	20	repositories	repository	NNS
www-nature-com-2208	30	21	.	.	.
www-nature-com-2208	31	1	Many	many	JJ
www-nature-com-2208	31	2	important	important	JJ
www-nature-com-2208	31	3	datasets	dataset	NNS
www-nature-com-2208	31	4	emerging	emerge	VBG
www-nature-com-2208	31	5	from	from	IN
www-nature-com-2208	31	6	traditional	traditional	JJ
www-nature-com-2208	31	7	,	,	,
www-nature-com-2208	31	8	low	low	JJ
www-nature-com-2208	31	9	-	-	HYPH
www-nature-com-2208	31	10	throughput	throughput	NN
www-nature-com-2208	31	11	bench	bench	NN
www-nature-com-2208	31	12	science	science	NN
www-nature-com-2208	31	13	do	do	VBP
www-nature-com-2208	31	14	n’t	not	RB
www-nature-com-2208	31	15	fit	fit	VB
www-nature-com-2208	31	16	in	in	IN
www-nature-com-2208	31	17	the	the	DT
www-nature-com-2208	31	18	data	datum	NNS
www-nature-com-2208	31	19	models	model	NNS
www-nature-com-2208	31	20	of	of	IN
www-nature-com-2208	31	21	these	these	DT
www-nature-com-2208	31	22	special	special	JJ
www-nature-com-2208	31	23	-	-	HYPH
www-nature-com-2208	31	24	purpose	purpose	NN
www-nature-com-2208	31	25	repositories	repository	NNS
www-nature-com-2208	31	26	,	,	,
www-nature-com-2208	31	27	yet	yet	CC
www-nature-com-2208	31	28	these	these	DT
www-nature-com-2208	31	29	datasets	dataset	NNS
www-nature-com-2208	31	30	are	be	VBP
www-nature-com-2208	31	31	no	no	RB
www-nature-com-2208	31	32	less	less	RBR
www-nature-com-2208	31	33	important	important	JJ
www-nature-com-2208	31	34	with	with	IN
www-nature-com-2208	31	35	respect	respect	NN
www-nature-com-2208	31	36	to	to	IN
www-nature-com-2208	31	37	integrative	integrative	JJ
www-nature-com-2208	31	38	research	research	NN
www-nature-com-2208	31	39	,	,	,
www-nature-com-2208	31	40	reproducibility	reproducibility	NN
www-nature-com-2208	31	41	,	,	,
www-nature-com-2208	31	42	and	and	CC
www-nature-com-2208	31	43	reuse	reuse	VB
www-nature-com-2208	31	44	in	in	IN
www-nature-com-2208	31	45	general	general	JJ
www-nature-com-2208	31	46	.	.	.
www-nature-com-2208	32	1	Apparently	apparently	RB
www-nature-com-2208	32	2	in	in	IN
www-nature-com-2208	32	3	response	response	NN
www-nature-com-2208	32	4	to	to	IN
www-nature-com-2208	32	5	this	this	DT
www-nature-com-2208	32	6	,	,	,
www-nature-com-2208	32	7	we	-PRON-	PRP
www-nature-com-2208	32	8	see	see	VBP
www-nature-com-2208	32	9	the	the	DT
www-nature-com-2208	32	10	emergence	emergence	NN
www-nature-com-2208	32	11	of	of	IN
www-nature-com-2208	32	12	numerous	numerous	JJ
www-nature-com-2208	32	13	general	general	JJ
www-nature-com-2208	32	14	-	-	HYPH
www-nature-com-2208	32	15	purpose	purpose	NN
www-nature-com-2208	32	16	data	datum	NNS
www-nature-com-2208	32	17	repositories	repository	NNS
www-nature-com-2208	32	18	,	,	,
www-nature-com-2208	32	19	at	at	IN
www-nature-com-2208	32	20	scales	scale	NNS
www-nature-com-2208	32	21	ranging	range	VBG
www-nature-com-2208	32	22	from	from	IN
www-nature-com-2208	32	23	institutional	institutional	JJ
www-nature-com-2208	32	24	(	(	-LRB-
www-nature-com-2208	32	25	for	for	IN
www-nature-com-2208	32	26	example	example	NN
www-nature-com-2208	32	27	,	,	,
www-nature-com-2208	32	28	a	a	DT
www-nature-com-2208	32	29	single	single	JJ
www-nature-com-2208	32	30	university	university	NN
www-nature-com-2208	32	31	)	)	-RRB-
www-nature-com-2208	32	32	,	,	,
www-nature-com-2208	32	33	to	to	TO
www-nature-com-2208	32	34	open	open	VB
www-nature-com-2208	32	35	globally	globally	RB
www-nature-com-2208	32	36	-	-	HYPH
www-nature-com-2208	32	37	scoped	scope	VBN
www-nature-com-2208	32	38	repositories	repository	NNS
www-nature-com-2208	32	39	such	such	JJ
www-nature-com-2208	32	40	as	as	IN
www-nature-com-2208	32	41	Dataverse7	Dataverse7	NNP
www-nature-com-2208	32	42	,	,	,
www-nature-com-2208	32	43	FigShare	FigShare	NNP
www-nature-com-2208	32	44	(	(	-LRB-
www-nature-com-2208	32	45	http://figshare.com	http://figshare.com	ADD
www-nature-com-2208	32	46	)	)	-RRB-
www-nature-com-2208	32	47	,	,	,
www-nature-com-2208	32	48	Dryad8	Dryad8	NNP
www-nature-com-2208	32	49	,	,	,
www-nature-com-2208	32	50	Mendeley	Mendeley	NNP
www-nature-com-2208	32	51	Data	Data	NNP
www-nature-com-2208	32	52	(	(	-LRB-
www-nature-com-2208	32	53	https://data.mendeley.com/	https://data.mendeley.com/	NNP
www-nature-com-2208	32	54	)	)	-RRB-
www-nature-com-2208	32	55	,	,	,
www-nature-com-2208	32	56	Zenodo	Zenodo	NNP
www-nature-com-2208	32	57	(	(	-LRB-
www-nature-com-2208	32	58	http://zenodo.org/	http://zenodo.org/	NNP
www-nature-com-2208	32	59	)	)	-RRB-
www-nature-com-2208	32	60	,	,	,
www-nature-com-2208	32	61	DataHub	DataHub	NNP
www-nature-com-2208	32	62	(	(	-LRB-
www-nature-com-2208	32	63	http://datahub.io	http://datahub.io	NNP
www-nature-com-2208	32	64	)	)	-RRB-
www-nature-com-2208	32	65	,	,	,
www-nature-com-2208	32	66	DANS	DANS	NNP
www-nature-com-2208	32	67	(	(	-LRB-
www-nature-com-2208	32	68	http://www.dans.knaw.nl/	http://www.dans.knaw.nl/	NNP
www-nature-com-2208	32	69	)	)	-RRB-
www-nature-com-2208	32	70	,	,	,
www-nature-com-2208	32	71	and	and	CC
www-nature-com-2208	32	72	EUDat9	EUDat9	NNP
www-nature-com-2208	32	73	.	.	.
www-nature-com-2208	33	1	Such	such	JJ
www-nature-com-2208	33	2	repositories	repository	NNS
www-nature-com-2208	33	3	accept	accept	VBP
www-nature-com-2208	33	4	a	a	DT
www-nature-com-2208	33	5	wide	wide	JJ
www-nature-com-2208	33	6	range	range	NN
www-nature-com-2208	33	7	of	of	IN
www-nature-com-2208	33	8	data	datum	NNS
www-nature-com-2208	33	9	types	type	NNS
www-nature-com-2208	33	10	in	in	IN
www-nature-com-2208	33	11	a	a	DT
www-nature-com-2208	33	12	wide	wide	JJ
www-nature-com-2208	33	13	variety	variety	NN
www-nature-com-2208	33	14	of	of	IN
www-nature-com-2208	33	15	formats	format	NNS
www-nature-com-2208	33	16	,	,	,
www-nature-com-2208	33	17	generally	generally	RB
www-nature-com-2208	33	18	do	do	VBP
www-nature-com-2208	33	19	not	not	RB
www-nature-com-2208	33	20	attempt	attempt	VB
www-nature-com-2208	33	21	to	to	TO
www-nature-com-2208	33	22	integrate	integrate	VB
www-nature-com-2208	33	23	or	or	CC
www-nature-com-2208	33	24	harmonize	harmonize	VB
www-nature-com-2208	33	25	the	the	DT
www-nature-com-2208	33	26	deposited	deposit	VBN
www-nature-com-2208	33	27	data	datum	NNS
www-nature-com-2208	33	28	,	,	,
www-nature-com-2208	33	29	and	and	CC
www-nature-com-2208	33	30	place	place	VB
www-nature-com-2208	33	31	few	few	JJ
www-nature-com-2208	33	32	restrictions	restriction	NNS
www-nature-com-2208	33	33	(	(	-LRB-
www-nature-com-2208	33	34	or	or	CC
www-nature-com-2208	33	35	requirements	requirement	NNS
www-nature-com-2208	33	36	)	)	-RRB-
www-nature-com-2208	33	37	on	on	IN
www-nature-com-2208	33	38	the	the	DT
www-nature-com-2208	33	39	descriptors	descriptor	NNS
www-nature-com-2208	33	40	of	of	IN
www-nature-com-2208	33	41	the	the	DT
www-nature-com-2208	33	42	data	data	NN
www-nature-com-2208	33	43	deposition	deposition	NN
www-nature-com-2208	33	44	.	.	.
www-nature-com-2208	34	1	The	the	DT
www-nature-com-2208	34	2	resulting	result	VBG
www-nature-com-2208	34	3	data	data	NN
www-nature-com-2208	34	4	ecosystem	ecosystem	NN
www-nature-com-2208	34	5	,	,	,
www-nature-com-2208	34	6	therefore	therefore	RB
www-nature-com-2208	34	7	,	,	,
www-nature-com-2208	34	8	appears	appear	VBZ
www-nature-com-2208	34	9	to	to	TO
www-nature-com-2208	34	10	be	be	VB
www-nature-com-2208	34	11	moving	move	VBG
www-nature-com-2208	34	12	away	away	RB
www-nature-com-2208	34	13	from	from	IN
www-nature-com-2208	34	14	centralization	centralization	NN
www-nature-com-2208	34	15	,	,	,
www-nature-com-2208	34	16	is	be	VBZ
www-nature-com-2208	34	17	becoming	become	VBG
www-nature-com-2208	34	18	more	more	RBR
www-nature-com-2208	34	19	diverse	diverse	JJ
www-nature-com-2208	34	20	,	,	,
www-nature-com-2208	34	21	and	and	CC
www-nature-com-2208	34	22	less	less	RBR
www-nature-com-2208	34	23	integrated	integrated	JJ
www-nature-com-2208	34	24	,	,	,
www-nature-com-2208	34	25	thereby	thereby	RB
www-nature-com-2208	34	26	exacerbating	exacerbate	VBG
www-nature-com-2208	34	27	the	the	DT
www-nature-com-2208	34	28	discovery	discovery	NN
www-nature-com-2208	34	29	and	and	CC
www-nature-com-2208	34	30	re	re	NN
www-nature-com-2208	34	31	-	-	JJ
www-nature-com-2208	34	32	usability	usability	JJ
www-nature-com-2208	34	33	problem	problem	NN
www-nature-com-2208	34	34	for	for	IN
www-nature-com-2208	34	35	both	both	CC
www-nature-com-2208	34	36	human	human	JJ
www-nature-com-2208	34	37	and	and	CC
www-nature-com-2208	34	38	computational	computational	JJ
www-nature-com-2208	34	39	stakeholders	stakeholder	NNS
www-nature-com-2208	34	40	.	.	.
www-nature-com-2208	35	1	A	a	DT
www-nature-com-2208	35	2	specific	specific	JJ
www-nature-com-2208	35	3	example	example	NN
www-nature-com-2208	35	4	of	of	IN
www-nature-com-2208	35	5	these	these	DT
www-nature-com-2208	35	6	obstacles	obstacle	NNS
www-nature-com-2208	35	7	could	could	MD
www-nature-com-2208	35	8	be	be	VB
www-nature-com-2208	35	9	imagined	imagine	VBN
www-nature-com-2208	35	10	in	in	IN
www-nature-com-2208	35	11	the	the	DT
www-nature-com-2208	35	12	domain	domain	NN
www-nature-com-2208	35	13	of	of	IN
www-nature-com-2208	35	14	gene	gene	NN
www-nature-com-2208	35	15	regulation	regulation	NN
www-nature-com-2208	35	16	and	and	CC
www-nature-com-2208	35	17	expression	expression	NN
www-nature-com-2208	35	18	analysis	analysis	NN
www-nature-com-2208	35	19	.	.	.
www-nature-com-2208	36	1	Suppose	suppose	VB
www-nature-com-2208	36	2	a	a	DT
www-nature-com-2208	36	3	researcher	researcher	NN
www-nature-com-2208	36	4	has	have	VBZ
www-nature-com-2208	36	5	generated	generate	VBN
www-nature-com-2208	36	6	a	a	DT
www-nature-com-2208	36	7	dataset	dataset	NN
www-nature-com-2208	36	8	of	of	IN
www-nature-com-2208	36	9	differentially	differentially	RB
www-nature-com-2208	36	10	-	-	HYPH
www-nature-com-2208	36	11	selected	select	VBN
www-nature-com-2208	36	12	polyadenylation	polyadenylation	NN
www-nature-com-2208	36	13	sites	site	NNS
www-nature-com-2208	36	14	in	in	IN
www-nature-com-2208	36	15	a	a	DT
www-nature-com-2208	36	16	non	non	JJ
www-nature-com-2208	36	17	-	-	JJ
www-nature-com-2208	36	18	model	model	JJ
www-nature-com-2208	36	19	pathogenic	pathogenic	JJ
www-nature-com-2208	36	20	organism	organism	NN
www-nature-com-2208	36	21	grown	grow	VBN
www-nature-com-2208	36	22	under	under	IN
www-nature-com-2208	36	23	a	a	DT
www-nature-com-2208	36	24	variety	variety	NN
www-nature-com-2208	36	25	of	of	IN
www-nature-com-2208	36	26	environmental	environmental	JJ
www-nature-com-2208	36	27	conditions	condition	NNS
www-nature-com-2208	36	28	that	that	WDT
www-nature-com-2208	36	29	stimulate	stimulate	VBP
www-nature-com-2208	36	30	its	-PRON-	PRP$
www-nature-com-2208	36	31	pathogenic	pathogenic	JJ
www-nature-com-2208	36	32	state	state	NN
www-nature-com-2208	36	33	.	.	.
www-nature-com-2208	37	1	The	the	DT
www-nature-com-2208	37	2	researcher	researcher	NN
www-nature-com-2208	37	3	is	be	VBZ
www-nature-com-2208	37	4	interested	interested	JJ
www-nature-com-2208	37	5	in	in	IN
www-nature-com-2208	37	6	comparing	compare	VBG
www-nature-com-2208	37	7	the	the	DT
www-nature-com-2208	37	8	alternatively	alternatively	RB
www-nature-com-2208	37	9	-	-	HYPH
www-nature-com-2208	37	10	polyadenylated	polyadenylate	VBN
www-nature-com-2208	37	11	genes	gene	NNS
www-nature-com-2208	37	12	in	in	IN
www-nature-com-2208	37	13	this	this	DT
www-nature-com-2208	37	14	local	local	JJ
www-nature-com-2208	37	15	dataset	dataset	NN
www-nature-com-2208	37	16	,	,	,
www-nature-com-2208	37	17	to	to	IN
www-nature-com-2208	37	18	other	other	JJ
www-nature-com-2208	37	19	examples	example	NNS
www-nature-com-2208	37	20	of	of	IN
www-nature-com-2208	37	21	alternative	alternative	JJ
www-nature-com-2208	37	22	-	-	HYPH
www-nature-com-2208	37	23	polyadenylation	polyadenylation	NN
www-nature-com-2208	37	24	,	,	,
www-nature-com-2208	37	25	and	and	CC
www-nature-com-2208	37	26	the	the	DT
www-nature-com-2208	37	27	expression	expression	NN
www-nature-com-2208	37	28	levels	level	NNS
www-nature-com-2208	37	29	of	of	IN
www-nature-com-2208	37	30	these	these	DT
www-nature-com-2208	37	31	genes	gene	NNS
www-nature-com-2208	37	32	—	—	:
www-nature-com-2208	37	33	both	both	DT
www-nature-com-2208	37	34	in	in	IN
www-nature-com-2208	37	35	this	this	DT
www-nature-com-2208	37	36	organism	organism	NN
www-nature-com-2208	37	37	and	and	CC
www-nature-com-2208	37	38	related	related	JJ
www-nature-com-2208	37	39	model	model	NN
www-nature-com-2208	37	40	organisms	organism	NNS
www-nature-com-2208	37	41	—	—	:
www-nature-com-2208	37	42	during	during	IN
www-nature-com-2208	37	43	the	the	DT
www-nature-com-2208	37	44	infection	infection	NN
www-nature-com-2208	37	45	process	process	NN
www-nature-com-2208	37	46	.	.	.
www-nature-com-2208	38	1	Given	give	VBN
www-nature-com-2208	38	2	that	that	IN
www-nature-com-2208	38	3	there	there	EX
www-nature-com-2208	38	4	is	be	VBZ
www-nature-com-2208	38	5	no	no	DT
www-nature-com-2208	38	6	special	special	JJ
www-nature-com-2208	38	7	-	-	HYPH
www-nature-com-2208	38	8	purpose	purpose	NN
www-nature-com-2208	38	9	archive	archive	NN
www-nature-com-2208	38	10	for	for	IN
www-nature-com-2208	38	11	differential	differential	NN
www-nature-com-2208	38	12	polyadenylation	polyadenylation	NN
www-nature-com-2208	38	13	data	datum	NNS
www-nature-com-2208	38	14	,	,	,
www-nature-com-2208	38	15	and	and	CC
www-nature-com-2208	38	16	no	no	DT
www-nature-com-2208	38	17	model	model	NN
www-nature-com-2208	38	18	organism	organism	NN
www-nature-com-2208	38	19	database	database	NN
www-nature-com-2208	38	20	for	for	IN
www-nature-com-2208	38	21	this	this	DT
www-nature-com-2208	38	22	pathogen	pathogen	NN
www-nature-com-2208	38	23	,	,	,
www-nature-com-2208	38	24	where	where	WRB
www-nature-com-2208	38	25	does	do	VBZ
www-nature-com-2208	38	26	the	the	DT
www-nature-com-2208	38	27	researcher	researcher	NN
www-nature-com-2208	38	28	begin	begin	VB
www-nature-com-2208	38	29	?	?	.
www-nature-com-2208	39	1	We	-PRON-	PRP
www-nature-com-2208	39	2	will	will	MD
www-nature-com-2208	39	3	consider	consider	VB
www-nature-com-2208	39	4	the	the	DT
www-nature-com-2208	39	5	current	current	JJ
www-nature-com-2208	39	6	approach	approach	NN
www-nature-com-2208	39	7	to	to	IN
www-nature-com-2208	39	8	this	this	DT
www-nature-com-2208	39	9	problem	problem	NN
www-nature-com-2208	39	10	from	from	IN
www-nature-com-2208	39	11	a	a	DT
www-nature-com-2208	39	12	variety	variety	NN
www-nature-com-2208	39	13	of	of	IN
www-nature-com-2208	39	14	data	datum	NNS
www-nature-com-2208	39	15	discovery	discovery	NN
www-nature-com-2208	39	16	and	and	CC
www-nature-com-2208	39	17	integration	integration	NN
www-nature-com-2208	39	18	perspectives	perspective	NNS
www-nature-com-2208	39	19	.	.	.
www-nature-com-2208	40	1	If	if	IN
www-nature-com-2208	40	2	the	the	DT
www-nature-com-2208	40	3	desired	desire	VBN
www-nature-com-2208	40	4	datasets	dataset	NNS
www-nature-com-2208	40	5	existed	exist	VBD
www-nature-com-2208	40	6	,	,	,
www-nature-com-2208	40	7	where	where	WRB
www-nature-com-2208	40	8	might	may	MD
www-nature-com-2208	40	9	they	-PRON-	PRP
www-nature-com-2208	40	10	have	have	VB
www-nature-com-2208	40	11	been	be	VBN
www-nature-com-2208	40	12	published	publish	VBN
www-nature-com-2208	40	13	,	,	,
www-nature-com-2208	40	14	and	and	CC
www-nature-com-2208	40	15	how	how	WRB
www-nature-com-2208	40	16	would	would	MD
www-nature-com-2208	40	17	one	one	PRP
www-nature-com-2208	40	18	begin	begin	VB
www-nature-com-2208	40	19	to	to	TO
www-nature-com-2208	40	20	search	search	VB
www-nature-com-2208	40	21	for	for	IN
www-nature-com-2208	40	22	them	-PRON-	PRP
www-nature-com-2208	40	23	,	,	,
www-nature-com-2208	40	24	using	use	VBG
www-nature-com-2208	40	25	what	what	WDT
www-nature-com-2208	40	26	search	search	NN
www-nature-com-2208	40	27	tools	tool	NNS
www-nature-com-2208	40	28	?	?	.
www-nature-com-2208	41	1	The	the	DT
www-nature-com-2208	41	2	desired	desire	VBN
www-nature-com-2208	41	3	search	search	NN
www-nature-com-2208	41	4	would	would	MD
www-nature-com-2208	41	5	need	need	VB
www-nature-com-2208	41	6	to	to	TO
www-nature-com-2208	41	7	filter	filter	VB
www-nature-com-2208	41	8	based	base	VBN
www-nature-com-2208	41	9	on	on	IN
www-nature-com-2208	41	10	specific	specific	JJ
www-nature-com-2208	41	11	species	specie	NNS
www-nature-com-2208	41	12	,	,	,
www-nature-com-2208	41	13	specific	specific	JJ
www-nature-com-2208	41	14	tissues	tissue	NNS
www-nature-com-2208	41	15	,	,	,
www-nature-com-2208	41	16	specific	specific	JJ
www-nature-com-2208	41	17	types	type	NNS
www-nature-com-2208	41	18	of	of	IN
www-nature-com-2208	41	19	data	datum	NNS
www-nature-com-2208	41	20	(	(	-LRB-
www-nature-com-2208	41	21	Poly	Poly	NNP
www-nature-com-2208	41	22	-	-	HYPH
www-nature-com-2208	41	23	A	A	NNP
www-nature-com-2208	41	24	,	,	,
www-nature-com-2208	41	25	microarray	microarray	JJ
www-nature-com-2208	41	26	,	,	,
www-nature-com-2208	41	27	NGS	NGS	NNP
www-nature-com-2208	41	28	)	)	-RRB-
www-nature-com-2208	41	29	,	,	,
www-nature-com-2208	41	30	specific	specific	JJ
www-nature-com-2208	41	31	conditions	condition	NNS
www-nature-com-2208	41	32	(	(	-LRB-
www-nature-com-2208	41	33	infection	infection	NN
www-nature-com-2208	41	34	)	)	-RRB-
www-nature-com-2208	41	35	,	,	,
www-nature-com-2208	41	36	and	and	CC
www-nature-com-2208	41	37	specific	specific	JJ
www-nature-com-2208	41	38	genes	gene	NNS
www-nature-com-2208	41	39	—	—	:
www-nature-com-2208	41	40	is	be	VBZ
www-nature-com-2208	41	41	that	that	DT
www-nature-com-2208	41	42	information	information	NN
www-nature-com-2208	41	43	(	(	-LRB-
www-nature-com-2208	41	44	‘	'	``
www-nature-com-2208	41	45	metadata	metadata	NNP
www-nature-com-2208	41	46	’	'	''
www-nature-com-2208	41	47	)	)	-RRB-
www-nature-com-2208	41	48	captured	capture	VBN
www-nature-com-2208	41	49	by	by	IN
www-nature-com-2208	41	50	the	the	DT
www-nature-com-2208	41	51	repositories	repository	NNS
www-nature-com-2208	41	52	,	,	,
www-nature-com-2208	41	53	and	and	CC
www-nature-com-2208	41	54	if	if	IN
www-nature-com-2208	41	55	so	so	RB
www-nature-com-2208	41	56	,	,	,
www-nature-com-2208	41	57	what	what	WDT
www-nature-com-2208	41	58	formats	format	NNS
www-nature-com-2208	41	59	is	be	VBZ
www-nature-com-2208	41	60	it	-PRON-	PRP
www-nature-com-2208	41	61	in	in	RB
www-nature-com-2208	41	62	,	,	,
www-nature-com-2208	41	63	is	be	VBZ
www-nature-com-2208	41	64	it	-PRON-	PRP
www-nature-com-2208	41	65	searchable	searchable	JJ
www-nature-com-2208	41	66	,	,	,
www-nature-com-2208	41	67	and	and	CC
www-nature-com-2208	41	68	how	how	WRB
www-nature-com-2208	41	69	?	?	.
www-nature-com-2208	42	1	Once	once	IN
www-nature-com-2208	42	2	the	the	DT
www-nature-com-2208	42	3	data	data	NN
www-nature-com-2208	42	4	is	be	VBZ
www-nature-com-2208	42	5	discovered	discover	VBN
www-nature-com-2208	42	6	,	,	,
www-nature-com-2208	42	7	can	can	MD
www-nature-com-2208	42	8	it	-PRON-	PRP
www-nature-com-2208	42	9	be	be	VB
www-nature-com-2208	42	10	downloaded	download	VBN
www-nature-com-2208	42	11	?	?	.
www-nature-com-2208	43	1	In	in	IN
www-nature-com-2208	43	2	what	what	WP
www-nature-com-2208	43	3	format(s	format(s	NNP
www-nature-com-2208	43	4	)	)	-RRB-
www-nature-com-2208	43	5	?	?	.
www-nature-com-2208	44	1	Can	Can	MD
www-nature-com-2208	44	2	that	that	DT
www-nature-com-2208	44	3	format	format	NN
www-nature-com-2208	44	4	be	be	VB
www-nature-com-2208	44	5	easily	easily	RB
www-nature-com-2208	44	6	integrated	integrate	VBN
www-nature-com-2208	44	7	with	with	IN
www-nature-com-2208	44	8	private	private	JJ
www-nature-com-2208	44	9	in	in	IN
www-nature-com-2208	44	10	-	-	HYPH
www-nature-com-2208	44	11	house	house	NN
www-nature-com-2208	44	12	data	datum	NNS
www-nature-com-2208	44	13	(	(	-LRB-
www-nature-com-2208	44	14	the	the	DT
www-nature-com-2208	44	15	local	local	JJ
www-nature-com-2208	44	16	dataset	dataset	NN
www-nature-com-2208	44	17	of	of	IN
www-nature-com-2208	44	18	alternative	alternative	JJ
www-nature-com-2208	44	19	polyadenylation	polyadenylation	NN
www-nature-com-2208	44	20	sites	site	NNS
www-nature-com-2208	44	21	)	)	-RRB-
www-nature-com-2208	44	22	as	as	RB
www-nature-com-2208	44	23	well	well	RB
www-nature-com-2208	44	24	as	as	IN
www-nature-com-2208	44	25	other	other	JJ
www-nature-com-2208	44	26	data	data	NN
www-nature-com-2208	44	27	publications	publication	NNS
www-nature-com-2208	44	28	from	from	IN
www-nature-com-2208	44	29	third	third	JJ
www-nature-com-2208	44	30	-	-	HYPH
www-nature-com-2208	44	31	parties	party	NNS
www-nature-com-2208	44	32	and	and	CC
www-nature-com-2208	44	33	with	with	IN
www-nature-com-2208	44	34	the	the	DT
www-nature-com-2208	44	35	community	community	NN
www-nature-com-2208	44	36	’s	’s	POS
www-nature-com-2208	44	37	core	core	NN
www-nature-com-2208	44	38	gene	gene	NN
www-nature-com-2208	44	39	/	/	SYM
www-nature-com-2208	44	40	protein	protein	NN
www-nature-com-2208	44	41	data	datum	NNS
www-nature-com-2208	44	42	repositories	repository	NNS
www-nature-com-2208	44	43	?	?	.
www-nature-com-2208	45	1	Can	Can	MD
www-nature-com-2208	45	2	this	this	DT
www-nature-com-2208	45	3	integration	integration	NN
www-nature-com-2208	45	4	be	be	VB
www-nature-com-2208	45	5	done	do	VBN
www-nature-com-2208	45	6	automatically	automatically	RB
www-nature-com-2208	45	7	to	to	TO
www-nature-com-2208	45	8	save	save	VB
www-nature-com-2208	45	9	time	time	NN
www-nature-com-2208	45	10	and	and	CC
www-nature-com-2208	45	11	avoid	avoid	VB
www-nature-com-2208	45	12	copy	copy	NN
www-nature-com-2208	45	13	/	/	SYM
www-nature-com-2208	45	14	paste	paste	NN
www-nature-com-2208	45	15	errors	error	NNS
www-nature-com-2208	45	16	?	?	.
www-nature-com-2208	46	1	Does	do	VBZ
www-nature-com-2208	46	2	the	the	DT
www-nature-com-2208	46	3	researcher	researcher	NN
www-nature-com-2208	46	4	have	have	VB
www-nature-com-2208	46	5	permission	permission	NN
www-nature-com-2208	46	6	to	to	TO
www-nature-com-2208	46	7	use	use	VB
www-nature-com-2208	46	8	the	the	DT
www-nature-com-2208	46	9	data	datum	NNS
www-nature-com-2208	46	10	from	from	IN
www-nature-com-2208	46	11	these	these	DT
www-nature-com-2208	46	12	third	third	JJ
www-nature-com-2208	46	13	-	-	HYPH
www-nature-com-2208	46	14	party	party	NN
www-nature-com-2208	46	15	researchers	researcher	NNS
www-nature-com-2208	46	16	,	,	,
www-nature-com-2208	46	17	under	under	IN
www-nature-com-2208	46	18	what	what	WDT
www-nature-com-2208	46	19	license	license	NN
www-nature-com-2208	46	20	conditions	condition	NNS
www-nature-com-2208	46	21	,	,	,
www-nature-com-2208	46	22	and	and	CC
www-nature-com-2208	46	23	who	who	WP
www-nature-com-2208	46	24	should	should	MD
www-nature-com-2208	46	25	be	be	VB
www-nature-com-2208	46	26	cited	cite	VBN
www-nature-com-2208	46	27	if	if	IN
www-nature-com-2208	46	28	a	a	DT
www-nature-com-2208	46	29	data	data	NN
www-nature-com-2208	46	30	-	-	HYPH
www-nature-com-2208	46	31	point	point	NN
www-nature-com-2208	46	32	is	be	VBZ
www-nature-com-2208	46	33	re	re	JJ
www-nature-com-2208	46	34	-	-	VBN
www-nature-com-2208	46	35	used	use	VBN
www-nature-com-2208	46	36	?	?	.
www-nature-com-2208	47	1	Questions	question	NNS
www-nature-com-2208	47	2	such	such	JJ
www-nature-com-2208	47	3	as	as	IN
www-nature-com-2208	47	4	these	these	DT
www-nature-com-2208	47	5	highlight	highlight	VBP
www-nature-com-2208	47	6	some	some	DT
www-nature-com-2208	47	7	of	of	IN
www-nature-com-2208	47	8	the	the	DT
www-nature-com-2208	47	9	barriers	barrier	NNS
www-nature-com-2208	47	10	to	to	IN
www-nature-com-2208	47	11	data	datum	NNS
www-nature-com-2208	47	12	discovery	discovery	NN
www-nature-com-2208	47	13	and	and	CC
www-nature-com-2208	47	14	reuse	reuse	VB
www-nature-com-2208	47	15	,	,	,
www-nature-com-2208	47	16	not	not	RB
www-nature-com-2208	47	17	only	only	RB
www-nature-com-2208	47	18	for	for	IN
www-nature-com-2208	47	19	humans	human	NNS
www-nature-com-2208	47	20	,	,	,
www-nature-com-2208	47	21	but	but	CC
www-nature-com-2208	47	22	even	even	RB
www-nature-com-2208	47	23	more	more	RBR
www-nature-com-2208	47	24	so	so	RB
www-nature-com-2208	47	25	for	for	IN
www-nature-com-2208	47	26	machines	machine	NNS
www-nature-com-2208	47	27	;	;	:
www-nature-com-2208	47	28	yet	yet	CC
www-nature-com-2208	47	29	it	-PRON-	PRP
www-nature-com-2208	47	30	is	be	VBZ
www-nature-com-2208	47	31	precisely	precisely	RB
www-nature-com-2208	47	32	these	these	DT
www-nature-com-2208	47	33	kinds	kind	NNS
www-nature-com-2208	47	34	of	of	IN
www-nature-com-2208	47	35	deeply	deeply	RB
www-nature-com-2208	47	36	and	and	CC
www-nature-com-2208	47	37	broadly	broadly	RB
www-nature-com-2208	47	38	integrative	integrative	JJ
www-nature-com-2208	47	39	analyses	analysis	NNS
www-nature-com-2208	47	40	that	that	WDT
www-nature-com-2208	47	41	constitute	constitute	VBP
www-nature-com-2208	47	42	the	the	DT
www-nature-com-2208	47	43	bulk	bulk	NN
www-nature-com-2208	47	44	of	of	IN
www-nature-com-2208	47	45	contemporary	contemporary	JJ
www-nature-com-2208	47	46	e	e	NNP
www-nature-com-2208	47	47	-	-	NNP
www-nature-com-2208	47	48	Science	Science	NNP
www-nature-com-2208	47	49	.	.	.
www-nature-com-2208	48	1	The	the	DT
www-nature-com-2208	48	2	reason	reason	NN
www-nature-com-2208	48	3	that	that	IN
www-nature-com-2208	48	4	we	-PRON-	PRP
www-nature-com-2208	48	5	often	often	RB
www-nature-com-2208	48	6	need	need	VBP
www-nature-com-2208	48	7	several	several	JJ
www-nature-com-2208	48	8	weeks	week	NNS
www-nature-com-2208	48	9	(	(	-LRB-
www-nature-com-2208	48	10	or	or	CC
www-nature-com-2208	48	11	months	month	NNS
www-nature-com-2208	48	12	)	)	-RRB-
www-nature-com-2208	48	13	of	of	IN
www-nature-com-2208	48	14	specialist	specialist	JJ
www-nature-com-2208	48	15	technical	technical	JJ
www-nature-com-2208	48	16	effort	effort	NN
www-nature-com-2208	48	17	to	to	TO
www-nature-com-2208	48	18	gather	gather	VB
www-nature-com-2208	48	19	the	the	DT
www-nature-com-2208	48	20	data	datum	NNS
www-nature-com-2208	48	21	necessary	necessary	JJ
www-nature-com-2208	48	22	to	to	TO
www-nature-com-2208	48	23	answer	answer	VB
www-nature-com-2208	48	24	such	such	JJ
www-nature-com-2208	48	25	research	research	NN
www-nature-com-2208	48	26	questions	question	NNS
www-nature-com-2208	48	27	is	be	VBZ
www-nature-com-2208	48	28	not	not	RB
www-nature-com-2208	48	29	the	the	DT
www-nature-com-2208	48	30	lack	lack	NN
www-nature-com-2208	48	31	of	of	IN
www-nature-com-2208	48	32	appropriate	appropriate	JJ
www-nature-com-2208	48	33	technology	technology	NN
www-nature-com-2208	48	34	;	;	:
www-nature-com-2208	48	35	the	the	DT
www-nature-com-2208	48	36	reason	reason	NN
www-nature-com-2208	48	37	is	be	VBZ
www-nature-com-2208	48	38	,	,	,
www-nature-com-2208	48	39	that	that	IN
www-nature-com-2208	48	40	we	-PRON-	PRP
www-nature-com-2208	48	41	do	do	VBP
www-nature-com-2208	48	42	not	not	RB
www-nature-com-2208	48	43	pay	pay	VB
www-nature-com-2208	48	44	our	-PRON-	PRP$
www-nature-com-2208	48	45	valuable	valuable	JJ
www-nature-com-2208	48	46	digital	digital	JJ
www-nature-com-2208	48	47	objects	object	NNS
www-nature-com-2208	48	48	the	the	DT
www-nature-com-2208	48	49	careful	careful	JJ
www-nature-com-2208	48	50	attention	attention	NN
www-nature-com-2208	48	51	they	-PRON-	PRP
www-nature-com-2208	48	52	deserve	deserve	VBP
www-nature-com-2208	48	53	when	when	WRB
www-nature-com-2208	48	54	we	-PRON-	PRP
www-nature-com-2208	48	55	create	create	VBP
www-nature-com-2208	48	56	and	and	CC
www-nature-com-2208	48	57	preserve	preserve	VB
www-nature-com-2208	48	58	them	-PRON-	PRP
www-nature-com-2208	48	59	.	.	.
www-nature-com-2208	49	1	Overcoming	overcome	VBG
www-nature-com-2208	49	2	these	these	DT
www-nature-com-2208	49	3	barriers	barrier	NNS
www-nature-com-2208	49	4	,	,	,
www-nature-com-2208	49	5	therefore	therefore	RB
www-nature-com-2208	49	6	,	,	,
www-nature-com-2208	49	7	necessitates	necessitate	VBZ
www-nature-com-2208	49	8	that	that	IN
www-nature-com-2208	49	9	all	all	DT
www-nature-com-2208	49	10	stakeholders	stakeholder	NNS
www-nature-com-2208	49	11	—	—	:
www-nature-com-2208	49	12	including	include	VBG
www-nature-com-2208	49	13	researchers	researcher	NNS
www-nature-com-2208	49	14	,	,	,
www-nature-com-2208	49	15	special	special	JJ
www-nature-com-2208	49	16	-	-	HYPH
www-nature-com-2208	49	17	purpose	purpose	NN
www-nature-com-2208	49	18	,	,	,
www-nature-com-2208	49	19	and	and	CC
www-nature-com-2208	49	20	general	general	JJ
www-nature-com-2208	49	21	-	-	HYPH
www-nature-com-2208	49	22	purpose	purpose	NN
www-nature-com-2208	49	23	repositories	repository	NNS
www-nature-com-2208	49	24	—	—	:
www-nature-com-2208	49	25	evolve	evolve	VB
www-nature-com-2208	49	26	to	to	TO
www-nature-com-2208	49	27	meet	meet	VB
www-nature-com-2208	49	28	the	the	DT
www-nature-com-2208	49	29	emergent	emergent	JJ
www-nature-com-2208	49	30	challenges	challenge	NNS
www-nature-com-2208	49	31	described	describe	VBN
www-nature-com-2208	49	32	above	above	RB
www-nature-com-2208	49	33	.	.	.
www-nature-com-2208	50	1	The	the	DT
www-nature-com-2208	50	2	goal	goal	NN
www-nature-com-2208	50	3	is	be	VBZ
www-nature-com-2208	50	4	for	for	IN
www-nature-com-2208	50	5	scholarly	scholarly	JJ
www-nature-com-2208	50	6	digital	digital	JJ
www-nature-com-2208	50	7	objects	object	NNS
www-nature-com-2208	50	8	of	of	IN
www-nature-com-2208	50	9	all	all	DT
www-nature-com-2208	50	10	kinds	kind	NNS
www-nature-com-2208	50	11	to	to	TO
www-nature-com-2208	50	12	become	become	VB
www-nature-com-2208	50	13	‘	'	``
www-nature-com-2208	50	14	first	first	JJ
www-nature-com-2208	50	15	class	class	NN
www-nature-com-2208	50	16	citizens	citizen	NNS
www-nature-com-2208	50	17	’	'	''
www-nature-com-2208	50	18	in	in	IN
www-nature-com-2208	50	19	the	the	DT
www-nature-com-2208	50	20	scientific	scientific	JJ
www-nature-com-2208	50	21	publication	publication	NN
www-nature-com-2208	50	22	ecosystem	ecosystem	NN
www-nature-com-2208	50	23	,	,	,
www-nature-com-2208	50	24	where	where	WRB
www-nature-com-2208	50	25	the	the	DT
www-nature-com-2208	50	26	quality	quality	NN
www-nature-com-2208	50	27	of	of	IN
www-nature-com-2208	50	28	the	the	DT
www-nature-com-2208	50	29	publication	publication	NN
www-nature-com-2208	50	30	—	—	:
www-nature-com-2208	50	31	and	and	CC
www-nature-com-2208	50	32	more	more	RBR
www-nature-com-2208	50	33	importantly	importantly	RB
www-nature-com-2208	50	34	,	,	,
www-nature-com-2208	50	35	the	the	DT
www-nature-com-2208	50	36	impact	impact	NN
www-nature-com-2208	50	37	of	of	IN
www-nature-com-2208	50	38	the	the	DT
www-nature-com-2208	50	39	publication	publication	NN
www-nature-com-2208	50	40	—	—	:
www-nature-com-2208	50	41	is	be	VBZ
www-nature-com-2208	50	42	a	a	DT
www-nature-com-2208	50	43	function	function	NN
www-nature-com-2208	50	44	of	of	IN
www-nature-com-2208	50	45	its	-PRON-	PRP$
www-nature-com-2208	50	46	ability	ability	NN
www-nature-com-2208	50	47	to	to	TO
www-nature-com-2208	50	48	be	be	VB
www-nature-com-2208	50	49	accurately	accurately	RB
www-nature-com-2208	50	50	and	and	CC
www-nature-com-2208	50	51	appropriately	appropriately	RB
www-nature-com-2208	50	52	found	find	VBN
www-nature-com-2208	50	53	,	,	,
www-nature-com-2208	50	54	re	re	VB
www-nature-com-2208	50	55	-	-	VBN
www-nature-com-2208	50	56	used	use	VBN
www-nature-com-2208	50	57	,	,	,
www-nature-com-2208	50	58	and	and	CC
www-nature-com-2208	50	59	cited	cite	VBN
www-nature-com-2208	50	60	over	over	IN
www-nature-com-2208	50	61	time	time	NN
www-nature-com-2208	50	62	,	,	,
www-nature-com-2208	50	63	by	by	IN
www-nature-com-2208	50	64	all	all	DT
www-nature-com-2208	50	65	stakeholders	stakeholder	NNS
www-nature-com-2208	50	66	,	,	,
www-nature-com-2208	50	67	both	both	CC
www-nature-com-2208	50	68	human	human	JJ
www-nature-com-2208	50	69	and	and	CC
www-nature-com-2208	50	70	mechanical	mechanical	JJ
www-nature-com-2208	50	71	.	.	.
www-nature-com-2208	51	1	With	with	IN
www-nature-com-2208	51	2	this	this	DT
www-nature-com-2208	51	3	goal	goal	NN
www-nature-com-2208	51	4	in	in	IN
www-nature-com-2208	51	5	-	-	HYPH
www-nature-com-2208	51	6	mind	mind	NN
www-nature-com-2208	51	7	,	,	,
www-nature-com-2208	51	8	a	a	DT
www-nature-com-2208	51	9	workshop	workshop	NN
www-nature-com-2208	51	10	was	be	VBD
www-nature-com-2208	51	11	held	hold	VBN
www-nature-com-2208	51	12	in	in	IN
www-nature-com-2208	51	13	Leiden	Leiden	NNP
www-nature-com-2208	51	14	,	,	,
www-nature-com-2208	51	15	Netherlands	Netherlands	NNP
www-nature-com-2208	51	16	,	,	,
www-nature-com-2208	51	17	in	in	IN
www-nature-com-2208	51	18	2014	2014	CD
www-nature-com-2208	51	19	,	,	,
www-nature-com-2208	51	20	named	name	VBN
www-nature-com-2208	51	21	‘	'	``
www-nature-com-2208	51	22	Jointly	jointly	RB
www-nature-com-2208	51	23	Designing	design	VBG
www-nature-com-2208	51	24	a	a	DT
www-nature-com-2208	51	25	Data	Data	NNP
www-nature-com-2208	51	26	Fairport	Fairport	NNP
www-nature-com-2208	51	27	’	'	''
www-nature-com-2208	51	28	.	.	.
www-nature-com-2208	52	1	This	this	DT
www-nature-com-2208	52	2	workshop	workshop	NN
www-nature-com-2208	52	3	brought	bring	VBD
www-nature-com-2208	52	4	together	together	RP
www-nature-com-2208	52	5	a	a	DT
www-nature-com-2208	52	6	wide	wide	JJ
www-nature-com-2208	52	7	group	group	NN
www-nature-com-2208	52	8	of	of	IN
www-nature-com-2208	52	9	academic	academic	JJ
www-nature-com-2208	52	10	and	and	CC
www-nature-com-2208	52	11	private	private	JJ
www-nature-com-2208	52	12	stakeholders	stakeholder	NNS
www-nature-com-2208	52	13	all	all	DT
www-nature-com-2208	52	14	of	of	IN
www-nature-com-2208	52	15	whom	whom	WP
www-nature-com-2208	52	16	had	have	VBD
www-nature-com-2208	52	17	an	an	DT
www-nature-com-2208	52	18	interest	interest	NN
www-nature-com-2208	52	19	in	in	IN
www-nature-com-2208	52	20	overcoming	overcome	VBG
www-nature-com-2208	52	21	data	datum	NNS
www-nature-com-2208	52	22	discovery	discovery	NN
www-nature-com-2208	52	23	and	and	CC
www-nature-com-2208	52	24	reuse	reuse	VB
www-nature-com-2208	52	25	obstacles	obstacle	NNS
www-nature-com-2208	52	26	.	.	.
www-nature-com-2208	53	1	From	from	IN
www-nature-com-2208	53	2	the	the	DT
www-nature-com-2208	53	3	deliberations	deliberation	NNS
www-nature-com-2208	53	4	at	at	IN
www-nature-com-2208	53	5	the	the	DT
www-nature-com-2208	53	6	workshop	workshop	NN
www-nature-com-2208	53	7	the	the	DT
www-nature-com-2208	53	8	notion	notion	NN
www-nature-com-2208	53	9	emerged	emerge	VBD
www-nature-com-2208	53	10	that	that	IN
www-nature-com-2208	53	11	,	,	,
www-nature-com-2208	53	12	through	through	IN
www-nature-com-2208	53	13	the	the	DT
www-nature-com-2208	53	14	definition	definition	NN
www-nature-com-2208	53	15	of	of	IN
www-nature-com-2208	53	16	,	,	,
www-nature-com-2208	53	17	and	and	CC
www-nature-com-2208	53	18	widespread	widespread	JJ
www-nature-com-2208	53	19	support	support	NN
www-nature-com-2208	53	20	for	for	IN
www-nature-com-2208	53	21	,	,	,
www-nature-com-2208	53	22	a	a	DT
www-nature-com-2208	53	23	minimal	minimal	JJ
www-nature-com-2208	53	24	set	set	NN
www-nature-com-2208	53	25	of	of	IN
www-nature-com-2208	53	26	community	community	NN
www-nature-com-2208	53	27	-	-	HYPH
www-nature-com-2208	53	28	agreed	agree	VBN
www-nature-com-2208	53	29	guiding	guide	VBG
www-nature-com-2208	53	30	principles	principle	NNS
www-nature-com-2208	53	31	and	and	CC
www-nature-com-2208	53	32	practices	practice	NNS
www-nature-com-2208	53	33	,	,	,
www-nature-com-2208	53	34	all	all	DT
www-nature-com-2208	53	35	stakeholders	stakeholder	NNS
www-nature-com-2208	53	36	could	could	MD
www-nature-com-2208	53	37	more	more	RBR
www-nature-com-2208	53	38	easily	easily	RB
www-nature-com-2208	53	39	discover	discover	VB
www-nature-com-2208	53	40	,	,	,
www-nature-com-2208	53	41	access	access	NN
www-nature-com-2208	53	42	,	,	,
www-nature-com-2208	53	43	appropriately	appropriately	RB
www-nature-com-2208	53	44	integrate	integrate	VBP
www-nature-com-2208	53	45	and	and	CC
www-nature-com-2208	53	46	re	re	VB
www-nature-com-2208	53	47	-	-	VB
www-nature-com-2208	53	48	use	use	VB
www-nature-com-2208	53	49	,	,	,
www-nature-com-2208	53	50	and	and	CC
www-nature-com-2208	53	51	adequately	adequately	RB
www-nature-com-2208	53	52	cite	cite	VB
www-nature-com-2208	53	53	,	,	,
www-nature-com-2208	53	54	the	the	DT
www-nature-com-2208	53	55	vast	vast	JJ
www-nature-com-2208	53	56	quantities	quantity	NNS
www-nature-com-2208	53	57	of	of	IN
www-nature-com-2208	53	58	information	information	NN
www-nature-com-2208	53	59	being	be	VBG
www-nature-com-2208	53	60	generated	generate	VBN
www-nature-com-2208	53	61	by	by	IN
www-nature-com-2208	53	62	contemporary	contemporary	JJ
www-nature-com-2208	53	63	data	datum	NNS
www-nature-com-2208	53	64	-	-	HYPH
www-nature-com-2208	53	65	intensive	intensive	JJ
www-nature-com-2208	53	66	science	science	NN
www-nature-com-2208	53	67	.	.	.
www-nature-com-2208	54	1	The	the	DT
www-nature-com-2208	54	2	meeting	meeting	NN
www-nature-com-2208	54	3	concluded	conclude	VBD
www-nature-com-2208	54	4	with	with	IN
www-nature-com-2208	54	5	a	a	DT
www-nature-com-2208	54	6	draft	draft	NN
www-nature-com-2208	54	7	formulation	formulation	NN
www-nature-com-2208	54	8	of	of	IN
www-nature-com-2208	54	9	a	a	DT
www-nature-com-2208	54	10	set	set	NN
www-nature-com-2208	54	11	of	of	IN
www-nature-com-2208	54	12	foundational	foundational	JJ
www-nature-com-2208	54	13	principles	principle	NNS
www-nature-com-2208	54	14	that	that	WDT
www-nature-com-2208	54	15	were	be	VBD
www-nature-com-2208	54	16	subsequently	subsequently	RB
www-nature-com-2208	54	17	elaborated	elaborate	VBN
www-nature-com-2208	54	18	in	in	IN
www-nature-com-2208	54	19	greater	great	JJR
www-nature-com-2208	54	20	detail	detail	NN
www-nature-com-2208	54	21	—	—	:
www-nature-com-2208	54	22	namely	namely	RB
www-nature-com-2208	54	23	,	,	,
www-nature-com-2208	54	24	that	that	IN
www-nature-com-2208	54	25	all	all	DT
www-nature-com-2208	54	26	research	research	NN
www-nature-com-2208	54	27	objects	object	NNS
www-nature-com-2208	54	28	should	should	MD
www-nature-com-2208	54	29	be	be	VB
www-nature-com-2208	54	30	Findable	findable	JJ
www-nature-com-2208	54	31	,	,	,
www-nature-com-2208	54	32	Accessible	accessible	JJ
www-nature-com-2208	54	33	,	,	,
www-nature-com-2208	54	34	Interoperable	interoperable	JJ
www-nature-com-2208	54	35	and	and	CC
www-nature-com-2208	54	36	Reusable	reusable	JJ
www-nature-com-2208	54	37	(	(	-LRB-
www-nature-com-2208	54	38	FAIR	FAIR	NNP
www-nature-com-2208	54	39	)	)	-RRB-
www-nature-com-2208	54	40	both	both	DT
www-nature-com-2208	54	41	for	for	IN
www-nature-com-2208	54	42	machines	machine	NNS
www-nature-com-2208	54	43	and	and	CC
www-nature-com-2208	54	44	for	for	IN
www-nature-com-2208	54	45	people	people	NNS
www-nature-com-2208	54	46	.	.	.
www-nature-com-2208	55	1	These	these	DT
www-nature-com-2208	55	2	are	be	VBP
www-nature-com-2208	55	3	now	now	RB
www-nature-com-2208	55	4	referred	refer	VBN
www-nature-com-2208	55	5	to	to	IN
www-nature-com-2208	55	6	as	as	IN
www-nature-com-2208	55	7	the	the	DT
www-nature-com-2208	55	8	FAIR	FAIR	NNP
www-nature-com-2208	55	9	Guiding	Guiding	NNP
www-nature-com-2208	55	10	Principles	Principles	NNPS
www-nature-com-2208	55	11	.	.	.
www-nature-com-2208	56	1	Subsequently	subsequently	RB
www-nature-com-2208	56	2	,	,	,
www-nature-com-2208	56	3	a	a	DT
www-nature-com-2208	56	4	dedicated	dedicated	JJ
www-nature-com-2208	56	5	FAIR	FAIR	NNP
www-nature-com-2208	56	6	working	working	NN
www-nature-com-2208	56	7	group	group	NN
www-nature-com-2208	56	8	,	,	,
www-nature-com-2208	56	9	established	establish	VBN
www-nature-com-2208	56	10	by	by	IN
www-nature-com-2208	56	11	several	several	JJ
www-nature-com-2208	56	12	members	member	NNS
www-nature-com-2208	56	13	of	of	IN
www-nature-com-2208	56	14	the	the	DT
www-nature-com-2208	56	15	FORCE11	FORCE11	NNP
www-nature-com-2208	56	16	community10	community10	NNP
www-nature-com-2208	56	17	fine	fine	RB
www-nature-com-2208	56	18	-	-	HYPH
www-nature-com-2208	56	19	tuned	tune	VBN
www-nature-com-2208	56	20	and	and	CC
www-nature-com-2208	56	21	improved	improve	VBD
www-nature-com-2208	56	22	the	the	DT
www-nature-com-2208	56	23	Principles	Principles	NNPS
www-nature-com-2208	56	24	.	.	.
www-nature-com-2208	57	1	The	the	DT
www-nature-com-2208	57	2	results	result	NNS
www-nature-com-2208	57	3	of	of	IN
www-nature-com-2208	57	4	these	these	DT
www-nature-com-2208	57	5	efforts	effort	NNS
www-nature-com-2208	57	6	are	be	VBP
www-nature-com-2208	57	7	reported	report	VBN
www-nature-com-2208	57	8	here	here	RB
www-nature-com-2208	57	9	.	.	.
www-nature-com-2208	58	1	Box	Box	NNP
www-nature-com-2208	58	2	1	1	CD
www-nature-com-2208	58	3	:	:	:
www-nature-com-2208	58	4	Terms	term	NNS
www-nature-com-2208	58	5	and	and	CC
www-nature-com-2208	58	6	Abbreviations	Abbreviations	NNPS
www-nature-com-2208	58	7	BD2K	BD2K	NNS
www-nature-com-2208	58	8	—	—	:
www-nature-com-2208	58	9	Big	Big	NNP
www-nature-com-2208	58	10	Data	Data	NNP
www-nature-com-2208	58	11	2	2	CD
www-nature-com-2208	58	12	Knowledge	Knowledge	NNP
www-nature-com-2208	58	13	,	,	,
www-nature-com-2208	58	14	is	be	VBZ
www-nature-com-2208	58	15	a	a	DT
www-nature-com-2208	58	16	trans	trans	NNP
www-nature-com-2208	58	17	-	-	JJ
www-nature-com-2208	58	18	NIH	NIH	NNP
www-nature-com-2208	58	19	initiative	initiative	NN
www-nature-com-2208	58	20	established	establish	VBN
www-nature-com-2208	58	21	to	to	TO
www-nature-com-2208	58	22	enable	enable	VB
www-nature-com-2208	58	23	biomedical	biomedical	JJ
www-nature-com-2208	58	24	research	research	NN
www-nature-com-2208	58	25	as	as	IN
www-nature-com-2208	58	26	a	a	DT
www-nature-com-2208	58	27	digital	digital	JJ
www-nature-com-2208	58	28	research	research	NN
www-nature-com-2208	58	29	enterprise	enterprise	NN
www-nature-com-2208	58	30	,	,	,
www-nature-com-2208	58	31	to	to	TO
www-nature-com-2208	58	32	facilitate	facilitate	VB
www-nature-com-2208	58	33	discovery	discovery	NN
www-nature-com-2208	58	34	and	and	CC
www-nature-com-2208	58	35	support	support	VB
www-nature-com-2208	58	36	new	new	JJ
www-nature-com-2208	58	37	knowledge	knowledge	NN
www-nature-com-2208	58	38	,	,	,
www-nature-com-2208	58	39	and	and	CC
www-nature-com-2208	58	40	to	to	TO
www-nature-com-2208	58	41	maximise	maximise	VB
www-nature-com-2208	58	42	community	community	NNP
www-nature-com-2208	58	43	engagement	engagement	NN
www-nature-com-2208	58	44	.	.	.
www-nature-com-2208	59	1	DOI	DOI	NNP
www-nature-com-2208	59	2	—	—	:
www-nature-com-2208	59	3	Digital	Digital	NNP
www-nature-com-2208	59	4	Object	Object	NNP
www-nature-com-2208	59	5	Identifier	Identifier	NNP
www-nature-com-2208	59	6	;	;	:
www-nature-com-2208	59	7	a	a	DT
www-nature-com-2208	59	8	code	code	NN
www-nature-com-2208	59	9	used	use	VBN
www-nature-com-2208	59	10	to	to	TO
www-nature-com-2208	59	11	permanently	permanently	RB
www-nature-com-2208	59	12	and	and	CC
www-nature-com-2208	59	13	stably	stably	RB
www-nature-com-2208	59	14	identify	identify	VB
www-nature-com-2208	59	15	(	(	-LRB-
www-nature-com-2208	59	16	usually	usually	RB
www-nature-com-2208	59	17	digital	digital	JJ
www-nature-com-2208	59	18	)	)	-RRB-
www-nature-com-2208	59	19	objects	object	NNS
www-nature-com-2208	59	20	.	.	.
www-nature-com-2208	60	1	DOIs	doi	NNS
www-nature-com-2208	60	2	provide	provide	VBP
www-nature-com-2208	60	3	a	a	DT
www-nature-com-2208	60	4	standard	standard	JJ
www-nature-com-2208	60	5	mechanism	mechanism	NN
www-nature-com-2208	60	6	for	for	IN
www-nature-com-2208	60	7	retrieval	retrieval	NN
www-nature-com-2208	60	8	of	of	IN
www-nature-com-2208	60	9	metadata	metadata	NN
www-nature-com-2208	60	10	about	about	IN
www-nature-com-2208	60	11	the	the	DT
www-nature-com-2208	60	12	object	object	NN
www-nature-com-2208	60	13	,	,	,
www-nature-com-2208	60	14	and	and	CC
www-nature-com-2208	60	15	generally	generally	RB
www-nature-com-2208	60	16	a	a	DT
www-nature-com-2208	60	17	means	means	NN
www-nature-com-2208	60	18	to	to	TO
www-nature-com-2208	60	19	access	access	VB
www-nature-com-2208	60	20	the	the	DT
www-nature-com-2208	60	21	data	datum	NNS
www-nature-com-2208	60	22	object	object	VBP
www-nature-com-2208	60	23	itself	-PRON-	PRP
www-nature-com-2208	60	24	.	.	.
www-nature-com-2208	61	1	FAIR	FAIR	NNP
www-nature-com-2208	61	2	—	—	:
www-nature-com-2208	61	3	Findable	findable	JJ
www-nature-com-2208	61	4	,	,	,
www-nature-com-2208	61	5	Accessible	accessible	JJ
www-nature-com-2208	61	6	,	,	,
www-nature-com-2208	61	7	Interoperable	interoperable	JJ
www-nature-com-2208	61	8	,	,	,
www-nature-com-2208	61	9	Reusable	reusable	JJ
www-nature-com-2208	61	10	.	.	.
www-nature-com-2208	62	1	FORCE11—The	FORCE11—The	NNP
www-nature-com-2208	62	2	Future	future	NN
www-nature-com-2208	62	3	of	of	IN
www-nature-com-2208	62	4	Research	Research	NNP
www-nature-com-2208	62	5	Communications	Communications	NNPS
www-nature-com-2208	62	6	and	and	CC
www-nature-com-2208	62	7	e	e	NNP
www-nature-com-2208	62	8	-	-	NN
www-nature-com-2208	62	9	Scholarship	scholarship	NN
www-nature-com-2208	62	10	;	;	:
www-nature-com-2208	62	11	a	a	DT
www-nature-com-2208	62	12	community	community	NN
www-nature-com-2208	62	13	of	of	IN
www-nature-com-2208	62	14	scholars	scholar	NNS
www-nature-com-2208	62	15	,	,	,
www-nature-com-2208	62	16	librarians	librarian	NNS
www-nature-com-2208	62	17	,	,	,
www-nature-com-2208	62	18	archivists	archivist	NNS
www-nature-com-2208	62	19	,	,	,
www-nature-com-2208	62	20	publishers	publisher	NNS
www-nature-com-2208	62	21	and	and	CC
www-nature-com-2208	62	22	research	research	NN
www-nature-com-2208	62	23	funders	funder	NNS
www-nature-com-2208	62	24	that	that	WDT
www-nature-com-2208	62	25	has	have	VBZ
www-nature-com-2208	62	26	arisen	arise	VBN
www-nature-com-2208	62	27	organically	organically	RB
www-nature-com-2208	62	28	to	to	TO
www-nature-com-2208	62	29	help	help	VB
www-nature-com-2208	62	30	facilitate	facilitate	VB
www-nature-com-2208	62	31	the	the	DT
www-nature-com-2208	62	32	change	change	NN
www-nature-com-2208	62	33	toward	toward	IN
www-nature-com-2208	62	34	improved	improved	JJ
www-nature-com-2208	62	35	knowledge	knowledge	NN
www-nature-com-2208	62	36	creation	creation	NN
www-nature-com-2208	62	37	and	and	CC
www-nature-com-2208	62	38	sharing	sharing	NN
www-nature-com-2208	62	39	,	,	,
www-nature-com-2208	62	40	initiated	initiate	VBN
www-nature-com-2208	62	41	in	in	IN
www-nature-com-2208	62	42	2011	2011	CD
www-nature-com-2208	62	43	.	.	.
www-nature-com-2208	63	1	Interoperability	interoperability	NN
www-nature-com-2208	63	2	—	—	:
www-nature-com-2208	63	3	the	the	DT
www-nature-com-2208	63	4	ability	ability	NN
www-nature-com-2208	63	5	of	of	IN
www-nature-com-2208	63	6	data	datum	NNS
www-nature-com-2208	63	7	or	or	CC
www-nature-com-2208	63	8	tools	tool	NNS
www-nature-com-2208	63	9	from	from	IN
www-nature-com-2208	63	10	non	non	JJ
www-nature-com-2208	63	11	-	-	JJ
www-nature-com-2208	63	12	cooperating	cooperating	JJ
www-nature-com-2208	63	13	resources	resource	NNS
www-nature-com-2208	63	14	to	to	TO
www-nature-com-2208	63	15	integrate	integrate	VB
www-nature-com-2208	63	16	or	or	CC
www-nature-com-2208	63	17	work	work	VB
www-nature-com-2208	63	18	together	together	RB
www-nature-com-2208	63	19	with	with	IN
www-nature-com-2208	63	20	minimal	minimal	JJ
www-nature-com-2208	63	21	effort	effort	NN
www-nature-com-2208	63	22	.	.	.
www-nature-com-2208	64	1	JDDCP	JDDCP	NNP
www-nature-com-2208	64	2	—	—	:
www-nature-com-2208	64	3	Joint	Joint	NNP
www-nature-com-2208	64	4	Declaration	Declaration	NNP
www-nature-com-2208	64	5	of	of	IN
www-nature-com-2208	64	6	Data	Data	NNP
www-nature-com-2208	64	7	Citation	Citation	NNP
www-nature-com-2208	64	8	Principles	Principles	NNPS
www-nature-com-2208	64	9	;	;	:
www-nature-com-2208	64	10	Acknowledging	acknowledge	VBG
www-nature-com-2208	64	11	data	datum	NNS
www-nature-com-2208	64	12	as	as	IN
www-nature-com-2208	64	13	a	a	DT
www-nature-com-2208	64	14	first	first	JJ
www-nature-com-2208	64	15	-	-	HYPH
www-nature-com-2208	64	16	class	class	NN
www-nature-com-2208	64	17	research	research	NN
www-nature-com-2208	64	18	output	output	NN
www-nature-com-2208	64	19	,	,	,
www-nature-com-2208	64	20	and	and	CC
www-nature-com-2208	64	21	to	to	TO
www-nature-com-2208	64	22	support	support	VB
www-nature-com-2208	64	23	good	good	JJ
www-nature-com-2208	64	24	research	research	NN
www-nature-com-2208	64	25	practices	practice	NNS
www-nature-com-2208	64	26	around	around	IN
www-nature-com-2208	64	27	data	datum	NNS
www-nature-com-2208	64	28	re	re	NN
www-nature-com-2208	64	29	-	-	NN
www-nature-com-2208	64	30	use	use	VBP
www-nature-com-2208	64	31	,	,	,
www-nature-com-2208	64	32	JDDCP	JDDCP	NNP
www-nature-com-2208	64	33	proposes	propose	VBZ
www-nature-com-2208	64	34	a	a	DT
www-nature-com-2208	64	35	set	set	NN
www-nature-com-2208	64	36	of	of	IN
www-nature-com-2208	64	37	guiding	guide	VBG
www-nature-com-2208	64	38	principles	principle	NNS
www-nature-com-2208	64	39	for	for	IN
www-nature-com-2208	64	40	citation	citation	NN
www-nature-com-2208	64	41	of	of	IN
www-nature-com-2208	64	42	data	datum	NNS
www-nature-com-2208	64	43	within	within	IN
www-nature-com-2208	64	44	scholarly	scholarly	NNP
www-nature-com-2208	64	45	literature	literature	NNP
www-nature-com-2208	64	46	,	,	,
www-nature-com-2208	64	47	another	another	DT
www-nature-com-2208	64	48	dataset	dataset	NN
www-nature-com-2208	64	49	,	,	,
www-nature-com-2208	64	50	or	or	CC
www-nature-com-2208	64	51	any	any	DT
www-nature-com-2208	64	52	other	other	JJ
www-nature-com-2208	64	53	research	research	NN
www-nature-com-2208	64	54	object	object	NN
www-nature-com-2208	64	55	.	.	.
www-nature-com-2208	65	1	RDF	RDF	NNP
www-nature-com-2208	65	2	—	—	:
www-nature-com-2208	65	3	Resource	Resource	NNP
www-nature-com-2208	65	4	Description	Description	NNP
www-nature-com-2208	65	5	Framework	Framework	NNP
www-nature-com-2208	65	6	;	;	:
www-nature-com-2208	65	7	a	a	DT
www-nature-com-2208	65	8	globally	globally	RB
www-nature-com-2208	65	9	-	-	HYPH
www-nature-com-2208	65	10	accepted	accept	VBN
www-nature-com-2208	65	11	framework	framework	NN
www-nature-com-2208	65	12	for	for	IN
www-nature-com-2208	65	13	data	datum	NNS
www-nature-com-2208	65	14	and	and	CC
www-nature-com-2208	65	15	knowledge	knowledge	NN
www-nature-com-2208	65	16	representation	representation	NN
www-nature-com-2208	65	17	that	that	WDT
www-nature-com-2208	65	18	is	be	VBZ
www-nature-com-2208	65	19	intended	intend	VBN
www-nature-com-2208	65	20	to	to	TO
www-nature-com-2208	65	21	be	be	VB
www-nature-com-2208	65	22	read	read	VBN
www-nature-com-2208	65	23	and	and	CC
www-nature-com-2208	65	24	interpreted	interpret	VBN
www-nature-com-2208	65	25	by	by	IN
www-nature-com-2208	65	26	machines	machine	NNS
www-nature-com-2208	65	27	.	.	.
www-nature-com-2208	66	1	The	the	DT
www-nature-com-2208	66	2	significance	significance	NN
www-nature-com-2208	66	3	of	of	IN
www-nature-com-2208	66	4	machines	machine	NNS
www-nature-com-2208	66	5	in	in	IN
www-nature-com-2208	66	6	data	data	NN
www-nature-com-2208	66	7	-	-	HYPH
www-nature-com-2208	66	8	rich	rich	JJ
www-nature-com-2208	66	9	research	research	NN
www-nature-com-2208	66	10	environments	environment	VBZ
www-nature-com-2208	66	11	The	the	DT
www-nature-com-2208	66	12	emphasis	emphasis	NN
www-nature-com-2208	66	13	placed	place	VBN
www-nature-com-2208	66	14	on	on	IN
www-nature-com-2208	66	15	FAIRness	fairness	NN
www-nature-com-2208	66	16	being	be	VBG
www-nature-com-2208	66	17	applied	apply	VBN
www-nature-com-2208	66	18	to	to	IN
www-nature-com-2208	66	19	both	both	CC
www-nature-com-2208	66	20	human	human	NN
www-nature-com-2208	66	21	-	-	HYPH
www-nature-com-2208	66	22	driven	drive	VBN
www-nature-com-2208	66	23	and	and	CC
www-nature-com-2208	66	24	machine	machine	NN
www-nature-com-2208	66	25	-	-	HYPH
www-nature-com-2208	66	26	driven	drive	VBN
www-nature-com-2208	66	27	activities	activity	NNS
www-nature-com-2208	66	28	,	,	,
www-nature-com-2208	66	29	is	be	VBZ
www-nature-com-2208	66	30	a	a	DT
www-nature-com-2208	66	31	specific	specific	JJ
www-nature-com-2208	66	32	focus	focus	NN
www-nature-com-2208	66	33	of	of	IN
www-nature-com-2208	66	34	the	the	DT
www-nature-com-2208	66	35	FAIR	FAIR	NNP
www-nature-com-2208	66	36	Guiding	Guiding	NNP
www-nature-com-2208	66	37	Principles	Principles	NNPS
www-nature-com-2208	66	38	that	that	WDT
www-nature-com-2208	66	39	distinguishes	distinguish	VBZ
www-nature-com-2208	66	40	them	-PRON-	PRP
www-nature-com-2208	66	41	from	from	IN
www-nature-com-2208	66	42	many	many	JJ
www-nature-com-2208	66	43	peer	peer	NN
www-nature-com-2208	66	44	initiatives	initiative	NNS
www-nature-com-2208	66	45	(	(	-LRB-
www-nature-com-2208	66	46	discussed	discuss	VBN
www-nature-com-2208	66	47	in	in	IN
www-nature-com-2208	66	48	the	the	DT
www-nature-com-2208	66	49	subsequent	subsequent	JJ
www-nature-com-2208	66	50	section	section	NN
www-nature-com-2208	66	51	)	)	-RRB-
www-nature-com-2208	66	52	.	.	.
www-nature-com-2208	67	1	Humans	human	NNS
www-nature-com-2208	67	2	and	and	CC
www-nature-com-2208	67	3	machines	machine	NNS
www-nature-com-2208	67	4	often	often	RB
www-nature-com-2208	67	5	face	face	VBP
www-nature-com-2208	67	6	distinct	distinct	JJ
www-nature-com-2208	67	7	barriers	barrier	NNS
www-nature-com-2208	67	8	when	when	WRB
www-nature-com-2208	67	9	attempting	attempt	VBG
www-nature-com-2208	67	10	to	to	TO
www-nature-com-2208	67	11	find	find	VB
www-nature-com-2208	67	12	and	and	CC
www-nature-com-2208	67	13	process	process	VB
www-nature-com-2208	67	14	data	datum	NNS
www-nature-com-2208	67	15	on	on	IN
www-nature-com-2208	67	16	the	the	DT
www-nature-com-2208	67	17	Web	web	NN
www-nature-com-2208	67	18	.	.	.
www-nature-com-2208	68	1	Humans	human	NNS
www-nature-com-2208	68	2	have	have	VBP
www-nature-com-2208	68	3	an	an	DT
www-nature-com-2208	68	4	intuitive	intuitive	JJ
www-nature-com-2208	68	5	sense	sense	NN
www-nature-com-2208	68	6	of	of	IN
www-nature-com-2208	68	7	‘	'	``
www-nature-com-2208	68	8	semantics	semantic	NNS
www-nature-com-2208	68	9	’	'	''
www-nature-com-2208	68	10	(	(	-LRB-
www-nature-com-2208	68	11	the	the	DT
www-nature-com-2208	68	12	meaning	meaning	NN
www-nature-com-2208	68	13	or	or	CC
www-nature-com-2208	68	14	intent	intent	NN
www-nature-com-2208	68	15	of	of	IN
www-nature-com-2208	68	16	a	a	DT
www-nature-com-2208	68	17	digital	digital	JJ
www-nature-com-2208	68	18	object	object	NN
www-nature-com-2208	68	19	)	)	-RRB-
www-nature-com-2208	68	20	because	because	IN
www-nature-com-2208	68	21	we	-PRON-	PRP
www-nature-com-2208	68	22	are	be	VBP
www-nature-com-2208	68	23	capable	capable	JJ
www-nature-com-2208	68	24	of	of	IN
www-nature-com-2208	68	25	identifying	identify	VBG
www-nature-com-2208	68	26	and	and	CC
www-nature-com-2208	68	27	interpreting	interpret	VBG
www-nature-com-2208	68	28	a	a	DT
www-nature-com-2208	68	29	wide	wide	JJ
www-nature-com-2208	68	30	variety	variety	NN
www-nature-com-2208	68	31	of	of	IN
www-nature-com-2208	68	32	contextual	contextual	JJ
www-nature-com-2208	68	33	cues	cue	NNS
www-nature-com-2208	68	34	,	,	,
www-nature-com-2208	68	35	whether	whether	IN
www-nature-com-2208	68	36	those	those	DT
www-nature-com-2208	68	37	take	take	VBP
www-nature-com-2208	68	38	the	the	DT
www-nature-com-2208	68	39	form	form	NN
www-nature-com-2208	68	40	of	of	IN
www-nature-com-2208	68	41	structural	structural	JJ
www-nature-com-2208	68	42	/	/	SYM
www-nature-com-2208	68	43	visual	visual	JJ
www-nature-com-2208	68	44	/	/	SYM
www-nature-com-2208	68	45	iconic	iconic	JJ
www-nature-com-2208	68	46	cues	cue	NNS
www-nature-com-2208	68	47	in	in	IN
www-nature-com-2208	68	48	the	the	DT
www-nature-com-2208	68	49	layout	layout	NN
www-nature-com-2208	68	50	of	of	IN
www-nature-com-2208	68	51	a	a	DT
www-nature-com-2208	68	52	Web	web	NN
www-nature-com-2208	68	53	page	page	NN
www-nature-com-2208	68	54	,	,	,
www-nature-com-2208	68	55	or	or	CC
www-nature-com-2208	68	56	the	the	DT
www-nature-com-2208	68	57	content	content	NN
www-nature-com-2208	68	58	of	of	IN
www-nature-com-2208	68	59	narrative	narrative	JJ
www-nature-com-2208	68	60	notes	note	NNS
www-nature-com-2208	68	61	.	.	.
www-nature-com-2208	69	1	As	as	IN
www-nature-com-2208	69	2	such	such	JJ
www-nature-com-2208	69	3	,	,	,
www-nature-com-2208	69	4	we	-PRON-	PRP
www-nature-com-2208	69	5	are	be	VBP
www-nature-com-2208	69	6	less	less	RBR
www-nature-com-2208	69	7	likely	likely	JJ
www-nature-com-2208	69	8	to	to	TO
www-nature-com-2208	69	9	make	make	VB
www-nature-com-2208	69	10	errors	error	NNS
www-nature-com-2208	69	11	in	in	IN
www-nature-com-2208	69	12	the	the	DT
www-nature-com-2208	69	13	selection	selection	NN
www-nature-com-2208	69	14	of	of	IN
www-nature-com-2208	69	15	appropriate	appropriate	JJ
www-nature-com-2208	69	16	data	datum	NNS
www-nature-com-2208	69	17	or	or	CC
www-nature-com-2208	69	18	other	other	JJ
www-nature-com-2208	69	19	digital	digital	JJ
www-nature-com-2208	69	20	objects	object	NNS
www-nature-com-2208	69	21	,	,	,
www-nature-com-2208	69	22	although	although	IN
www-nature-com-2208	69	23	humans	human	NNS
www-nature-com-2208	69	24	will	will	MD
www-nature-com-2208	69	25	face	face	VB
www-nature-com-2208	69	26	similar	similar	JJ
www-nature-com-2208	69	27	difficulties	difficulty	NNS
www-nature-com-2208	69	28	if	if	IN
www-nature-com-2208	69	29	sufficient	sufficient	JJ
www-nature-com-2208	69	30	contextual	contextual	JJ
www-nature-com-2208	69	31	metadata	metadata	NN
www-nature-com-2208	69	32	is	be	VBZ
www-nature-com-2208	69	33	lacking	lack	VBG
www-nature-com-2208	69	34	.	.	.
www-nature-com-2208	70	1	The	the	DT
www-nature-com-2208	70	2	primary	primary	JJ
www-nature-com-2208	70	3	limitation	limitation	NN
www-nature-com-2208	70	4	of	of	IN
www-nature-com-2208	70	5	humans	human	NNS
www-nature-com-2208	70	6	,	,	,
www-nature-com-2208	70	7	however	however	RB
www-nature-com-2208	70	8	,	,	,
www-nature-com-2208	70	9	is	be	VBZ
www-nature-com-2208	70	10	that	that	IN
www-nature-com-2208	70	11	we	-PRON-	PRP
www-nature-com-2208	70	12	are	be	VBP
www-nature-com-2208	70	13	unable	unable	JJ
www-nature-com-2208	70	14	to	to	TO
www-nature-com-2208	70	15	operate	operate	VB
www-nature-com-2208	70	16	at	at	IN
www-nature-com-2208	70	17	the	the	DT
www-nature-com-2208	70	18	scope	scope	NN
www-nature-com-2208	70	19	,	,	,
www-nature-com-2208	70	20	scale	scale	NN
www-nature-com-2208	70	21	,	,	,
www-nature-com-2208	70	22	and	and	CC
www-nature-com-2208	70	23	speed	speed	NN
www-nature-com-2208	70	24	necessitated	necessitate	VBN
www-nature-com-2208	70	25	by	by	IN
www-nature-com-2208	70	26	the	the	DT
www-nature-com-2208	70	27	scale	scale	NN
www-nature-com-2208	70	28	of	of	IN
www-nature-com-2208	70	29	contemporary	contemporary	JJ
www-nature-com-2208	70	30	scientific	scientific	JJ
www-nature-com-2208	70	31	data	datum	NNS
www-nature-com-2208	70	32	and	and	CC
www-nature-com-2208	70	33	complexity	complexity	NN
www-nature-com-2208	70	34	of	of	IN
www-nature-com-2208	70	35	e	e	NNP
www-nature-com-2208	70	36	-	-	NNP
www-nature-com-2208	70	37	Science	Science	NNP
www-nature-com-2208	70	38	.	.	.
www-nature-com-2208	71	1	It	-PRON-	PRP
www-nature-com-2208	71	2	is	be	VBZ
www-nature-com-2208	71	3	for	for	IN
www-nature-com-2208	71	4	this	this	DT
www-nature-com-2208	71	5	reason	reason	NN
www-nature-com-2208	71	6	that	that	IN
www-nature-com-2208	71	7	humans	human	NNS
www-nature-com-2208	71	8	increasingly	increasingly	RB
www-nature-com-2208	71	9	rely	rely	VBP
www-nature-com-2208	71	10	on	on	IN
www-nature-com-2208	71	11	computational	computational	JJ
www-nature-com-2208	71	12	agents	agent	NNS
www-nature-com-2208	71	13	to	to	TO
www-nature-com-2208	71	14	undertake	undertake	VB
www-nature-com-2208	71	15	discovery	discovery	NN
www-nature-com-2208	71	16	and	and	CC
www-nature-com-2208	71	17	integration	integration	NN
www-nature-com-2208	71	18	tasks	task	NNS
www-nature-com-2208	71	19	on	on	IN
www-nature-com-2208	71	20	their	-PRON-	PRP$
www-nature-com-2208	71	21	behalf	behalf	NN
www-nature-com-2208	71	22	.	.	.
www-nature-com-2208	72	1	This	this	DT
www-nature-com-2208	72	2	necessitates	necessitate	VBZ
www-nature-com-2208	72	3	machines	machine	NNS
www-nature-com-2208	72	4	to	to	TO
www-nature-com-2208	72	5	be	be	VB
www-nature-com-2208	72	6	capable	capable	JJ
www-nature-com-2208	72	7	of	of	IN
www-nature-com-2208	72	8	autonomously	autonomously	RB
www-nature-com-2208	72	9	and	and	CC
www-nature-com-2208	72	10	appropriately	appropriately	RB
www-nature-com-2208	72	11	acting	act	VBG
www-nature-com-2208	72	12	when	when	WRB
www-nature-com-2208	72	13	faced	face	VBN
www-nature-com-2208	72	14	with	with	IN
www-nature-com-2208	72	15	the	the	DT
www-nature-com-2208	72	16	wide	wide	JJ
www-nature-com-2208	72	17	range	range	NN
www-nature-com-2208	72	18	of	of	IN
www-nature-com-2208	72	19	types	type	NNS
www-nature-com-2208	72	20	,	,	,
www-nature-com-2208	72	21	formats	format	NNS
www-nature-com-2208	72	22	,	,	,
www-nature-com-2208	72	23	and	and	CC
www-nature-com-2208	72	24	access	access	NN
www-nature-com-2208	72	25	-	-	HYPH
www-nature-com-2208	72	26	mechanisms	mechanism	NNS
www-nature-com-2208	72	27	/	/	SYM
www-nature-com-2208	72	28	protocols	protocol	NNS
www-nature-com-2208	72	29	that	that	WDT
www-nature-com-2208	72	30	will	will	MD
www-nature-com-2208	72	31	be	be	VB
www-nature-com-2208	72	32	encountered	encounter	VBN
www-nature-com-2208	72	33	during	during	IN
www-nature-com-2208	72	34	their	-PRON-	PRP$
www-nature-com-2208	72	35	self	self	NN
www-nature-com-2208	72	36	-	-	HYPH
www-nature-com-2208	72	37	guided	guide	VBN
www-nature-com-2208	72	38	exploration	exploration	NN
www-nature-com-2208	72	39	of	of	IN
www-nature-com-2208	72	40	the	the	DT
www-nature-com-2208	72	41	global	global	JJ
www-nature-com-2208	72	42	data	datum	NNS
www-nature-com-2208	72	43	ecosystem	ecosystem	NN
www-nature-com-2208	72	44	.	.	.
www-nature-com-2208	73	1	It	-PRON-	PRP
www-nature-com-2208	73	2	also	also	RB
www-nature-com-2208	73	3	necessitates	necessitate	VBZ
www-nature-com-2208	73	4	that	that	IN
www-nature-com-2208	73	5	the	the	DT
www-nature-com-2208	73	6	machines	machine	NNS
www-nature-com-2208	73	7	keep	keep	VBP
www-nature-com-2208	73	8	an	an	DT
www-nature-com-2208	73	9	exquisite	exquisite	JJ
www-nature-com-2208	73	10	record	record	NN
www-nature-com-2208	73	11	of	of	IN
www-nature-com-2208	73	12	provenance	provenance	NN
www-nature-com-2208	73	13	such	such	JJ
www-nature-com-2208	73	14	that	that	IN
www-nature-com-2208	73	15	the	the	DT
www-nature-com-2208	73	16	data	datum	NNS
www-nature-com-2208	73	17	they	-PRON-	PRP
www-nature-com-2208	73	18	are	be	VBP
www-nature-com-2208	73	19	collecting	collect	VBG
www-nature-com-2208	73	20	can	can	MD
www-nature-com-2208	73	21	be	be	VB
www-nature-com-2208	73	22	accurately	accurately	RB
www-nature-com-2208	73	23	and	and	CC
www-nature-com-2208	73	24	adequately	adequately	RB
www-nature-com-2208	73	25	cited	cite	VBN
www-nature-com-2208	73	26	.	.	.
www-nature-com-2208	74	1	Assisting	assist	VBG
www-nature-com-2208	74	2	these	these	DT
www-nature-com-2208	74	3	agents	agent	NNS
www-nature-com-2208	74	4	,	,	,
www-nature-com-2208	74	5	therefore	therefore	RB
www-nature-com-2208	74	6	,	,	,
www-nature-com-2208	74	7	is	be	VBZ
www-nature-com-2208	74	8	a	a	DT
www-nature-com-2208	74	9	critical	critical	JJ
www-nature-com-2208	74	10	consideration	consideration	NN
www-nature-com-2208	74	11	for	for	IN
www-nature-com-2208	74	12	all	all	DT
www-nature-com-2208	74	13	participants	participant	NNS
www-nature-com-2208	74	14	in	in	IN
www-nature-com-2208	74	15	the	the	DT
www-nature-com-2208	74	16	data	data	NN
www-nature-com-2208	74	17	management	management	NN
www-nature-com-2208	74	18	and	and	CC
www-nature-com-2208	74	19	stewardship	stewardship	NN
www-nature-com-2208	74	20	process	process	NN
www-nature-com-2208	74	21	—	—	:
www-nature-com-2208	74	22	from	from	IN
www-nature-com-2208	74	23	researchers	researcher	NNS
www-nature-com-2208	74	24	and	and	CC
www-nature-com-2208	74	25	data	datum	NNS
www-nature-com-2208	74	26	producers	producer	NNS
www-nature-com-2208	74	27	to	to	IN
www-nature-com-2208	74	28	data	datum	NNS
www-nature-com-2208	74	29	repository	repository	JJ
www-nature-com-2208	74	30	hosts	host	NNS
www-nature-com-2208	74	31	.	.	.
www-nature-com-2208	75	1	Throughout	throughout	IN
www-nature-com-2208	75	2	this	this	DT
www-nature-com-2208	75	3	paper	paper	NN
www-nature-com-2208	75	4	,	,	,
www-nature-com-2208	75	5	we	-PRON-	PRP
www-nature-com-2208	75	6	use	use	VBP
www-nature-com-2208	75	7	the	the	DT
www-nature-com-2208	75	8	phrase	phrase	NN
www-nature-com-2208	75	9	‘	'	``
www-nature-com-2208	75	10	machine	machine	NN
www-nature-com-2208	75	11	actionable	actionable	RB
www-nature-com-2208	75	12	’	'	''
www-nature-com-2208	75	13	to	to	TO
www-nature-com-2208	75	14	indicate	indicate	VB
www-nature-com-2208	75	15	a	a	DT
www-nature-com-2208	75	16	continuum	continuum	NN
www-nature-com-2208	75	17	of	of	IN
www-nature-com-2208	75	18	possible	possible	JJ
www-nature-com-2208	75	19	states	state	NNS
www-nature-com-2208	75	20	wherein	wherein	WRB
www-nature-com-2208	75	21	a	a	DT
www-nature-com-2208	75	22	digital	digital	JJ
www-nature-com-2208	75	23	object	object	NN
www-nature-com-2208	75	24	provides	provide	VBZ
www-nature-com-2208	75	25	increasingly	increasingly	RB
www-nature-com-2208	75	26	more	more	RBR
www-nature-com-2208	75	27	detailed	detailed	JJ
www-nature-com-2208	75	28	information	information	NN
www-nature-com-2208	75	29	to	to	IN
www-nature-com-2208	75	30	an	an	DT
www-nature-com-2208	75	31	autonomously	autonomously	RB
www-nature-com-2208	75	32	-	-	HYPH
www-nature-com-2208	75	33	acting	act	VBG
www-nature-com-2208	75	34	,	,	,
www-nature-com-2208	75	35	computational	computational	JJ
www-nature-com-2208	75	36	data	datum	NNS
www-nature-com-2208	75	37	explorer	explorer	NN
www-nature-com-2208	75	38	.	.	.
www-nature-com-2208	76	1	This	this	DT
www-nature-com-2208	76	2	information	information	NN
www-nature-com-2208	76	3	enables	enable	VBZ
www-nature-com-2208	76	4	the	the	DT
www-nature-com-2208	76	5	agent	agent	NN
www-nature-com-2208	76	6	—	—	:
www-nature-com-2208	76	7	to	to	IN
www-nature-com-2208	76	8	a	a	DT
www-nature-com-2208	76	9	degree	degree	NN
www-nature-com-2208	76	10	dependent	dependent	JJ
www-nature-com-2208	76	11	on	on	IN
www-nature-com-2208	76	12	the	the	DT
www-nature-com-2208	76	13	amount	amount	NN
www-nature-com-2208	76	14	of	of	IN
www-nature-com-2208	76	15	detail	detail	NN
www-nature-com-2208	76	16	provided	provide	VBN
www-nature-com-2208	76	17	—	—	:
www-nature-com-2208	76	18	to	to	TO
www-nature-com-2208	76	19	have	have	VB
www-nature-com-2208	76	20	the	the	DT
www-nature-com-2208	76	21	capacity	capacity	NN
www-nature-com-2208	76	22	,	,	,
www-nature-com-2208	76	23	when	when	WRB
www-nature-com-2208	76	24	faced	face	VBN
www-nature-com-2208	76	25	with	with	IN
www-nature-com-2208	76	26	a	a	DT
www-nature-com-2208	76	27	digital	digital	JJ
www-nature-com-2208	76	28	object	object	NN
www-nature-com-2208	76	29	never	never	RB
www-nature-com-2208	76	30	encountered	encounter	VBN
www-nature-com-2208	76	31	before	before	RB
www-nature-com-2208	76	32	,	,	,
www-nature-com-2208	76	33	to	to	IN
www-nature-com-2208	76	34	:	:	:
www-nature-com-2208	76	35	a	a	LS
www-nature-com-2208	76	36	)	)	-RRB-
www-nature-com-2208	76	37	identify	identify	VB
www-nature-com-2208	76	38	the	the	DT
www-nature-com-2208	76	39	type	type	NN
www-nature-com-2208	76	40	of	of	IN
www-nature-com-2208	76	41	object	object	NN
www-nature-com-2208	76	42	(	(	-LRB-
www-nature-com-2208	76	43	with	with	IN
www-nature-com-2208	76	44	respect	respect	NN
www-nature-com-2208	76	45	to	to	IN
www-nature-com-2208	76	46	both	both	CC
www-nature-com-2208	76	47	structure	structure	NN
www-nature-com-2208	76	48	and	and	CC
www-nature-com-2208	76	49	intent	intent	NN
www-nature-com-2208	76	50	)	)	-RRB-
www-nature-com-2208	76	51	,	,	,
www-nature-com-2208	76	52	b	b	LS
www-nature-com-2208	76	53	)	)	-RRB-
www-nature-com-2208	76	54	determine	determine	VB
www-nature-com-2208	76	55	if	if	IN
www-nature-com-2208	76	56	it	-PRON-	PRP
www-nature-com-2208	76	57	is	be	VBZ
www-nature-com-2208	76	58	useful	useful	JJ
www-nature-com-2208	76	59	within	within	IN
www-nature-com-2208	76	60	the	the	DT
www-nature-com-2208	76	61	context	context	NN
www-nature-com-2208	76	62	of	of	IN
www-nature-com-2208	76	63	the	the	DT
www-nature-com-2208	76	64	agent	agent	NN
www-nature-com-2208	76	65	’s	’s	POS
www-nature-com-2208	76	66	current	current	JJ
www-nature-com-2208	76	67	task	task	NN
www-nature-com-2208	76	68	by	by	IN
www-nature-com-2208	76	69	interrogating	interrogate	VBG
www-nature-com-2208	76	70	metadata	metadata	NN
www-nature-com-2208	76	71	and/or	and/or	CC
www-nature-com-2208	76	72	data	data	NN
www-nature-com-2208	76	73	elements	element	NNS
www-nature-com-2208	76	74	,	,	,
www-nature-com-2208	76	75	c	c	LS
www-nature-com-2208	76	76	)	)	-RRB-
www-nature-com-2208	76	77	determine	determine	VBP
www-nature-com-2208	76	78	if	if	IN
www-nature-com-2208	76	79	it	-PRON-	PRP
www-nature-com-2208	76	80	is	be	VBZ
www-nature-com-2208	76	81	usable	usable	JJ
www-nature-com-2208	76	82	,	,	,
www-nature-com-2208	76	83	with	with	IN
www-nature-com-2208	76	84	respect	respect	NN
www-nature-com-2208	76	85	to	to	IN
www-nature-com-2208	76	86	license	license	NN
www-nature-com-2208	76	87	,	,	,
www-nature-com-2208	76	88	consent	consent	NN
www-nature-com-2208	76	89	,	,	,
www-nature-com-2208	76	90	or	or	CC
www-nature-com-2208	76	91	other	other	JJ
www-nature-com-2208	76	92	accessibility	accessibility	NN
www-nature-com-2208	76	93	or	or	CC
www-nature-com-2208	76	94	use	use	VB
www-nature-com-2208	76	95	constraints	constraint	NNS
www-nature-com-2208	76	96	,	,	,
www-nature-com-2208	76	97	and	and	CC
www-nature-com-2208	76	98	d	d	LS
www-nature-com-2208	76	99	)	)	-RRB-
www-nature-com-2208	76	100	take	take	VB
www-nature-com-2208	76	101	appropriate	appropriate	JJ
www-nature-com-2208	76	102	action	action	NN
www-nature-com-2208	76	103	,	,	,
www-nature-com-2208	76	104	in	in	IN
www-nature-com-2208	76	105	much	much	RB
www-nature-com-2208	76	106	the	the	DT
www-nature-com-2208	76	107	same	same	JJ
www-nature-com-2208	76	108	manner	manner	NN
www-nature-com-2208	76	109	that	that	WDT
www-nature-com-2208	76	110	a	a	DT
www-nature-com-2208	76	111	human	human	NN
www-nature-com-2208	76	112	would	would	NN
www-nature-com-2208	76	113	.	.	.
www-nature-com-2208	77	1	For	for	IN
www-nature-com-2208	77	2	example	example	NN
www-nature-com-2208	77	3	,	,	,
www-nature-com-2208	77	4	a	a	DT
www-nature-com-2208	77	5	machine	machine	NN
www-nature-com-2208	77	6	may	may	MD
www-nature-com-2208	77	7	be	be	VB
www-nature-com-2208	77	8	capable	capable	JJ
www-nature-com-2208	77	9	of	of	IN
www-nature-com-2208	77	10	determining	determine	VBG
www-nature-com-2208	77	11	the	the	DT
www-nature-com-2208	77	12	data	data	NN
www-nature-com-2208	77	13	-	-	HYPH
www-nature-com-2208	77	14	type	type	NN
www-nature-com-2208	77	15	of	of	IN
www-nature-com-2208	77	16	a	a	DT
www-nature-com-2208	77	17	discovered	discover	VBN
www-nature-com-2208	77	18	digital	digital	JJ
www-nature-com-2208	77	19	object	object	NN
www-nature-com-2208	77	20	,	,	,
www-nature-com-2208	77	21	but	but	CC
www-nature-com-2208	77	22	not	not	RB
www-nature-com-2208	77	23	capable	capable	JJ
www-nature-com-2208	77	24	of	of	IN
www-nature-com-2208	77	25	parsing	parse	VBG
www-nature-com-2208	77	26	it	-PRON-	PRP
www-nature-com-2208	77	27	due	due	IN
www-nature-com-2208	77	28	to	to	IN
www-nature-com-2208	77	29	it	-PRON-	PRP
www-nature-com-2208	77	30	being	be	VBG
www-nature-com-2208	77	31	in	in	IN
www-nature-com-2208	77	32	an	an	DT
www-nature-com-2208	77	33	unknown	unknown	JJ
www-nature-com-2208	77	34	format	format	NN
www-nature-com-2208	77	35	;	;	:
www-nature-com-2208	77	36	or	or	CC
www-nature-com-2208	77	37	it	-PRON-	PRP
www-nature-com-2208	77	38	may	may	MD
www-nature-com-2208	77	39	be	be	VB
www-nature-com-2208	77	40	capable	capable	JJ
www-nature-com-2208	77	41	of	of	IN
www-nature-com-2208	77	42	processing	process	VBG
www-nature-com-2208	77	43	the	the	DT
www-nature-com-2208	77	44	contained	contain	VBN
www-nature-com-2208	77	45	data	datum	NNS
www-nature-com-2208	77	46	,	,	,
www-nature-com-2208	77	47	but	but	CC
www-nature-com-2208	77	48	not	not	RB
www-nature-com-2208	77	49	capable	capable	JJ
www-nature-com-2208	77	50	of	of	IN
www-nature-com-2208	77	51	determining	determine	VBG
www-nature-com-2208	77	52	the	the	DT
www-nature-com-2208	77	53	licensing	licensing	NN
www-nature-com-2208	77	54	requirements	requirement	NNS
www-nature-com-2208	77	55	related	relate	VBN
www-nature-com-2208	77	56	to	to	IN
www-nature-com-2208	77	57	the	the	DT
www-nature-com-2208	77	58	retrieval	retrieval	NN
www-nature-com-2208	77	59	and/or	and/or	CC
www-nature-com-2208	77	60	use	use	NN
www-nature-com-2208	77	61	of	of	IN
www-nature-com-2208	77	62	that	that	DT
www-nature-com-2208	77	63	data	datum	NNS
www-nature-com-2208	77	64	.	.	.
www-nature-com-2208	78	1	The	the	DT
www-nature-com-2208	78	2	optimal	optimal	JJ
www-nature-com-2208	78	3	state	state	NN
www-nature-com-2208	78	4	—	—	:
www-nature-com-2208	78	5	where	where	WRB
www-nature-com-2208	78	6	machines	machine	NNS
www-nature-com-2208	78	7	fully	fully	RB
www-nature-com-2208	78	8	‘	'	``
www-nature-com-2208	78	9	understand	understand	VB
www-nature-com-2208	78	10	’	'	''
www-nature-com-2208	78	11	and	and	CC
www-nature-com-2208	78	12	can	can	MD
www-nature-com-2208	78	13	autonomously	autonomously	RB
www-nature-com-2208	78	14	and	and	CC
www-nature-com-2208	78	15	correctly	correctly	RB
www-nature-com-2208	78	16	operate	operate	VB
www-nature-com-2208	78	17	-	-	:
www-nature-com-2208	78	18	on	on	IN
www-nature-com-2208	78	19	a	a	DT
www-nature-com-2208	78	20	digital	digital	JJ
www-nature-com-2208	78	21	object	object	NN
www-nature-com-2208	78	22	—	—	:
www-nature-com-2208	78	23	may	may	MD
www-nature-com-2208	78	24	rarely	rarely	RB
www-nature-com-2208	78	25	be	be	VB
www-nature-com-2208	78	26	achieved	achieve	VBN
www-nature-com-2208	78	27	.	.	.
www-nature-com-2208	79	1	Nevertheless	nevertheless	RB
www-nature-com-2208	79	2	,	,	,
www-nature-com-2208	79	3	the	the	DT
www-nature-com-2208	79	4	FAIR	FAIR	NNP
www-nature-com-2208	79	5	principles	principle	NNS
www-nature-com-2208	79	6	provide	provide	VBP
www-nature-com-2208	79	7	‘	'	``
www-nature-com-2208	79	8	steps	step	NNS
www-nature-com-2208	79	9	along	along	IN
www-nature-com-2208	79	10	a	a	DT
www-nature-com-2208	79	11	path	path	NN
www-nature-com-2208	79	12	’	'	''
www-nature-com-2208	79	13	toward	toward	IN
www-nature-com-2208	79	14	machine	machine	NN
www-nature-com-2208	79	15	-	-	HYPH
www-nature-com-2208	79	16	actionability	actionability	NN
www-nature-com-2208	79	17	;	;	:
www-nature-com-2208	79	18	adopting	adopt	VBG
www-nature-com-2208	79	19	,	,	,
www-nature-com-2208	79	20	in	in	IN
www-nature-com-2208	79	21	whole	whole	NN
www-nature-com-2208	79	22	or	or	CC
www-nature-com-2208	79	23	in	in	IN
www-nature-com-2208	79	24	part	part	NN
www-nature-com-2208	79	25	,	,	,
www-nature-com-2208	79	26	the	the	DT
www-nature-com-2208	79	27	FAIR	FAIR	NNP
www-nature-com-2208	79	28	principles	principle	NNS
www-nature-com-2208	79	29	,	,	,
www-nature-com-2208	79	30	leads	lead	VBZ
www-nature-com-2208	79	31	the	the	DT
www-nature-com-2208	79	32	resource	resource	NN
www-nature-com-2208	79	33	along	along	IN
www-nature-com-2208	79	34	the	the	DT
www-nature-com-2208	79	35	continuum	continuum	NN
www-nature-com-2208	79	36	towards	towards	IN
www-nature-com-2208	79	37	this	this	DT
www-nature-com-2208	79	38	optimal	optimal	JJ
www-nature-com-2208	79	39	state	state	NN
www-nature-com-2208	79	40	.	.	.
www-nature-com-2208	80	1	In	in	IN
www-nature-com-2208	80	2	addition	addition	NN
www-nature-com-2208	80	3	,	,	,
www-nature-com-2208	80	4	the	the	DT
www-nature-com-2208	80	5	idea	idea	NN
www-nature-com-2208	80	6	of	of	IN
www-nature-com-2208	80	7	being	be	VBG
www-nature-com-2208	80	8	machine	machine	NN
www-nature-com-2208	80	9	-	-	HYPH
www-nature-com-2208	80	10	actionable	actionable	JJ
www-nature-com-2208	80	11	applies	applie	NNS
www-nature-com-2208	80	12	in	in	IN
www-nature-com-2208	80	13	two	two	CD
www-nature-com-2208	80	14	contexts	contexts	NN
www-nature-com-2208	80	15	—	—	:
www-nature-com-2208	80	16	first	first	RB
www-nature-com-2208	80	17	,	,	,
www-nature-com-2208	80	18	when	when	WRB
www-nature-com-2208	80	19	referring	refer	VBG
www-nature-com-2208	80	20	to	to	IN
www-nature-com-2208	80	21	the	the	DT
www-nature-com-2208	80	22	contextual	contextual	JJ
www-nature-com-2208	80	23	metadata	metadata	NN
www-nature-com-2208	80	24	surrounding	surround	VBG
www-nature-com-2208	80	25	a	a	DT
www-nature-com-2208	80	26	digital	digital	JJ
www-nature-com-2208	80	27	object	object	NN
www-nature-com-2208	80	28	(	(	-LRB-
www-nature-com-2208	80	29	‘	'	``
www-nature-com-2208	80	30	what	what	WP
www-nature-com-2208	80	31	is	be	VBZ
www-nature-com-2208	80	32	it	-PRON-	PRP
www-nature-com-2208	80	33	?	?	.
www-nature-com-2208	80	34	’	'	''
www-nature-com-2208	80	35	)	)	-RRB-
www-nature-com-2208	80	36	,	,	,
www-nature-com-2208	80	37	and	and	CC
www-nature-com-2208	80	38	second	second	RB
www-nature-com-2208	80	39	,	,	,
www-nature-com-2208	80	40	when	when	WRB
www-nature-com-2208	80	41	referring	refer	VBG
www-nature-com-2208	80	42	to	to	IN
www-nature-com-2208	80	43	the	the	DT
www-nature-com-2208	80	44	content	content	NN
www-nature-com-2208	80	45	of	of	IN
www-nature-com-2208	80	46	the	the	DT
www-nature-com-2208	80	47	digital	digital	JJ
www-nature-com-2208	80	48	object	object	NN
www-nature-com-2208	80	49	itself	-PRON-	PRP
www-nature-com-2208	80	50	(	(	-LRB-
www-nature-com-2208	80	51	‘	'	``
www-nature-com-2208	80	52	how	how	WRB
www-nature-com-2208	80	53	do	do	VBP
www-nature-com-2208	80	54	I	-PRON-	PRP
www-nature-com-2208	80	55	process	process	VB
www-nature-com-2208	80	56	it	-PRON-	PRP
www-nature-com-2208	80	57	/	/	SYM
www-nature-com-2208	80	58	integrate	integrate	VB
www-nature-com-2208	80	59	it	-PRON-	PRP
www-nature-com-2208	80	60	?	?	.
www-nature-com-2208	80	61	’	'	''
www-nature-com-2208	80	62	)	)	-RRB-
www-nature-com-2208	80	63	.	.	.
www-nature-com-2208	81	1	Either	either	RB
www-nature-com-2208	81	2	,	,	,
www-nature-com-2208	81	3	or	or	CC
www-nature-com-2208	81	4	both	both	DT
www-nature-com-2208	81	5	of	of	IN
www-nature-com-2208	81	6	these	these	DT
www-nature-com-2208	81	7	may	may	MD
www-nature-com-2208	81	8	be	be	VB
www-nature-com-2208	81	9	machine	machine	NN
www-nature-com-2208	81	10	-	-	HYPH
www-nature-com-2208	81	11	actionable	actionable	JJ
www-nature-com-2208	81	12	,	,	,
www-nature-com-2208	81	13	and	and	CC
www-nature-com-2208	81	14	each	each	DT
www-nature-com-2208	81	15	forms	form	NNS
www-nature-com-2208	81	16	its	-PRON-	PRP$
www-nature-com-2208	81	17	own	own	JJ
www-nature-com-2208	81	18	continuum	continuum	NN
www-nature-com-2208	81	19	of	of	IN
www-nature-com-2208	81	20	actionability	actionability	NN
www-nature-com-2208	81	21	.	.	.
www-nature-com-2208	82	1	Finally	finally	RB
www-nature-com-2208	82	2	,	,	,
www-nature-com-2208	82	3	we	-PRON-	PRP
www-nature-com-2208	82	4	wish	wish	VBP
www-nature-com-2208	82	5	to	to	TO
www-nature-com-2208	82	6	draw	draw	VB
www-nature-com-2208	82	7	a	a	DT
www-nature-com-2208	82	8	distinction	distinction	NN
www-nature-com-2208	82	9	between	between	IN
www-nature-com-2208	82	10	data	datum	NNS
www-nature-com-2208	82	11	that	that	WDT
www-nature-com-2208	82	12	is	be	VBZ
www-nature-com-2208	82	13	machine	machine	NN
www-nature-com-2208	82	14	-	-	HYPH
www-nature-com-2208	82	15	actionable	actionable	JJ
www-nature-com-2208	82	16	as	as	IN
www-nature-com-2208	82	17	a	a	DT
www-nature-com-2208	82	18	result	result	NN
www-nature-com-2208	82	19	of	of	IN
www-nature-com-2208	82	20	specific	specific	JJ
www-nature-com-2208	82	21	investment	investment	NN
www-nature-com-2208	82	22	in	in	IN
www-nature-com-2208	82	23	software	software	NN
www-nature-com-2208	82	24	supporting	support	VBG
www-nature-com-2208	82	25	that	that	IN
www-nature-com-2208	82	26	data	data	NN
www-nature-com-2208	82	27	-	-	HYPH
www-nature-com-2208	82	28	type	type	NN
www-nature-com-2208	82	29	,	,	,
www-nature-com-2208	82	30	for	for	IN
www-nature-com-2208	82	31	example	example	NN
www-nature-com-2208	82	32	,	,	,
www-nature-com-2208	82	33	bespoke	bespoke	NN
www-nature-com-2208	82	34	parsers	parser	NNS
www-nature-com-2208	82	35	that	that	WDT
www-nature-com-2208	82	36	understand	understand	VBP
www-nature-com-2208	82	37	life	life	NN
www-nature-com-2208	82	38	science	science	NN
www-nature-com-2208	82	39	wwPDB	wwpdb	JJ
www-nature-com-2208	82	40	files	file	NNS
www-nature-com-2208	82	41	or	or	CC
www-nature-com-2208	82	42	space	space	NN
www-nature-com-2208	82	43	science	science	NN
www-nature-com-2208	82	44	Space	Space	NNP
www-nature-com-2208	82	45	Physics	Physics	NNP
www-nature-com-2208	82	46	Archive	Archive	NNP
www-nature-com-2208	82	47	Search	Search	NNP
www-nature-com-2208	82	48	and	and	CC
www-nature-com-2208	82	49	Extract	Extract	NNP
www-nature-com-2208	82	50	(	(	-LRB-
www-nature-com-2208	82	51	SPASE	SPASE	NNP
www-nature-com-2208	82	52	)	)	-RRB-
www-nature-com-2208	82	53	files	file	NNS
www-nature-com-2208	82	54	,	,	,
www-nature-com-2208	82	55	and	and	CC
www-nature-com-2208	82	56	data	datum	NNS
www-nature-com-2208	82	57	that	that	WDT
www-nature-com-2208	82	58	is	be	VBZ
www-nature-com-2208	82	59	machine	machine	NN
www-nature-com-2208	82	60	-	-	HYPH
www-nature-com-2208	82	61	actionable	actionable	RB
www-nature-com-2208	82	62	exclusively	exclusively	RB
www-nature-com-2208	82	63	through	through	IN
www-nature-com-2208	82	64	the	the	DT
www-nature-com-2208	82	65	utilization	utilization	NN
www-nature-com-2208	82	66	of	of	IN
www-nature-com-2208	82	67	general	general	JJ
www-nature-com-2208	82	68	-	-	HYPH
www-nature-com-2208	82	69	purpose	purpose	NN
www-nature-com-2208	82	70	,	,	,
www-nature-com-2208	82	71	open	open	JJ
www-nature-com-2208	82	72	technologies	technology	NNS
www-nature-com-2208	82	73	.	.	.
www-nature-com-2208	83	1	To	to	TO
www-nature-com-2208	83	2	reiterate	reiterate	VB
www-nature-com-2208	83	3	the	the	DT
www-nature-com-2208	83	4	earlier	early	JJR
www-nature-com-2208	83	5	point	point	NN
www-nature-com-2208	83	6	—	—	:
www-nature-com-2208	83	7	ultimate	ultimate	JJ
www-nature-com-2208	83	8	machine	machine	NN
www-nature-com-2208	83	9	-	-	HYPH
www-nature-com-2208	83	10	actionability	actionability	NN
www-nature-com-2208	83	11	occurs	occur	VBZ
www-nature-com-2208	83	12	when	when	WRB
www-nature-com-2208	83	13	a	a	DT
www-nature-com-2208	83	14	machine	machine	NN
www-nature-com-2208	83	15	can	can	MD
www-nature-com-2208	83	16	make	make	VB
www-nature-com-2208	83	17	a	a	DT
www-nature-com-2208	83	18	useful	useful	JJ
www-nature-com-2208	83	19	decision	decision	NN
www-nature-com-2208	83	20	regarding	regard	VBG
www-nature-com-2208	83	21	data	datum	NNS
www-nature-com-2208	83	22	that	that	IN
www-nature-com-2208	83	23	it	-PRON-	PRP
www-nature-com-2208	83	24	has	have	VBZ
www-nature-com-2208	83	25	not	not	RB
www-nature-com-2208	83	26	encountered	encounter	VBN
www-nature-com-2208	83	27	before	before	RB
www-nature-com-2208	83	28	.	.	.
www-nature-com-2208	84	1	This	this	DT
www-nature-com-2208	84	2	distinction	distinction	NN
www-nature-com-2208	84	3	is	be	VBZ
www-nature-com-2208	84	4	important	important	JJ
www-nature-com-2208	84	5	when	when	WRB
www-nature-com-2208	84	6	considering	consider	VBG
www-nature-com-2208	84	7	both	both	DT
www-nature-com-2208	84	8	(	(	-LRB-
www-nature-com-2208	84	9	a	a	LS
www-nature-com-2208	84	10	)	)	-RRB-
www-nature-com-2208	84	11	the	the	DT
www-nature-com-2208	84	12	rapidly	rapidly	RB
www-nature-com-2208	84	13	growing	grow	VBG
www-nature-com-2208	84	14	and	and	CC
www-nature-com-2208	84	15	evolving	evolve	VBG
www-nature-com-2208	84	16	data	data	NN
www-nature-com-2208	84	17	environment	environment	NN
www-nature-com-2208	84	18	,	,	,
www-nature-com-2208	84	19	with	with	IN
www-nature-com-2208	84	20	new	new	JJ
www-nature-com-2208	84	21	technologies	technology	NNS
www-nature-com-2208	84	22	and	and	CC
www-nature-com-2208	84	23	new	new	JJ
www-nature-com-2208	84	24	,	,	,
www-nature-com-2208	84	25	more	more	RBR
www-nature-com-2208	84	26	complex	complex	JJ
www-nature-com-2208	84	27	data	datum	NNS
www-nature-com-2208	84	28	-	-	HYPH
www-nature-com-2208	84	29	types	type	NNS
www-nature-com-2208	84	30	continuously	continuously	RB
www-nature-com-2208	84	31	being	be	VBG
www-nature-com-2208	84	32	developed	develop	VBN
www-nature-com-2208	84	33	,	,	,
www-nature-com-2208	84	34	and	and	CC
www-nature-com-2208	84	35	(	(	-LRB-
www-nature-com-2208	84	36	b	b	LS
www-nature-com-2208	84	37	)	)	-RRB-
www-nature-com-2208	84	38	the	the	DT
www-nature-com-2208	84	39	growth	growth	NN
www-nature-com-2208	84	40	of	of	IN
www-nature-com-2208	84	41	general	general	JJ
www-nature-com-2208	84	42	-	-	HYPH
www-nature-com-2208	84	43	purpose	purpose	NN
www-nature-com-2208	84	44	repositories	repository	NNS
www-nature-com-2208	84	45	,	,	,
www-nature-com-2208	84	46	where	where	WRB
www-nature-com-2208	84	47	the	the	DT
www-nature-com-2208	84	48	data	data	NN
www-nature-com-2208	84	49	-	-	HYPH
www-nature-com-2208	84	50	types	type	NNS
www-nature-com-2208	84	51	likely	likely	JJ
www-nature-com-2208	84	52	to	to	TO
www-nature-com-2208	84	53	be	be	VB
www-nature-com-2208	84	54	encountered	encounter	VBN
www-nature-com-2208	84	55	by	by	IN
www-nature-com-2208	84	56	an	an	DT
www-nature-com-2208	84	57	agent	agent	NN
www-nature-com-2208	84	58	are	be	VBP
www-nature-com-2208	84	59	unpredictable	unpredictable	JJ
www-nature-com-2208	84	60	.	.	.
www-nature-com-2208	85	1	Creating	create	VBG
www-nature-com-2208	85	2	bespoke	bespoke	NN
www-nature-com-2208	85	3	parsers	parser	NNS
www-nature-com-2208	85	4	,	,	,
www-nature-com-2208	85	5	in	in	IN
www-nature-com-2208	85	6	all	all	DT
www-nature-com-2208	85	7	computer	computer	NN
www-nature-com-2208	85	8	languages	language	NNS
www-nature-com-2208	85	9	,	,	,
www-nature-com-2208	85	10	for	for	IN
www-nature-com-2208	85	11	all	all	DT
www-nature-com-2208	85	12	data	datum	NNS
www-nature-com-2208	85	13	-	-	HYPH
www-nature-com-2208	85	14	types	type	NNS
www-nature-com-2208	85	15	and	and	CC
www-nature-com-2208	85	16	all	all	DT
www-nature-com-2208	85	17	analytical	analytical	JJ
www-nature-com-2208	85	18	tools	tool	NNS
www-nature-com-2208	85	19	that	that	WDT
www-nature-com-2208	85	20	require	require	VBP
www-nature-com-2208	85	21	those	those	DT
www-nature-com-2208	85	22	data	datum	NNS
www-nature-com-2208	85	23	-	-	HYPH
www-nature-com-2208	85	24	types	type	NNS
www-nature-com-2208	85	25	,	,	,
www-nature-com-2208	85	26	is	be	VBZ
www-nature-com-2208	85	27	not	not	RB
www-nature-com-2208	85	28	a	a	DT
www-nature-com-2208	85	29	sustainable	sustainable	JJ
www-nature-com-2208	85	30	activity	activity	NN
www-nature-com-2208	85	31	.	.	.
www-nature-com-2208	86	1	As	as	IN
www-nature-com-2208	86	2	such	such	JJ
www-nature-com-2208	86	3	,	,	,
www-nature-com-2208	86	4	the	the	DT
www-nature-com-2208	86	5	focus	focus	NN
www-nature-com-2208	86	6	on	on	IN
www-nature-com-2208	86	7	assisting	assist	VBG
www-nature-com-2208	86	8	machines	machine	NNS
www-nature-com-2208	86	9	in	in	IN
www-nature-com-2208	86	10	their	-PRON-	PRP$
www-nature-com-2208	86	11	discovery	discovery	NN
www-nature-com-2208	86	12	and	and	CC
www-nature-com-2208	86	13	exploration	exploration	NN
www-nature-com-2208	86	14	of	of	IN
www-nature-com-2208	86	15	data	datum	NNS
www-nature-com-2208	86	16	through	through	IN
www-nature-com-2208	86	17	application	application	NN
www-nature-com-2208	86	18	of	of	IN
www-nature-com-2208	86	19	more	more	RBR
www-nature-com-2208	86	20	generalized	generalize	VBN
www-nature-com-2208	86	21	interoperability	interoperability	NN
www-nature-com-2208	86	22	technologies	technology	NNS
www-nature-com-2208	86	23	and	and	CC
www-nature-com-2208	86	24	standards	standard	NNS
www-nature-com-2208	86	25	at	at	IN
www-nature-com-2208	86	26	the	the	DT
www-nature-com-2208	86	27	data	datum	NNS
www-nature-com-2208	86	28	/	/	SYM
www-nature-com-2208	86	29	repository	repository	NN
www-nature-com-2208	86	30	level	level	NN
www-nature-com-2208	86	31	,	,	,
www-nature-com-2208	86	32	becomes	become	VBZ
www-nature-com-2208	86	33	a	a	DT
www-nature-com-2208	86	34	first	first	JJ
www-nature-com-2208	86	35	-	-	HYPH
www-nature-com-2208	86	36	priority	priority	NN
www-nature-com-2208	86	37	for	for	IN
www-nature-com-2208	86	38	good	good	JJ
www-nature-com-2208	86	39	data	data	NN
www-nature-com-2208	86	40	stewardship	stewardship	NN
www-nature-com-2208	86	41	.	.	.
www-nature-com-2208	87	1	The	the	DT
www-nature-com-2208	87	2	FAIR	FAIR	NNP
www-nature-com-2208	87	3	Guiding	Guiding	NNP
www-nature-com-2208	87	4	Principles	Principles	NNPS
www-nature-com-2208	87	5	in	in	IN
www-nature-com-2208	87	6	detail	detail	NN
www-nature-com-2208	87	7	Representatives	Representatives	NNPS
www-nature-com-2208	87	8	of	of	IN
www-nature-com-2208	87	9	the	the	DT
www-nature-com-2208	87	10	interested	interested	JJ
www-nature-com-2208	87	11	stakeholder	stakeholder	NN
www-nature-com-2208	87	12	-	-	HYPH
www-nature-com-2208	87	13	groups	group	NNS
www-nature-com-2208	87	14	,	,	,
www-nature-com-2208	87	15	discussed	discuss	VBN
www-nature-com-2208	87	16	above	above	RB
www-nature-com-2208	87	17	,	,	,
www-nature-com-2208	87	18	coalesced	coalesce	VBN
www-nature-com-2208	87	19	around	around	IN
www-nature-com-2208	87	20	four	four	CD
www-nature-com-2208	87	21	core	core	NN
www-nature-com-2208	87	22	desiderata	desiderata	NN
www-nature-com-2208	87	23	—	—	:
www-nature-com-2208	87	24	the	the	DT
www-nature-com-2208	87	25	FAIR	FAIR	NNP
www-nature-com-2208	87	26	Guiding	Guiding	NNP
www-nature-com-2208	87	27	Principles	Principles	NNPS
www-nature-com-2208	87	28	—	—	:
www-nature-com-2208	87	29	and	and	CC
www-nature-com-2208	87	30	limited	limited	JJ
www-nature-com-2208	87	31	elaboration	elaboration	NN
www-nature-com-2208	87	32	of	of	IN
www-nature-com-2208	87	33	these	these	DT
www-nature-com-2208	87	34	,	,	,
www-nature-com-2208	87	35	which	which	WDT
www-nature-com-2208	87	36	have	have	VBP
www-nature-com-2208	87	37	been	be	VBN
www-nature-com-2208	87	38	refined	refine	VBN
www-nature-com-2208	87	39	(	(	-LRB-
www-nature-com-2208	87	40	Box	Box	NNP
www-nature-com-2208	87	41	2	2	CD
www-nature-com-2208	87	42	)	)	-RRB-
www-nature-com-2208	87	43	from	from	IN
www-nature-com-2208	87	44	the	the	DT
www-nature-com-2208	87	45	meeting	meeting	NN
www-nature-com-2208	87	46	’s	’s	POS
www-nature-com-2208	87	47	original	original	JJ
www-nature-com-2208	87	48	draft	draft	NN
www-nature-com-2208	87	49	,	,	,
www-nature-com-2208	87	50	available	available	JJ
www-nature-com-2208	87	51	at	at	IN
www-nature-com-2208	87	52	(	(	-LRB-
www-nature-com-2208	87	53	https://www.force11.org/node/6062	https://www.force11.org/node/6062	NNP
www-nature-com-2208	87	54	)	)	-RRB-
www-nature-com-2208	87	55	.	.	.
www-nature-com-2208	88	1	A	a	DT
www-nature-com-2208	88	2	separate	separate	JJ
www-nature-com-2208	88	3	document	document	NN
www-nature-com-2208	88	4	that	that	WDT
www-nature-com-2208	88	5	dynamically	dynamically	RB
www-nature-com-2208	88	6	addresses	address	VBZ
www-nature-com-2208	88	7	community	community	NN
www-nature-com-2208	88	8	discussion	discussion	NN
www-nature-com-2208	88	9	relating	relate	VBG
www-nature-com-2208	88	10	to	to	IN
www-nature-com-2208	88	11	clarifications	clarification	NNS
www-nature-com-2208	88	12	and	and	CC
www-nature-com-2208	88	13	explanations	explanation	NNS
www-nature-com-2208	88	14	of	of	IN
www-nature-com-2208	88	15	the	the	DT
www-nature-com-2208	88	16	principles	principle	NNS
www-nature-com-2208	88	17	,	,	,
www-nature-com-2208	88	18	and	and	CC
www-nature-com-2208	88	19	detailed	detailed	JJ
www-nature-com-2208	88	20	guidelines	guideline	NNS
www-nature-com-2208	88	21	for	for	IN
www-nature-com-2208	88	22	and	and	CC
www-nature-com-2208	88	23	examples	example	NNS
www-nature-com-2208	88	24	of	of	IN
www-nature-com-2208	88	25	FAIR	FAIR	NNP
www-nature-com-2208	88	26	implementations	implementation	NNS
www-nature-com-2208	88	27	,	,	,
www-nature-com-2208	88	28	is	be	VBZ
www-nature-com-2208	88	29	currently	currently	RB
www-nature-com-2208	88	30	being	be	VBG
www-nature-com-2208	88	31	constructed	construct	VBN
www-nature-com-2208	88	32	(	(	-LRB-
www-nature-com-2208	88	33	http://datafairport.org/fair-principles-living-document-menu	http://datafairport.org/fair-principles-living-document-menu	NNP
www-nature-com-2208	88	34	)	)	-RRB-
www-nature-com-2208	88	35	.	.	.
www-nature-com-2208	89	1	The	the	DT
www-nature-com-2208	89	2	FAIR	FAIR	NNP
www-nature-com-2208	89	3	Guiding	Guiding	NNP
www-nature-com-2208	89	4	Principles	Principles	NNPS
www-nature-com-2208	89	5	describe	describe	VBP
www-nature-com-2208	89	6	distinct	distinct	JJ
www-nature-com-2208	89	7	considerations	consideration	NNS
www-nature-com-2208	89	8	for	for	IN
www-nature-com-2208	89	9	contemporary	contemporary	JJ
www-nature-com-2208	89	10	data	datum	NNS
www-nature-com-2208	89	11	publishing	publish	VBG
www-nature-com-2208	89	12	environments	environment	NNS
www-nature-com-2208	89	13	with	with	IN
www-nature-com-2208	89	14	respect	respect	NN
www-nature-com-2208	89	15	to	to	IN
www-nature-com-2208	89	16	supporting	support	VBG
www-nature-com-2208	89	17	both	both	CC
www-nature-com-2208	89	18	manual	manual	JJ
www-nature-com-2208	89	19	and	and	CC
www-nature-com-2208	89	20	automated	automate	VBN
www-nature-com-2208	89	21	deposition	deposition	NN
www-nature-com-2208	89	22	,	,	,
www-nature-com-2208	89	23	exploration	exploration	NN
www-nature-com-2208	89	24	,	,	,
www-nature-com-2208	89	25	sharing	sharing	NN
www-nature-com-2208	89	26	,	,	,
www-nature-com-2208	89	27	and	and	CC
www-nature-com-2208	89	28	reuse	reuse	VB
www-nature-com-2208	89	29	.	.	.
www-nature-com-2208	90	1	While	while	IN
www-nature-com-2208	90	2	there	there	EX
www-nature-com-2208	90	3	have	have	VBP
www-nature-com-2208	90	4	been	be	VBN
www-nature-com-2208	90	5	a	a	DT
www-nature-com-2208	90	6	number	number	NN
www-nature-com-2208	90	7	of	of	IN
www-nature-com-2208	90	8	recent	recent	JJ
www-nature-com-2208	90	9	,	,	,
www-nature-com-2208	90	10	often	often	RB
www-nature-com-2208	90	11	domain	domain	NN
www-nature-com-2208	90	12	-	-	HYPH
www-nature-com-2208	90	13	focused	focus	VBN
www-nature-com-2208	90	14	publications	publication	NNS
www-nature-com-2208	90	15	advocating	advocate	VBG
www-nature-com-2208	90	16	for	for	IN
www-nature-com-2208	90	17	specific	specific	JJ
www-nature-com-2208	90	18	improvements	improvement	NNS
www-nature-com-2208	90	19	in	in	IN
www-nature-com-2208	90	20	practices	practice	NNS
www-nature-com-2208	90	21	relating	relate	VBG
www-nature-com-2208	90	22	to	to	IN
www-nature-com-2208	90	23	data	datum	NNS
www-nature-com-2208	90	24	management	management	NN
www-nature-com-2208	90	25	and	and	CC
www-nature-com-2208	90	26	archival1,11,12	archival1,11,12	NNP
www-nature-com-2208	90	27	,	,	,
www-nature-com-2208	90	28	FAIR	FAIR	NNP
www-nature-com-2208	90	29	differs	differ	VBZ
www-nature-com-2208	90	30	in	in	IN
www-nature-com-2208	90	31	that	that	IN
www-nature-com-2208	90	32	it	-PRON-	PRP
www-nature-com-2208	90	33	describes	describe	VBZ
www-nature-com-2208	90	34	concise	concise	NN
www-nature-com-2208	90	35	,	,	,
www-nature-com-2208	90	36	domain	domain	NN
www-nature-com-2208	90	37	-	-	HYPH
www-nature-com-2208	90	38	independent	independent	JJ
www-nature-com-2208	90	39	,	,	,
www-nature-com-2208	90	40	high	high	JJ
www-nature-com-2208	90	41	-	-	HYPH
www-nature-com-2208	90	42	level	level	NN
www-nature-com-2208	90	43	principles	principle	NNS
www-nature-com-2208	90	44	that	that	WDT
www-nature-com-2208	90	45	can	can	MD
www-nature-com-2208	90	46	be	be	VB
www-nature-com-2208	90	47	applied	apply	VBN
www-nature-com-2208	90	48	to	to	IN
www-nature-com-2208	90	49	a	a	DT
www-nature-com-2208	90	50	wide	wide	JJ
www-nature-com-2208	90	51	range	range	NN
www-nature-com-2208	90	52	of	of	IN
www-nature-com-2208	90	53	scholarly	scholarly	JJ
www-nature-com-2208	90	54	outputs	output	NNS
www-nature-com-2208	90	55	.	.	.
www-nature-com-2208	91	1	Throughout	throughout	IN
www-nature-com-2208	91	2	the	the	DT
www-nature-com-2208	91	3	Principles	Principles	NNPS
www-nature-com-2208	91	4	,	,	,
www-nature-com-2208	91	5	we	-PRON-	PRP
www-nature-com-2208	91	6	use	use	VBP
www-nature-com-2208	91	7	the	the	DT
www-nature-com-2208	91	8	phrase	phrase	NN
www-nature-com-2208	91	9	‘	'	''
www-nature-com-2208	91	10	(	(	-LRB-
www-nature-com-2208	91	11	meta)data	meta)data	NNP
www-nature-com-2208	91	12	’	'	''
www-nature-com-2208	91	13	in	in	IN
www-nature-com-2208	91	14	cases	case	NNS
www-nature-com-2208	91	15	where	where	WRB
www-nature-com-2208	91	16	the	the	DT
www-nature-com-2208	91	17	Principle	Principle	NNP
www-nature-com-2208	91	18	should	should	MD
www-nature-com-2208	91	19	be	be	VB
www-nature-com-2208	91	20	applied	apply	VBN
www-nature-com-2208	91	21	to	to	IN
www-nature-com-2208	91	22	both	both	DT
www-nature-com-2208	91	23	metadata	metadata	NN
www-nature-com-2208	91	24	and	and	CC
www-nature-com-2208	91	25	data	datum	NNS
www-nature-com-2208	91	26	.	.	.
www-nature-com-2208	92	1	The	the	DT
www-nature-com-2208	92	2	elements	element	NNS
www-nature-com-2208	92	3	of	of	IN
www-nature-com-2208	92	4	the	the	DT
www-nature-com-2208	92	5	FAIR	FAIR	NNP
www-nature-com-2208	92	6	Principles	principle	NNS
www-nature-com-2208	92	7	are	be	VBP
www-nature-com-2208	92	8	related	relate	VBN
www-nature-com-2208	92	9	,	,	,
www-nature-com-2208	92	10	but	but	CC
www-nature-com-2208	92	11	independent	independent	JJ
www-nature-com-2208	92	12	and	and	CC
www-nature-com-2208	92	13	separable	separable	JJ
www-nature-com-2208	92	14	.	.	.
www-nature-com-2208	93	1	The	the	DT
www-nature-com-2208	93	2	Principles	Principles	NNPS
www-nature-com-2208	93	3	define	define	VBP
www-nature-com-2208	93	4	characteristics	characteristic	NNS
www-nature-com-2208	93	5	that	that	WDT
www-nature-com-2208	93	6	contemporary	contemporary	JJ
www-nature-com-2208	93	7	data	datum	NNS
www-nature-com-2208	93	8	resources	resource	NNS
www-nature-com-2208	93	9	,	,	,
www-nature-com-2208	93	10	tools	tool	NNS
www-nature-com-2208	93	11	,	,	,
www-nature-com-2208	93	12	vocabularies	vocabulary	NNS
www-nature-com-2208	93	13	and	and	CC
www-nature-com-2208	93	14	infrastructures	infrastructure	NNS
www-nature-com-2208	93	15	should	should	MD
www-nature-com-2208	93	16	exhibit	exhibit	VB
www-nature-com-2208	93	17	to	to	TO
www-nature-com-2208	93	18	assist	assist	VB
www-nature-com-2208	93	19	discovery	discovery	NN
www-nature-com-2208	93	20	and	and	CC
www-nature-com-2208	93	21	reuse	reuse	NN
www-nature-com-2208	93	22	by	by	IN
www-nature-com-2208	93	23	third	third	JJ
www-nature-com-2208	93	24	-	-	HYPH
www-nature-com-2208	93	25	parties	party	NNS
www-nature-com-2208	93	26	.	.	.
www-nature-com-2208	94	1	By	by	IN
www-nature-com-2208	94	2	minimally	minimally	RB
www-nature-com-2208	94	3	defining	define	VBG
www-nature-com-2208	94	4	each	each	DT
www-nature-com-2208	94	5	guiding	guide	VBG
www-nature-com-2208	94	6	principle	principle	NN
www-nature-com-2208	94	7	,	,	,
www-nature-com-2208	94	8	the	the	DT
www-nature-com-2208	94	9	barrier	barrier	NN
www-nature-com-2208	94	10	-	-	HYPH
www-nature-com-2208	94	11	to	to	IN
www-nature-com-2208	94	12	-	-	HYPH
www-nature-com-2208	94	13	entry	entry	NN
www-nature-com-2208	94	14	for	for	IN
www-nature-com-2208	94	15	data	datum	NNS
www-nature-com-2208	94	16	producers	producer	NNS
www-nature-com-2208	94	17	,	,	,
www-nature-com-2208	94	18	publishers	publisher	NNS
www-nature-com-2208	94	19	and	and	CC
www-nature-com-2208	94	20	stewards	steward	NNS
www-nature-com-2208	94	21	who	who	WP
www-nature-com-2208	94	22	wish	wish	VBP
www-nature-com-2208	94	23	to	to	TO
www-nature-com-2208	94	24	make	make	VB
www-nature-com-2208	94	25	their	-PRON-	PRP$
www-nature-com-2208	94	26	data	datum	NNS
www-nature-com-2208	94	27	holdings	holding	NNS
www-nature-com-2208	94	28	FAIR	FAIR	NNP
www-nature-com-2208	94	29	is	be	VBZ
www-nature-com-2208	94	30	purposely	purposely	RB
www-nature-com-2208	94	31	maintained	maintain	VBN
www-nature-com-2208	94	32	as	as	RB
www-nature-com-2208	94	33	low	low	JJ
www-nature-com-2208	94	34	as	as	IN
www-nature-com-2208	94	35	possible	possible	JJ
www-nature-com-2208	94	36	.	.	.
www-nature-com-2208	95	1	The	the	DT
www-nature-com-2208	95	2	Principles	Principles	NNPS
www-nature-com-2208	95	3	may	may	MD
www-nature-com-2208	95	4	be	be	VB
www-nature-com-2208	95	5	adhered	adhere	VBN
www-nature-com-2208	95	6	to	to	IN
www-nature-com-2208	95	7	in	in	IN
www-nature-com-2208	95	8	any	any	DT
www-nature-com-2208	95	9	combination	combination	NN
www-nature-com-2208	95	10	and	and	CC
www-nature-com-2208	95	11	incrementally	incrementally	RB
www-nature-com-2208	95	12	,	,	,
www-nature-com-2208	95	13	as	as	IN
www-nature-com-2208	95	14	data	data	NN
www-nature-com-2208	95	15	providers	provider	NNS
www-nature-com-2208	95	16	’	’	POS
www-nature-com-2208	95	17	publishing	publishing	NN
www-nature-com-2208	95	18	environments	environment	NNS
www-nature-com-2208	95	19	evolve	evolve	VB
www-nature-com-2208	95	20	to	to	IN
www-nature-com-2208	95	21	increasing	increase	VBG
www-nature-com-2208	95	22	degrees	degree	NNS
www-nature-com-2208	95	23	of	of	IN
www-nature-com-2208	95	24	‘	'	``
www-nature-com-2208	95	25	FAIRness	fairness	NN
www-nature-com-2208	95	26	’	'	''
www-nature-com-2208	95	27	.	.	.
www-nature-com-2208	96	1	Moreover	moreover	RB
www-nature-com-2208	96	2	,	,	,
www-nature-com-2208	96	3	the	the	DT
www-nature-com-2208	96	4	modularity	modularity	NN
www-nature-com-2208	96	5	of	of	IN
www-nature-com-2208	96	6	the	the	DT
www-nature-com-2208	96	7	Principles	Principles	NNPS
www-nature-com-2208	96	8	,	,	,
www-nature-com-2208	96	9	and	and	CC
www-nature-com-2208	96	10	their	-PRON-	PRP$
www-nature-com-2208	96	11	distinction	distinction	NN
www-nature-com-2208	96	12	between	between	IN
www-nature-com-2208	96	13	data	datum	NNS
www-nature-com-2208	96	14	and	and	CC
www-nature-com-2208	96	15	metadata	metadata	NN
www-nature-com-2208	96	16	,	,	,
www-nature-com-2208	96	17	explicitly	explicitly	RB
www-nature-com-2208	96	18	support	support	VBP
www-nature-com-2208	96	19	a	a	DT
www-nature-com-2208	96	20	wide	wide	JJ
www-nature-com-2208	96	21	range	range	NN
www-nature-com-2208	96	22	of	of	IN
www-nature-com-2208	96	23	special	special	JJ
www-nature-com-2208	96	24	circumstances	circumstance	NNS
www-nature-com-2208	96	25	.	.	.
www-nature-com-2208	97	1	One	one	CD
www-nature-com-2208	97	2	such	such	JJ
www-nature-com-2208	97	3	example	example	NN
www-nature-com-2208	97	4	is	be	VBZ
www-nature-com-2208	97	5	highly	highly	RB
www-nature-com-2208	97	6	sensitive	sensitive	JJ
www-nature-com-2208	97	7	or	or	CC
www-nature-com-2208	97	8	personally	personally	RB
www-nature-com-2208	97	9	-	-	HYPH
www-nature-com-2208	97	10	identifiable	identifiable	JJ
www-nature-com-2208	97	11	data	datum	NNS
www-nature-com-2208	97	12	,	,	,
www-nature-com-2208	97	13	where	where	WRB
www-nature-com-2208	97	14	publication	publication	NN
www-nature-com-2208	97	15	of	of	IN
www-nature-com-2208	97	16	rich	rich	JJ
www-nature-com-2208	97	17	metadata	metadata	NN
www-nature-com-2208	97	18	to	to	TO
www-nature-com-2208	97	19	facilitate	facilitate	VB
www-nature-com-2208	97	20	discovery	discovery	NN
www-nature-com-2208	97	21	,	,	,
www-nature-com-2208	97	22	including	include	VBG
www-nature-com-2208	97	23	clear	clear	JJ
www-nature-com-2208	97	24	rules	rule	NNS
www-nature-com-2208	97	25	regarding	regard	VBG
www-nature-com-2208	97	26	the	the	DT
www-nature-com-2208	97	27	process	process	NN
www-nature-com-2208	97	28	for	for	IN
www-nature-com-2208	97	29	accessing	access	VBG
www-nature-com-2208	97	30	the	the	DT
www-nature-com-2208	97	31	data	datum	NNS
www-nature-com-2208	97	32	,	,	,
www-nature-com-2208	97	33	provides	provide	VBZ
www-nature-com-2208	97	34	a	a	DT
www-nature-com-2208	97	35	high	high	JJ
www-nature-com-2208	97	36	degree	degree	NN
www-nature-com-2208	97	37	of	of	IN
www-nature-com-2208	97	38	‘	'	``
www-nature-com-2208	97	39	FAIRness	fairness	NN
www-nature-com-2208	97	40	’	'	''
www-nature-com-2208	97	41	even	even	RB
www-nature-com-2208	97	42	in	in	IN
www-nature-com-2208	97	43	the	the	DT
www-nature-com-2208	97	44	absence	absence	NN
www-nature-com-2208	97	45	of	of	IN
www-nature-com-2208	97	46	FAIR	FAIR	NNP
www-nature-com-2208	97	47	publication	publication	NN
www-nature-com-2208	97	48	of	of	IN
www-nature-com-2208	97	49	the	the	DT
www-nature-com-2208	97	50	data	datum	NNS
www-nature-com-2208	97	51	itself	-PRON-	PRP
www-nature-com-2208	97	52	.	.	.
www-nature-com-2208	98	1	A	a	DT
www-nature-com-2208	98	2	second	second	JJ
www-nature-com-2208	98	3	example	example	NN
www-nature-com-2208	98	4	involves	involve	VBZ
www-nature-com-2208	98	5	the	the	DT
www-nature-com-2208	98	6	publication	publication	NN
www-nature-com-2208	98	7	of	of	IN
www-nature-com-2208	98	8	non	non	JJ
www-nature-com-2208	98	9	-	-	JJ
www-nature-com-2208	98	10	data	data	JJ
www-nature-com-2208	98	11	research	research	NN
www-nature-com-2208	98	12	objects	object	NNS
www-nature-com-2208	98	13	.	.	.
www-nature-com-2208	99	1	Analytical	analytical	JJ
www-nature-com-2208	99	2	workflows	workflow	NNS
www-nature-com-2208	99	3	,	,	,
www-nature-com-2208	99	4	for	for	IN
www-nature-com-2208	99	5	example	example	NN
www-nature-com-2208	99	6	,	,	,
www-nature-com-2208	99	7	are	be	VBP
www-nature-com-2208	99	8	a	a	DT
www-nature-com-2208	99	9	critical	critical	JJ
www-nature-com-2208	99	10	component	component	NN
www-nature-com-2208	99	11	of	of	IN
www-nature-com-2208	99	12	the	the	DT
www-nature-com-2208	99	13	scholarly	scholarly	JJ
www-nature-com-2208	99	14	ecosystem	ecosystem	NN
www-nature-com-2208	99	15	,	,	,
www-nature-com-2208	99	16	and	and	CC
www-nature-com-2208	99	17	their	-PRON-	PRP$
www-nature-com-2208	99	18	formal	formal	JJ
www-nature-com-2208	99	19	publication	publication	NN
www-nature-com-2208	99	20	is	be	VBZ
www-nature-com-2208	99	21	necessary	necessary	JJ
www-nature-com-2208	99	22	to	to	TO
www-nature-com-2208	99	23	achieve	achieve	VB
www-nature-com-2208	99	24	both	both	CC
www-nature-com-2208	99	25	transparency	transparency	NN
www-nature-com-2208	99	26	and	and	CC
www-nature-com-2208	99	27	scientific	scientific	JJ
www-nature-com-2208	99	28	reproducibility	reproducibility	NN
www-nature-com-2208	99	29	.	.	.
www-nature-com-2208	100	1	The	the	DT
www-nature-com-2208	100	2	FAIR	FAIR	NNP
www-nature-com-2208	100	3	principles	principle	NNS
www-nature-com-2208	100	4	can	can	MD
www-nature-com-2208	100	5	equally	equally	RB
www-nature-com-2208	100	6	be	be	VB
www-nature-com-2208	100	7	applied	apply	VBN
www-nature-com-2208	100	8	to	to	IN
www-nature-com-2208	100	9	these	these	DT
www-nature-com-2208	100	10	non	non	JJ
www-nature-com-2208	100	11	-	-	JJ
www-nature-com-2208	100	12	data	data	JJ
www-nature-com-2208	100	13	assets	asset	NNS
www-nature-com-2208	100	14	,	,	,
www-nature-com-2208	100	15	which	which	WDT
www-nature-com-2208	100	16	need	need	VBP
www-nature-com-2208	100	17	to	to	TO
www-nature-com-2208	100	18	be	be	VB
www-nature-com-2208	100	19	identified	identify	VBN
www-nature-com-2208	100	20	,	,	,
www-nature-com-2208	100	21	described	describe	VBN
www-nature-com-2208	100	22	,	,	,
www-nature-com-2208	100	23	discovered	discover	VBN
www-nature-com-2208	100	24	,	,	,
www-nature-com-2208	100	25	and	and	CC
www-nature-com-2208	100	26	reused	reuse	VBD
www-nature-com-2208	100	27	in	in	IN
www-nature-com-2208	100	28	much	much	RB
www-nature-com-2208	100	29	the	the	DT
www-nature-com-2208	100	30	same	same	JJ
www-nature-com-2208	100	31	manner	manner	NN
www-nature-com-2208	100	32	as	as	IN
www-nature-com-2208	100	33	data	datum	NNS
www-nature-com-2208	100	34	.	.	.
www-nature-com-2208	101	1	Specific	specific	JJ
www-nature-com-2208	101	2	exemplar	exemplar	JJ
www-nature-com-2208	101	3	efforts	effort	NNS
www-nature-com-2208	101	4	that	that	WDT
www-nature-com-2208	101	5	provide	provide	VBP
www-nature-com-2208	101	6	varying	varying	NN
www-nature-com-2208	101	7	levels	level	NNS
www-nature-com-2208	101	8	of	of	IN
www-nature-com-2208	101	9	FAIRness	fairness	NN
www-nature-com-2208	101	10	are	be	VBP
www-nature-com-2208	101	11	detailed	detail	VBN
www-nature-com-2208	101	12	later	later	RB
www-nature-com-2208	101	13	in	in	IN
www-nature-com-2208	101	14	this	this	DT
www-nature-com-2208	101	15	document	document	NN
www-nature-com-2208	101	16	.	.	.
www-nature-com-2208	102	1	Additional	additional	JJ
www-nature-com-2208	102	2	issues	issue	NNS
www-nature-com-2208	102	3	,	,	,
www-nature-com-2208	102	4	however	however	RB
www-nature-com-2208	102	5	,	,	,
www-nature-com-2208	102	6	remain	remain	VBP
www-nature-com-2208	102	7	to	to	TO
www-nature-com-2208	102	8	be	be	VB
www-nature-com-2208	102	9	addressed	address	VBN
www-nature-com-2208	102	10	.	.	.
www-nature-com-2208	103	1	First	first	RB
www-nature-com-2208	103	2	,	,	,
www-nature-com-2208	103	3	when	when	WRB
www-nature-com-2208	103	4	community	community	NN
www-nature-com-2208	103	5	-	-	HYPH
www-nature-com-2208	103	6	endorsed	endorse	VBN
www-nature-com-2208	103	7	vocabularies	vocabulary	NNS
www-nature-com-2208	103	8	or	or	CC
www-nature-com-2208	103	9	other	other	JJ
www-nature-com-2208	103	10	(	(	-LRB-
www-nature-com-2208	103	11	meta)data	meta)data	NNP
www-nature-com-2208	103	12	standards	standard	NNS
www-nature-com-2208	103	13	do	do	VBP
www-nature-com-2208	103	14	not	not	RB
www-nature-com-2208	103	15	include	include	VB
www-nature-com-2208	103	16	the	the	DT
www-nature-com-2208	103	17	attributes	attribute	NNS
www-nature-com-2208	103	18	necessary	necessary	JJ
www-nature-com-2208	103	19	to	to	TO
www-nature-com-2208	103	20	achieve	achieve	VB
www-nature-com-2208	103	21	rich	rich	JJ
www-nature-com-2208	103	22	annotation	annotation	NN
www-nature-com-2208	103	23	,	,	,
www-nature-com-2208	103	24	there	there	EX
www-nature-com-2208	103	25	are	be	VBP
www-nature-com-2208	103	26	two	two	CD
www-nature-com-2208	103	27	possible	possible	JJ
www-nature-com-2208	103	28	solutions	solution	NNS
www-nature-com-2208	103	29	:	:	:
www-nature-com-2208	103	30	either	either	CC
www-nature-com-2208	103	31	publish	publish	VB
www-nature-com-2208	103	32	an	an	DT
www-nature-com-2208	103	33	extension	extension	NN
www-nature-com-2208	103	34	of	of	IN
www-nature-com-2208	103	35	an	an	DT
www-nature-com-2208	103	36	existing	existing	JJ
www-nature-com-2208	103	37	,	,	,
www-nature-com-2208	103	38	closely	closely	RB
www-nature-com-2208	103	39	related	related	JJ
www-nature-com-2208	103	40	vocabulary	vocabulary	NN
www-nature-com-2208	103	41	,	,	,
www-nature-com-2208	103	42	or	or	CC
www-nature-com-2208	103	43	—	—	:
www-nature-com-2208	103	44	in	in	IN
www-nature-com-2208	103	45	the	the	DT
www-nature-com-2208	103	46	extreme	extreme	JJ
www-nature-com-2208	103	47	case	case	NN
www-nature-com-2208	103	48	—	—	:
www-nature-com-2208	103	49	create	create	VB
www-nature-com-2208	103	50	and	and	CC
www-nature-com-2208	103	51	explicitly	explicitly	RB
www-nature-com-2208	103	52	publish	publish	VB
www-nature-com-2208	103	53	a	a	DT
www-nature-com-2208	103	54	new	new	JJ
www-nature-com-2208	103	55	vocabulary	vocabulary	NN
www-nature-com-2208	103	56	resource	resource	NN
www-nature-com-2208	103	57	,	,	,
www-nature-com-2208	103	58	following	follow	VBG
www-nature-com-2208	103	59	FAIR	FAIR	NNP
www-nature-com-2208	103	60	principles	principle	NNS
www-nature-com-2208	103	61	(	(	-LRB-
www-nature-com-2208	103	62	‘	'	``
www-nature-com-2208	103	63	I2	I2	NNP
www-nature-com-2208	103	64	’	'	''
www-nature-com-2208	103	65	)	)	-RRB-
www-nature-com-2208	103	66	.	.	.
www-nature-com-2208	104	1	Second	second	RB
www-nature-com-2208	104	2	,	,	,
www-nature-com-2208	104	3	to	to	TO
www-nature-com-2208	104	4	explicitly	explicitly	RB
www-nature-com-2208	104	5	identify	identify	VB
www-nature-com-2208	104	6	the	the	DT
www-nature-com-2208	104	7	standard	standard	NN
www-nature-com-2208	104	8	chosen	choose	VBN
www-nature-com-2208	104	9	when	when	WRB
www-nature-com-2208	104	10	more	more	JJR
www-nature-com-2208	104	11	than	than	IN
www-nature-com-2208	104	12	one	one	CD
www-nature-com-2208	104	13	vocabulary	vocabulary	NN
www-nature-com-2208	104	14	or	or	CC
www-nature-com-2208	104	15	other	other	JJ
www-nature-com-2208	104	16	(	(	-LRB-
www-nature-com-2208	104	17	meta)data	meta)data	NNP
www-nature-com-2208	104	18	standard	standard	NN
www-nature-com-2208	104	19	is	be	VBZ
www-nature-com-2208	104	20	available	available	JJ
www-nature-com-2208	104	21	,	,	,
www-nature-com-2208	104	22	and	and	CC
www-nature-com-2208	104	23	given	give	VBN
www-nature-com-2208	104	24	that	that	IN
www-nature-com-2208	104	25	for	for	IN
www-nature-com-2208	104	26	instance	instance	NN
www-nature-com-2208	104	27	in	in	IN
www-nature-com-2208	104	28	the	the	DT
www-nature-com-2208	104	29	life	life	NN
www-nature-com-2208	104	30	sciences	science	NNS
www-nature-com-2208	104	31	there	there	EX
www-nature-com-2208	104	32	are	be	VBP
www-nature-com-2208	104	33	over	over	IN
www-nature-com-2208	104	34	600	600	CD
www-nature-com-2208	104	35	content	content	NN
www-nature-com-2208	104	36	standards	standard	NNS
www-nature-com-2208	104	37	,	,	,
www-nature-com-2208	104	38	the	the	DT
www-nature-com-2208	104	39	BioSharing	BioSharing	NNP
www-nature-com-2208	104	40	registry	registry	NN
www-nature-com-2208	104	41	(	(	-LRB-
www-nature-com-2208	104	42	https://biosharing.org/	https://biosharing.org/	NNP
www-nature-com-2208	104	43	)	)	-RRB-
www-nature-com-2208	104	44	can	can	MD
www-nature-com-2208	104	45	be	be	VB
www-nature-com-2208	104	46	of	of	IN
www-nature-com-2208	104	47	use	use	NN
www-nature-com-2208	104	48	as	as	IN
www-nature-com-2208	104	49	it	-PRON-	PRP
www-nature-com-2208	104	50	describes	describe	VBZ
www-nature-com-2208	104	51	the	the	DT
www-nature-com-2208	104	52	standards	standard	NNS
www-nature-com-2208	104	53	in	in	IN
www-nature-com-2208	104	54	detail	detail	NN
www-nature-com-2208	104	55	,	,	,
www-nature-com-2208	104	56	including	include	VBG
www-nature-com-2208	104	57	versions	version	NNS
www-nature-com-2208	104	58	where	where	WRB
www-nature-com-2208	104	59	applicable	applicable	JJ
www-nature-com-2208	104	60	.	.	.
www-nature-com-2208	105	1	Box	Box	NNP
www-nature-com-2208	105	2	2	2	CD
www-nature-com-2208	105	3	:	:	:
www-nature-com-2208	105	4	The	the	DT
www-nature-com-2208	105	5	FAIR	FAIR	NNP
www-nature-com-2208	105	6	Guiding	guide	VBG
www-nature-com-2208	105	7	Principles	Principles	NNPS
www-nature-com-2208	105	8	To	to	TO
www-nature-com-2208	105	9	be	be	VB
www-nature-com-2208	105	10	Findable	findable	JJ
www-nature-com-2208	105	11	:	:	:
www-nature-com-2208	105	12	F1	f1	NN
www-nature-com-2208	105	13	.	.	.
www-nature-com-2208	106	1	(	(	-LRB-
www-nature-com-2208	106	2	meta)data	meta)data	NNP
www-nature-com-2208	106	3	are	be	VBP
www-nature-com-2208	106	4	assigned	assign	VBN
www-nature-com-2208	106	5	a	a	DT
www-nature-com-2208	106	6	globally	globally	RB
www-nature-com-2208	106	7	unique	unique	JJ
www-nature-com-2208	106	8	and	and	CC
www-nature-com-2208	106	9	persistent	persistent	JJ
www-nature-com-2208	106	10	identifier	identifier	NNP
www-nature-com-2208	106	11	F2	f2	NN
www-nature-com-2208	106	12	.	.	.
www-nature-com-2208	107	1	data	datum	NNS
www-nature-com-2208	107	2	are	be	VBP
www-nature-com-2208	107	3	described	describe	VBN
www-nature-com-2208	107	4	with	with	IN
www-nature-com-2208	107	5	rich	rich	JJ
www-nature-com-2208	107	6	metadata	metadata	NN
www-nature-com-2208	107	7	(	(	-LRB-
www-nature-com-2208	107	8	defined	define	VBN
www-nature-com-2208	107	9	by	by	IN
www-nature-com-2208	107	10	R1	R1	NNP
www-nature-com-2208	107	11	below	below	RB
www-nature-com-2208	107	12	)	)	-RRB-
www-nature-com-2208	107	13	F3	f3	NN
www-nature-com-2208	107	14	.	.	.
www-nature-com-2208	108	1	metadata	metadata	NNP
www-nature-com-2208	108	2	clearly	clearly	RB
www-nature-com-2208	108	3	and	and	CC
www-nature-com-2208	108	4	explicitly	explicitly	RB
www-nature-com-2208	108	5	include	include	VB
www-nature-com-2208	108	6	the	the	DT
www-nature-com-2208	108	7	identifier	identifier	NN
www-nature-com-2208	108	8	of	of	IN
www-nature-com-2208	108	9	the	the	DT
www-nature-com-2208	108	10	data	datum	NNS
www-nature-com-2208	108	11	it	-PRON-	PRP
www-nature-com-2208	108	12	describes	describe	VBZ
www-nature-com-2208	108	13	F4	F4	NNP
www-nature-com-2208	108	14	.	.	.
www-nature-com-2208	109	1	(	(	-LRB-
www-nature-com-2208	109	2	meta)data	meta)data	NNP
www-nature-com-2208	109	3	are	be	VBP
www-nature-com-2208	109	4	registered	registered	JJ
www-nature-com-2208	109	5	or	or	CC
www-nature-com-2208	109	6	indexed	index	VBN
www-nature-com-2208	109	7	in	in	IN
www-nature-com-2208	109	8	a	a	DT
www-nature-com-2208	109	9	searchable	searchable	JJ
www-nature-com-2208	109	10	resource	resource	NN
www-nature-com-2208	109	11	To	to	TO
www-nature-com-2208	109	12	be	be	VB
www-nature-com-2208	109	13	Accessible	accessible	JJ
www-nature-com-2208	109	14	:	:	:
www-nature-com-2208	109	15	A1	a1	NN
www-nature-com-2208	109	16	.	.	.
www-nature-com-2208	110	1	(	(	-LRB-
www-nature-com-2208	110	2	meta)data	meta)data	NNP
www-nature-com-2208	110	3	are	be	VBP
www-nature-com-2208	110	4	retrievable	retrievable	JJ
www-nature-com-2208	110	5	by	by	IN
www-nature-com-2208	110	6	their	-PRON-	PRP$
www-nature-com-2208	110	7	identifier	identifier	NN
www-nature-com-2208	110	8	using	use	VBG
www-nature-com-2208	110	9	a	a	DT
www-nature-com-2208	110	10	standardized	standardized	JJ
www-nature-com-2208	110	11	communications	communication	NNS
www-nature-com-2208	110	12	protocol	protocol	NN
www-nature-com-2208	110	13	A1.1	A1.1	:
www-nature-com-2208	110	14	the	the	DT
www-nature-com-2208	110	15	protocol	protocol	NN
www-nature-com-2208	110	16	is	be	VBZ
www-nature-com-2208	110	17	open	open	JJ
www-nature-com-2208	110	18	,	,	,
www-nature-com-2208	110	19	free	free	JJ
www-nature-com-2208	110	20	,	,	,
www-nature-com-2208	110	21	and	and	CC
www-nature-com-2208	110	22	universally	universally	RB
www-nature-com-2208	110	23	implementable	implementable	JJ
www-nature-com-2208	110	24	A1.2	A1.2	''
www-nature-com-2208	110	25	the	the	DT
www-nature-com-2208	110	26	protocol	protocol	NN
www-nature-com-2208	110	27	allows	allow	VBZ
www-nature-com-2208	110	28	for	for	IN
www-nature-com-2208	110	29	an	an	DT
www-nature-com-2208	110	30	authentication	authentication	NN
www-nature-com-2208	110	31	and	and	CC
www-nature-com-2208	110	32	authorization	authorization	NN
www-nature-com-2208	110	33	procedure	procedure	NN
www-nature-com-2208	110	34	,	,	,
www-nature-com-2208	110	35	where	where	WRB
www-nature-com-2208	110	36	necessary	necessary	JJ
www-nature-com-2208	110	37	A2	a2	NN
www-nature-com-2208	110	38	.	.	.
www-nature-com-2208	111	1	metadata	metadata	NN
www-nature-com-2208	111	2	are	be	VBP
www-nature-com-2208	111	3	accessible	accessible	JJ
www-nature-com-2208	111	4	,	,	,
www-nature-com-2208	111	5	even	even	RB
www-nature-com-2208	111	6	when	when	WRB
www-nature-com-2208	111	7	the	the	DT
www-nature-com-2208	111	8	data	datum	NNS
www-nature-com-2208	111	9	are	be	VBP
www-nature-com-2208	111	10	no	no	RB
www-nature-com-2208	111	11	longer	long	RBR
www-nature-com-2208	111	12	available	available	JJ
www-nature-com-2208	111	13	To	to	TO
www-nature-com-2208	111	14	be	be	VB
www-nature-com-2208	111	15	Interoperable	interoperable	JJ
www-nature-com-2208	111	16	:	:	:
www-nature-com-2208	111	17	I1	i1	NN
www-nature-com-2208	111	18	.	.	.
www-nature-com-2208	112	1	(	(	-LRB-
www-nature-com-2208	112	2	meta)data	meta)data	PRP
www-nature-com-2208	112	3	use	use	VBP
www-nature-com-2208	112	4	a	a	DT
www-nature-com-2208	112	5	formal	formal	JJ
www-nature-com-2208	112	6	,	,	,
www-nature-com-2208	112	7	accessible	accessible	JJ
www-nature-com-2208	112	8	,	,	,
www-nature-com-2208	112	9	shared	share	VBN
www-nature-com-2208	112	10	,	,	,
www-nature-com-2208	112	11	and	and	CC
www-nature-com-2208	112	12	broadly	broadly	RB
www-nature-com-2208	112	13	applicable	applicable	JJ
www-nature-com-2208	112	14	language	language	NN
www-nature-com-2208	112	15	for	for	IN
www-nature-com-2208	112	16	knowledge	knowledge	NN
www-nature-com-2208	112	17	representation	representation	NN
www-nature-com-2208	112	18	.	.	.
www-nature-com-2208	113	1	I2	i2	NN
www-nature-com-2208	113	2	.	.	.
www-nature-com-2208	114	1	(	(	-LRB-
www-nature-com-2208	114	2	meta)data	meta)data	PRP
www-nature-com-2208	114	3	use	use	VBP
www-nature-com-2208	114	4	vocabularies	vocabulary	NNS
www-nature-com-2208	114	5	that	that	WDT
www-nature-com-2208	114	6	follow	follow	VBP
www-nature-com-2208	114	7	FAIR	FAIR	NNP
www-nature-com-2208	114	8	principles	principle	NNS
www-nature-com-2208	114	9	I3	I3	NNP
www-nature-com-2208	114	10	.	.	.
www-nature-com-2208	115	1	(	(	-LRB-
www-nature-com-2208	115	2	meta)data	meta)data	PRP
www-nature-com-2208	115	3	include	include	VBP
www-nature-com-2208	115	4	qualified	qualified	JJ
www-nature-com-2208	115	5	references	reference	NNS
www-nature-com-2208	115	6	to	to	IN
www-nature-com-2208	115	7	other	other	JJ
www-nature-com-2208	115	8	(	(	-LRB-
www-nature-com-2208	115	9	meta)data	meta)data	NNP
www-nature-com-2208	115	10	To	to	TO
www-nature-com-2208	115	11	be	be	VB
www-nature-com-2208	115	12	Reusable	reusable	JJ
www-nature-com-2208	115	13	:	:	:
www-nature-com-2208	115	14	R1	R1	NNP
www-nature-com-2208	115	15	.	.	.
www-nature-com-2208	116	1	meta(data	meta(data	NNP
www-nature-com-2208	116	2	)	)	-RRB-
www-nature-com-2208	116	3	are	be	VBP
www-nature-com-2208	116	4	richly	richly	RB
www-nature-com-2208	116	5	described	describe	VBN
www-nature-com-2208	116	6	with	with	IN
www-nature-com-2208	116	7	a	a	DT
www-nature-com-2208	116	8	plurality	plurality	NN
www-nature-com-2208	116	9	of	of	IN
www-nature-com-2208	116	10	accurate	accurate	JJ
www-nature-com-2208	116	11	and	and	CC
www-nature-com-2208	116	12	relevant	relevant	JJ
www-nature-com-2208	116	13	attributes	attribute	NNS
www-nature-com-2208	116	14	R1.1	r1.1	VBP
www-nature-com-2208	116	15	.	.	.
www-nature-com-2208	117	1	(	(	-LRB-
www-nature-com-2208	117	2	meta)data	meta)data	NNP
www-nature-com-2208	117	3	are	be	VBP
www-nature-com-2208	117	4	released	release	VBN
www-nature-com-2208	117	5	with	with	IN
www-nature-com-2208	117	6	a	a	DT
www-nature-com-2208	117	7	clear	clear	JJ
www-nature-com-2208	117	8	and	and	CC
www-nature-com-2208	117	9	accessible	accessible	JJ
www-nature-com-2208	117	10	data	datum	NNS
www-nature-com-2208	117	11	usage	usage	NN
www-nature-com-2208	117	12	license	license	NN
www-nature-com-2208	117	13	R1.2	r1.2	NN
www-nature-com-2208	117	14	.	.	.
www-nature-com-2208	118	1	(	(	-LRB-
www-nature-com-2208	118	2	meta)data	meta)data	NNP
www-nature-com-2208	118	3	are	be	VBP
www-nature-com-2208	118	4	associated	associate	VBN
www-nature-com-2208	118	5	with	with	IN
www-nature-com-2208	118	6	detailed	detailed	JJ
www-nature-com-2208	118	7	provenance	provenance	NN
www-nature-com-2208	118	8	R1.3	R1.3	NNP
www-nature-com-2208	118	9	.	.	.
www-nature-com-2208	119	1	(	(	-LRB-
www-nature-com-2208	119	2	meta)data	meta)data	PRP
www-nature-com-2208	119	3	meet	meet	VBP
www-nature-com-2208	119	4	domain	domain	NN
www-nature-com-2208	119	5	-	-	HYPH
www-nature-com-2208	119	6	relevant	relevant	JJ
www-nature-com-2208	119	7	community	community	NN
www-nature-com-2208	119	8	standards	standard	NNS
www-nature-com-2208	119	9	The	the	DT
www-nature-com-2208	119	10	Principles	principle	NNS
www-nature-com-2208	119	11	precede	precede	VBP
www-nature-com-2208	119	12	implementation	implementation	NN
www-nature-com-2208	119	13	These	these	DT
www-nature-com-2208	119	14	high	high	JJ
www-nature-com-2208	119	15	-	-	HYPH
www-nature-com-2208	119	16	level	level	NN
www-nature-com-2208	119	17	FAIR	fair	NN
www-nature-com-2208	119	18	Guiding	Guiding	NNP
www-nature-com-2208	119	19	Principles	Principles	NNPS
www-nature-com-2208	119	20	precede	precede	VBP
www-nature-com-2208	119	21	implementation	implementation	NN
www-nature-com-2208	119	22	choices	choice	NNS
www-nature-com-2208	119	23	,	,	,
www-nature-com-2208	119	24	and	and	CC
www-nature-com-2208	119	25	do	do	VBP
www-nature-com-2208	119	26	not	not	RB
www-nature-com-2208	119	27	suggest	suggest	VB
www-nature-com-2208	119	28	any	any	DT
www-nature-com-2208	119	29	specific	specific	JJ
www-nature-com-2208	119	30	technology	technology	NN
www-nature-com-2208	119	31	,	,	,
www-nature-com-2208	119	32	standard	standard	NN
www-nature-com-2208	119	33	,	,	,
www-nature-com-2208	119	34	or	or	CC
www-nature-com-2208	119	35	implementation	implementation	NN
www-nature-com-2208	119	36	-	-	HYPH
www-nature-com-2208	119	37	solution	solution	NN
www-nature-com-2208	119	38	;	;	:
www-nature-com-2208	119	39	moreover	moreover	RB
www-nature-com-2208	119	40	,	,	,
www-nature-com-2208	119	41	the	the	DT
www-nature-com-2208	119	42	Principles	Principles	NNPS
www-nature-com-2208	119	43	are	be	VBP
www-nature-com-2208	119	44	not	not	RB
www-nature-com-2208	119	45	,	,	,
www-nature-com-2208	119	46	themselves	-PRON-	PRP
www-nature-com-2208	119	47	,	,	,
www-nature-com-2208	119	48	a	a	DT
www-nature-com-2208	119	49	standard	standard	NN
www-nature-com-2208	119	50	or	or	CC
www-nature-com-2208	119	51	a	a	DT
www-nature-com-2208	119	52	specification	specification	NN
www-nature-com-2208	119	53	.	.	.
www-nature-com-2208	120	1	They	-PRON-	PRP
www-nature-com-2208	120	2	act	act	VBP
www-nature-com-2208	120	3	as	as	IN
www-nature-com-2208	120	4	a	a	DT
www-nature-com-2208	120	5	guide	guide	NN
www-nature-com-2208	120	6	to	to	IN
www-nature-com-2208	120	7	data	data	NN
www-nature-com-2208	120	8	publishers	publisher	NNS
www-nature-com-2208	120	9	and	and	CC
www-nature-com-2208	120	10	stewards	steward	NNS
www-nature-com-2208	120	11	to	to	TO
www-nature-com-2208	120	12	assist	assist	VB
www-nature-com-2208	120	13	them	-PRON-	PRP
www-nature-com-2208	120	14	in	in	IN
www-nature-com-2208	120	15	evaluating	evaluate	VBG
www-nature-com-2208	120	16	whether	whether	IN
www-nature-com-2208	120	17	their	-PRON-	PRP$
www-nature-com-2208	120	18	particular	particular	JJ
www-nature-com-2208	120	19	implementation	implementation	NN
www-nature-com-2208	120	20	choices	choice	NNS
www-nature-com-2208	120	21	are	be	VBP
www-nature-com-2208	120	22	rendering	render	VBG
www-nature-com-2208	120	23	their	-PRON-	PRP$
www-nature-com-2208	120	24	digital	digital	JJ
www-nature-com-2208	120	25	research	research	NN
www-nature-com-2208	120	26	artefacts	artefact	VBZ
www-nature-com-2208	120	27	Findable	findable	JJ
www-nature-com-2208	120	28	,	,	,
www-nature-com-2208	120	29	Accessible	accessible	JJ
www-nature-com-2208	120	30	,	,	,
www-nature-com-2208	120	31	Interoperable	interoperable	JJ
www-nature-com-2208	120	32	,	,	,
www-nature-com-2208	120	33	and	and	CC
www-nature-com-2208	120	34	Reusable	reusable	JJ
www-nature-com-2208	120	35	.	.	.
www-nature-com-2208	121	1	We	-PRON-	PRP
www-nature-com-2208	121	2	anticipate	anticipate	VBP
www-nature-com-2208	121	3	that	that	IN
www-nature-com-2208	121	4	these	these	DT
www-nature-com-2208	121	5	high	high	JJ
www-nature-com-2208	121	6	level	level	NN
www-nature-com-2208	121	7	principles	principle	NNS
www-nature-com-2208	121	8	will	will	MD
www-nature-com-2208	121	9	enable	enable	VB
www-nature-com-2208	121	10	a	a	DT
www-nature-com-2208	121	11	broad	broad	JJ
www-nature-com-2208	121	12	range	range	NN
www-nature-com-2208	121	13	of	of	IN
www-nature-com-2208	121	14	integrative	integrative	JJ
www-nature-com-2208	121	15	and	and	CC
www-nature-com-2208	121	16	exploratory	exploratory	JJ
www-nature-com-2208	121	17	behaviours	behaviour	NNS
www-nature-com-2208	121	18	,	,	,
www-nature-com-2208	121	19	based	base	VBN
www-nature-com-2208	121	20	on	on	IN
www-nature-com-2208	121	21	a	a	DT
www-nature-com-2208	121	22	wide	wide	JJ
www-nature-com-2208	121	23	range	range	NN
www-nature-com-2208	121	24	of	of	IN
www-nature-com-2208	121	25	technology	technology	NN
www-nature-com-2208	121	26	choices	choice	NNS
www-nature-com-2208	121	27	and	and	CC
www-nature-com-2208	121	28	implementations	implementation	NNS
www-nature-com-2208	121	29	.	.	.
www-nature-com-2208	122	1	Indeed	indeed	RB
www-nature-com-2208	122	2	,	,	,
www-nature-com-2208	122	3	many	many	JJ
www-nature-com-2208	122	4	repositories	repository	NNS
www-nature-com-2208	122	5	are	be	VBP
www-nature-com-2208	122	6	already	already	RB
www-nature-com-2208	122	7	implementing	implement	VBG
www-nature-com-2208	122	8	various	various	JJ
www-nature-com-2208	122	9	aspects	aspect	NNS
www-nature-com-2208	122	10	of	of	IN
www-nature-com-2208	122	11	FAIR	FAIR	NNP
www-nature-com-2208	122	12	using	use	VBG
www-nature-com-2208	122	13	a	a	DT
www-nature-com-2208	122	14	variety	variety	NN
www-nature-com-2208	122	15	of	of	IN
www-nature-com-2208	122	16	technology	technology	NN
www-nature-com-2208	122	17	choices	choice	NNS
www-nature-com-2208	122	18	and	and	CC
www-nature-com-2208	122	19	several	several	JJ
www-nature-com-2208	122	20	examples	example	NNS
www-nature-com-2208	122	21	are	be	VBP
www-nature-com-2208	122	22	detailed	detailed	JJ
www-nature-com-2208	122	23	in	in	IN
www-nature-com-2208	122	24	the	the	DT
www-nature-com-2208	122	25	next	next	JJ
www-nature-com-2208	122	26	section	section	NN
www-nature-com-2208	122	27	;	;	:
www-nature-com-2208	122	28	examples	example	NNS
www-nature-com-2208	122	29	include	include	VBP
www-nature-com-2208	122	30	Scientific	Scientific	NNP
www-nature-com-2208	122	31	Data	Data	NNP
www-nature-com-2208	122	32	itself	-PRON-	PRP
www-nature-com-2208	122	33	and	and	CC
www-nature-com-2208	122	34	how	how	WRB
www-nature-com-2208	122	35	narrative	narrative	JJ
www-nature-com-2208	122	36	data	data	NN
www-nature-com-2208	122	37	articles	article	NNS
www-nature-com-2208	122	38	are	be	VBP
www-nature-com-2208	122	39	anchored	anchor	VBN
www-nature-com-2208	122	40	to	to	IN
www-nature-com-2208	122	41	a	a	DT
www-nature-com-2208	122	42	progressively	progressively	RB
www-nature-com-2208	122	43	FAIR	FAIR	NNP
www-nature-com-2208	122	44	structured	structured	JJ
www-nature-com-2208	122	45	metadata	metadata	NN
www-nature-com-2208	122	46	.	.	.
www-nature-com-2208	123	1	Examples	example	NNS
www-nature-com-2208	123	2	of	of	IN
www-nature-com-2208	123	3	FAIRness	fairness	NN
www-nature-com-2208	123	4	,	,	,
www-nature-com-2208	123	5	and	and	CC
www-nature-com-2208	123	6	the	the	DT
www-nature-com-2208	123	7	resulting	result	VBG
www-nature-com-2208	123	8	value	value	NN
www-nature-com-2208	123	9	-	-	HYPH
www-nature-com-2208	123	10	added	add	VBN
www-nature-com-2208	123	11	Dataverse7	dataverse7	NN
www-nature-com-2208	123	12	:	:	:
www-nature-com-2208	123	13	Dataverse	Dataverse	NNP
www-nature-com-2208	123	14	is	be	VBZ
www-nature-com-2208	123	15	an	an	DT
www-nature-com-2208	123	16	open	open	JJ
www-nature-com-2208	123	17	-	-	HYPH
www-nature-com-2208	123	18	source	source	NN
www-nature-com-2208	123	19	data	data	NN
www-nature-com-2208	123	20	repository	repository	NN
www-nature-com-2208	123	21	software	software	NN
www-nature-com-2208	123	22	installed	instal	VBN
www-nature-com-2208	123	23	in	in	IN
www-nature-com-2208	123	24	dozens	dozen	NNS
www-nature-com-2208	123	25	of	of	IN
www-nature-com-2208	123	26	institutions	institution	NNS
www-nature-com-2208	123	27	globally	globally	RB
www-nature-com-2208	123	28	to	to	TO
www-nature-com-2208	123	29	support	support	VB
www-nature-com-2208	123	30	public	public	JJ
www-nature-com-2208	123	31	community	community	NN
www-nature-com-2208	123	32	repositories	repository	NNS
www-nature-com-2208	123	33	or	or	CC
www-nature-com-2208	123	34	institutional	institutional	JJ
www-nature-com-2208	123	35	research	research	NN
www-nature-com-2208	123	36	data	datum	NNS
www-nature-com-2208	123	37	repositories	repository	NNS
www-nature-com-2208	123	38	.	.	.
www-nature-com-2208	124	1	Harvard	Harvard	NNP
www-nature-com-2208	124	2	Dataverse	Dataverse	NNP
www-nature-com-2208	124	3	,	,	,
www-nature-com-2208	124	4	with	with	IN
www-nature-com-2208	124	5	more	more	JJR
www-nature-com-2208	124	6	than	than	IN
www-nature-com-2208	124	7	60,000	60,000	CD
www-nature-com-2208	124	8	datasets	dataset	NNS
www-nature-com-2208	124	9	,	,	,
www-nature-com-2208	124	10	is	be	VBZ
www-nature-com-2208	124	11	the	the	DT
www-nature-com-2208	124	12	largest	large	JJS
www-nature-com-2208	124	13	of	of	IN
www-nature-com-2208	124	14	the	the	DT
www-nature-com-2208	124	15	current	current	JJ
www-nature-com-2208	124	16	Dataverse	Dataverse	NNP
www-nature-com-2208	124	17	repositories	repository	NNS
www-nature-com-2208	124	18	,	,	,
www-nature-com-2208	124	19	and	and	CC
www-nature-com-2208	124	20	is	be	VBZ
www-nature-com-2208	124	21	open	open	JJ
www-nature-com-2208	124	22	to	to	IN
www-nature-com-2208	124	23	all	all	DT
www-nature-com-2208	124	24	researchers	researcher	NNS
www-nature-com-2208	124	25	from	from	IN
www-nature-com-2208	124	26	all	all	DT
www-nature-com-2208	124	27	research	research	NN
www-nature-com-2208	124	28	fields	field	NNS
www-nature-com-2208	124	29	.	.	.
www-nature-com-2208	125	1	Dataverse	Dataverse	NNP
www-nature-com-2208	125	2	generates	generate	VBZ
www-nature-com-2208	125	3	a	a	DT
www-nature-com-2208	125	4	formal	formal	JJ
www-nature-com-2208	125	5	citation	citation	NN
www-nature-com-2208	125	6	for	for	IN
www-nature-com-2208	125	7	each	each	DT
www-nature-com-2208	125	8	deposit	deposit	NN
www-nature-com-2208	125	9	,	,	,
www-nature-com-2208	125	10	following	follow	VBG
www-nature-com-2208	125	11	the	the	DT
www-nature-com-2208	125	12	standard	standard	NN
www-nature-com-2208	125	13	defined	define	VBN
www-nature-com-2208	125	14	by	by	IN
www-nature-com-2208	125	15	Altman	Altman	NNP
www-nature-com-2208	125	16	and	and	CC
www-nature-com-2208	125	17	King13	King13	NNP
www-nature-com-2208	125	18	.	.	.
www-nature-com-2208	126	1	Dataverse	Dataverse	NNP
www-nature-com-2208	126	2	makes	make	VBZ
www-nature-com-2208	126	3	the	the	DT
www-nature-com-2208	126	4	Digital	Digital	NNP
www-nature-com-2208	126	5	Object	Object	NNP
www-nature-com-2208	126	6	Identifier	Identifier	NNP
www-nature-com-2208	126	7	(	(	-LRB-
www-nature-com-2208	126	8	DOI	DOI	NNP
www-nature-com-2208	126	9	)	)	-RRB-
www-nature-com-2208	126	10	,	,	,
www-nature-com-2208	126	11	or	or	CC
www-nature-com-2208	126	12	other	other	JJ
www-nature-com-2208	126	13	persistent	persistent	JJ
www-nature-com-2208	126	14	identifiers	identifier	NNS
www-nature-com-2208	126	15	(	(	-LRB-
www-nature-com-2208	126	16	Handles	Handles	NNP
www-nature-com-2208	126	17	)	)	-RRB-
www-nature-com-2208	126	18	,	,	,
www-nature-com-2208	126	19	public	public	JJ
www-nature-com-2208	126	20	when	when	WRB
www-nature-com-2208	126	21	the	the	DT
www-nature-com-2208	126	22	dataset	dataset	NN
www-nature-com-2208	126	23	is	be	VBZ
www-nature-com-2208	126	24	published	publish	VBN
www-nature-com-2208	126	25	(	(	-LRB-
www-nature-com-2208	126	26	‘	'	``
www-nature-com-2208	126	27	F	F	NNP
www-nature-com-2208	126	28	’	'	''
www-nature-com-2208	126	29	)	)	-RRB-
www-nature-com-2208	126	30	.	.	.
www-nature-com-2208	127	1	This	this	DT
www-nature-com-2208	127	2	resolves	resolve	VBZ
www-nature-com-2208	127	3	to	to	IN
www-nature-com-2208	127	4	a	a	DT
www-nature-com-2208	127	5	landing	landing	NN
www-nature-com-2208	127	6	page	page	NN
www-nature-com-2208	127	7	,	,	,
www-nature-com-2208	127	8	providing	provide	VBG
www-nature-com-2208	127	9	access	access	NN
www-nature-com-2208	127	10	to	to	IN
www-nature-com-2208	127	11	metadata	metadata	NN
www-nature-com-2208	127	12	,	,	,
www-nature-com-2208	127	13	data	data	NN
www-nature-com-2208	127	14	files	file	NNS
www-nature-com-2208	127	15	,	,	,
www-nature-com-2208	127	16	dataset	dataset	NN
www-nature-com-2208	127	17	terms	term	NNS
www-nature-com-2208	127	18	,	,	,
www-nature-com-2208	127	19	waivers	waiver	NNS
www-nature-com-2208	127	20	or	or	CC
www-nature-com-2208	127	21	licenses	license	NNS
www-nature-com-2208	127	22	,	,	,
www-nature-com-2208	127	23	and	and	CC
www-nature-com-2208	127	24	version	version	NN
www-nature-com-2208	127	25	information	information	NN
www-nature-com-2208	127	26	,	,	,
www-nature-com-2208	127	27	all	all	DT
www-nature-com-2208	127	28	of	of	IN
www-nature-com-2208	127	29	which	which	WDT
www-nature-com-2208	127	30	is	be	VBZ
www-nature-com-2208	127	31	indexed	index	VBN
www-nature-com-2208	127	32	and	and	CC
www-nature-com-2208	127	33	searchable	searchable	JJ
www-nature-com-2208	127	34	(	(	-LRB-
www-nature-com-2208	127	35	‘	'	``
www-nature-com-2208	127	36	F	F	NNP
www-nature-com-2208	127	37	’	'	''
www-nature-com-2208	127	38	,	,	,
www-nature-com-2208	127	39	‘	'	``
www-nature-com-2208	127	40	A	a	DT
www-nature-com-2208	127	41	’	'	''
www-nature-com-2208	127	42	,	,	,
www-nature-com-2208	127	43	and	and	CC
www-nature-com-2208	127	44	‘	'	``
www-nature-com-2208	127	45	R	r	NN
www-nature-com-2208	127	46	’	'	''
www-nature-com-2208	127	47	)	)	-RRB-
www-nature-com-2208	127	48	.	.	.
www-nature-com-2208	128	1	Deposits	deposit	NNS
www-nature-com-2208	128	2	include	include	VBP
www-nature-com-2208	128	3	metadata	metadata	NN
www-nature-com-2208	128	4	,	,	,
www-nature-com-2208	128	5	data	data	NN
www-nature-com-2208	128	6	files	file	NNS
www-nature-com-2208	128	7	,	,	,
www-nature-com-2208	128	8	and	and	CC
www-nature-com-2208	128	9	any	any	DT
www-nature-com-2208	128	10	complementary	complementary	JJ
www-nature-com-2208	128	11	files	file	NNS
www-nature-com-2208	128	12	(	(	-LRB-
www-nature-com-2208	128	13	such	such	JJ
www-nature-com-2208	128	14	as	as	IN
www-nature-com-2208	128	15	documentation	documentation	NN
www-nature-com-2208	128	16	or	or	CC
www-nature-com-2208	128	17	code	code	NN
www-nature-com-2208	128	18	)	)	-RRB-
www-nature-com-2208	128	19	needed	need	VBN
www-nature-com-2208	128	20	to	to	TO
www-nature-com-2208	128	21	understand	understand	VB
www-nature-com-2208	128	22	the	the	DT
www-nature-com-2208	128	23	data	datum	NNS
www-nature-com-2208	128	24	and	and	CC
www-nature-com-2208	128	25	analysis	analysis	NN
www-nature-com-2208	128	26	(	(	-LRB-
www-nature-com-2208	128	27	‘	'	``
www-nature-com-2208	128	28	R	r	NN
www-nature-com-2208	128	29	’	'	''
www-nature-com-2208	128	30	)	)	-RRB-
www-nature-com-2208	128	31	.	.	.
www-nature-com-2208	129	1	Metadata	Metadata	NNP
www-nature-com-2208	129	2	is	be	VBZ
www-nature-com-2208	129	3	always	always	RB
www-nature-com-2208	129	4	public	public	JJ
www-nature-com-2208	129	5	,	,	,
www-nature-com-2208	129	6	even	even	RB
www-nature-com-2208	129	7	if	if	IN
www-nature-com-2208	129	8	the	the	DT
www-nature-com-2208	129	9	data	datum	NNS
www-nature-com-2208	129	10	are	be	VBP
www-nature-com-2208	129	11	restricted	restrict	VBN
www-nature-com-2208	129	12	or	or	CC
www-nature-com-2208	129	13	removed	remove	VBN
www-nature-com-2208	129	14	for	for	IN
www-nature-com-2208	129	15	privacy	privacy	NN
www-nature-com-2208	129	16	issues	issue	NNS
www-nature-com-2208	129	17	(	(	-LRB-
www-nature-com-2208	129	18	‘	'	``
www-nature-com-2208	129	19	F	f	NN
www-nature-com-2208	129	20	’	'	''
www-nature-com-2208	129	21	,	,	,
www-nature-com-2208	129	22	‘	'	``
www-nature-com-2208	129	23	A	a	NN
www-nature-com-2208	129	24	’	'	''
www-nature-com-2208	129	25	)	)	-RRB-
www-nature-com-2208	129	26	.	.	.
www-nature-com-2208	130	1	This	this	DT
www-nature-com-2208	130	2	metadata	metadata	NN
www-nature-com-2208	130	3	is	be	VBZ
www-nature-com-2208	130	4	offered	offer	VBN
www-nature-com-2208	130	5	at	at	IN
www-nature-com-2208	130	6	three	three	CD
www-nature-com-2208	130	7	levels	level	NNS
www-nature-com-2208	130	8	,	,	,
www-nature-com-2208	130	9	extensively	extensively	RB
www-nature-com-2208	130	10	supporting	support	VBG
www-nature-com-2208	130	11	the	the	DT
www-nature-com-2208	130	12	‘	'	``
www-nature-com-2208	130	13	I	-PRON-	PRP
www-nature-com-2208	130	14	’	'	''
www-nature-com-2208	130	15	and	and	CC
www-nature-com-2208	130	16	‘	'	``
www-nature-com-2208	130	17	R	r	NN
www-nature-com-2208	130	18	’	'	''
www-nature-com-2208	130	19	FAIR	FAIR	NNP
www-nature-com-2208	130	20	principles	principle	NNS
www-nature-com-2208	130	21	:	:	:
www-nature-com-2208	130	22	1	1	LS
www-nature-com-2208	130	23	)	)	-RRB-
www-nature-com-2208	130	24	data	datum	NNS
www-nature-com-2208	130	25	citation	citation	NN
www-nature-com-2208	130	26	metadata	metadata	NN
www-nature-com-2208	130	27	,	,	,
www-nature-com-2208	130	28	which	which	WDT
www-nature-com-2208	130	29	maps	map	VBZ
www-nature-com-2208	130	30	to	to	IN
www-nature-com-2208	130	31	DataCite	DataCite	NNP
www-nature-com-2208	130	32	schema	schema	NN
www-nature-com-2208	130	33	or	or	CC
www-nature-com-2208	130	34	Dublin	Dublin	NNP
www-nature-com-2208	130	35	Core	Core	NNP
www-nature-com-2208	130	36	Terms	Terms	NNP
www-nature-com-2208	130	37	,	,	,
www-nature-com-2208	130	38	2	2	LS
www-nature-com-2208	130	39	)	)	-RRB-
www-nature-com-2208	130	40	domain	domain	NN
www-nature-com-2208	130	41	-	-	HYPH
www-nature-com-2208	130	42	specific	specific	JJ
www-nature-com-2208	130	43	metadata	metadata	NN
www-nature-com-2208	130	44	,	,	,
www-nature-com-2208	130	45	which	which	WDT
www-nature-com-2208	130	46	when	when	WRB
www-nature-com-2208	130	47	possible	possible	JJ
www-nature-com-2208	130	48	maps	map	NNS
www-nature-com-2208	130	49	to	to	TO
www-nature-com-2208	130	50	metadata	metadata	VB
www-nature-com-2208	130	51	standards	standard	NNS
www-nature-com-2208	130	52	used	use	VBN
www-nature-com-2208	130	53	within	within	IN
www-nature-com-2208	130	54	a	a	DT
www-nature-com-2208	130	55	scientific	scientific	JJ
www-nature-com-2208	130	56	domain	domain	NN
www-nature-com-2208	130	57	,	,	,
www-nature-com-2208	130	58	and	and	CC
www-nature-com-2208	130	59	3	3	LS
www-nature-com-2208	130	60	)	)	-RRB-
www-nature-com-2208	130	61	file	file	NN
www-nature-com-2208	130	62	-	-	HYPH
www-nature-com-2208	130	63	level	level	NN
www-nature-com-2208	130	64	metadata	metadata	NN
www-nature-com-2208	130	65	,	,	,
www-nature-com-2208	130	66	which	which	WDT
www-nature-com-2208	130	67	can	can	MD
www-nature-com-2208	130	68	be	be	VB
www-nature-com-2208	130	69	deep	deep	JJ
www-nature-com-2208	130	70	and	and	CC
www-nature-com-2208	130	71	extensive	extensive	JJ
www-nature-com-2208	130	72	for	for	IN
www-nature-com-2208	130	73	tabular	tabular	JJ
www-nature-com-2208	130	74	data	datum	NNS
www-nature-com-2208	130	75	files	file	NNS
www-nature-com-2208	130	76	(	(	-LRB-
www-nature-com-2208	130	77	including	include	VBG
www-nature-com-2208	130	78	column	column	NN
www-nature-com-2208	130	79	-	-	HYPH
www-nature-com-2208	130	80	level	level	NN
www-nature-com-2208	130	81	metadata	metadata	NN
www-nature-com-2208	130	82	)	)	-RRB-
www-nature-com-2208	130	83	.	.	.
www-nature-com-2208	131	1	Finally	finally	RB
www-nature-com-2208	131	2	,	,	,
www-nature-com-2208	131	3	Dataverse	Dataverse	NNP
www-nature-com-2208	131	4	provides	provide	VBZ
www-nature-com-2208	131	5	public	public	JJ
www-nature-com-2208	131	6	machine	machine	NN
www-nature-com-2208	131	7	-	-	HYPH
www-nature-com-2208	131	8	accessible	accessible	JJ
www-nature-com-2208	131	9	interfaces	interface	NNS
www-nature-com-2208	131	10	to	to	TO
www-nature-com-2208	131	11	search	search	VB
www-nature-com-2208	131	12	the	the	DT
www-nature-com-2208	131	13	data	datum	NNS
www-nature-com-2208	131	14	,	,	,
www-nature-com-2208	131	15	access	access	VB
www-nature-com-2208	131	16	the	the	DT
www-nature-com-2208	131	17	metadata	metadata	NN
www-nature-com-2208	131	18	and	and	CC
www-nature-com-2208	131	19	download	download	VB
www-nature-com-2208	131	20	the	the	DT
www-nature-com-2208	131	21	data	data	NN
www-nature-com-2208	131	22	files	file	NNS
www-nature-com-2208	131	23	,	,	,
www-nature-com-2208	131	24	using	use	VBG
www-nature-com-2208	131	25	a	a	DT
www-nature-com-2208	131	26	token	token	NN
www-nature-com-2208	131	27	to	to	TO
www-nature-com-2208	131	28	grant	grant	VB
www-nature-com-2208	131	29	access	access	NN
www-nature-com-2208	131	30	when	when	WRB
www-nature-com-2208	131	31	data	data	NN
www-nature-com-2208	131	32	files	file	NNS
www-nature-com-2208	131	33	are	be	VBP
www-nature-com-2208	131	34	restricted	restrict	VBN
www-nature-com-2208	131	35	(	(	-LRB-
www-nature-com-2208	131	36	‘	'	``
www-nature-com-2208	131	37	A	a	NN
www-nature-com-2208	131	38	’	'	''
www-nature-com-2208	131	39	)	)	-RRB-
www-nature-com-2208	131	40	.	.	.
www-nature-com-2208	132	1	FAIRDOM	FAIRDOM	NNP
www-nature-com-2208	132	2	(	(	-LRB-
www-nature-com-2208	132	3	http://fair-dom.org/about	http://fair-dom.org/about	NN
www-nature-com-2208	132	4	)	)	-RRB-
www-nature-com-2208	132	5	:	:	:
www-nature-com-2208	132	6	integrates	integrate	VBZ
www-nature-com-2208	132	7	the	the	DT
www-nature-com-2208	132	8	SEEK14	seek14	JJ
www-nature-com-2208	132	9	and	and	CC
www-nature-com-2208	132	10	openBIS15	openbis15	JJ
www-nature-com-2208	132	11	platforms	platform	NNS
www-nature-com-2208	132	12	to	to	TO
www-nature-com-2208	132	13	produce	produce	VB
www-nature-com-2208	132	14	a	a	DT
www-nature-com-2208	132	15	FAIR	FAIR	NNP
www-nature-com-2208	132	16	data	datum	NNS
www-nature-com-2208	132	17	and	and	CC
www-nature-com-2208	132	18	model	model	NN
www-nature-com-2208	132	19	management	management	NN
www-nature-com-2208	132	20	facility	facility	NN
www-nature-com-2208	132	21	for	for	IN
www-nature-com-2208	132	22	Systems	Systems	NNPS
www-nature-com-2208	132	23	Biology	Biology	NNP
www-nature-com-2208	132	24	.	.	.
www-nature-com-2208	133	1	Individual	individual	JJ
www-nature-com-2208	133	2	research	research	NN
www-nature-com-2208	133	3	assets	asset	NNS
www-nature-com-2208	133	4	(	(	-LRB-
www-nature-com-2208	133	5	or	or	CC
www-nature-com-2208	133	6	aggregates	aggregate	NNS
www-nature-com-2208	133	7	of	of	IN
www-nature-com-2208	133	8	data	datum	NNS
www-nature-com-2208	133	9	and	and	CC
www-nature-com-2208	133	10	models	model	NNS
www-nature-com-2208	133	11	)	)	-RRB-
www-nature-com-2208	133	12	are	be	VBP
www-nature-com-2208	133	13	identified	identify	VBN
www-nature-com-2208	133	14	with	with	IN
www-nature-com-2208	133	15	unique	unique	JJ
www-nature-com-2208	133	16	and	and	CC
www-nature-com-2208	133	17	persistent	persistent	JJ
www-nature-com-2208	133	18	HTTP	HTTP	NNP
www-nature-com-2208	133	19	URLs	url	NNS
www-nature-com-2208	133	20	,	,	,
www-nature-com-2208	133	21	which	which	WDT
www-nature-com-2208	133	22	can	can	MD
www-nature-com-2208	133	23	be	be	VB
www-nature-com-2208	133	24	registered	register	VBN
www-nature-com-2208	133	25	with	with	IN
www-nature-com-2208	133	26	DOIs	doi	NNS
www-nature-com-2208	133	27	for	for	IN
www-nature-com-2208	133	28	publication	publication	NN
www-nature-com-2208	133	29	(	(	-LRB-
www-nature-com-2208	133	30	‘	'	``
www-nature-com-2208	133	31	F	F	NNP
www-nature-com-2208	133	32	’	'	''
www-nature-com-2208	133	33	)	)	-RRB-
www-nature-com-2208	133	34	.	.	.
www-nature-com-2208	134	1	Assets	asset	NNS
www-nature-com-2208	134	2	can	can	MD
www-nature-com-2208	134	3	be	be	VB
www-nature-com-2208	134	4	accessed	access	VBN
www-nature-com-2208	134	5	over	over	IN
www-nature-com-2208	134	6	the	the	DT
www-nature-com-2208	134	7	Web	web	NN
www-nature-com-2208	134	8	in	in	IN
www-nature-com-2208	134	9	a	a	DT
www-nature-com-2208	134	10	variety	variety	NN
www-nature-com-2208	134	11	of	of	IN
www-nature-com-2208	134	12	formats	format	NNS
www-nature-com-2208	134	13	appropriate	appropriate	JJ
www-nature-com-2208	134	14	for	for	IN
www-nature-com-2208	134	15	individuals	individual	NNS
www-nature-com-2208	134	16	and/or	and/or	CC
www-nature-com-2208	134	17	their	-PRON-	PRP$
www-nature-com-2208	134	18	computers	computer	NNS
www-nature-com-2208	134	19	(	(	-LRB-
www-nature-com-2208	134	20	RDF	RDF	NNP
www-nature-com-2208	134	21	,	,	,
www-nature-com-2208	134	22	XML	xml	NN
www-nature-com-2208	134	23	)	)	-RRB-
www-nature-com-2208	134	24	(	(	-LRB-
www-nature-com-2208	134	25	‘	'	``
www-nature-com-2208	134	26	I	-PRON-	PRP
www-nature-com-2208	134	27	’	'	''
www-nature-com-2208	134	28	)	)	-RRB-
www-nature-com-2208	134	29	.	.	.
www-nature-com-2208	135	1	Research	research	NN
www-nature-com-2208	135	2	assets	asset	NNS
www-nature-com-2208	135	3	are	be	VBP
www-nature-com-2208	135	4	annotated	annotate	VBN
www-nature-com-2208	135	5	with	with	IN
www-nature-com-2208	135	6	rich	rich	JJ
www-nature-com-2208	135	7	metadata	metadata	NN
www-nature-com-2208	135	8	,	,	,
www-nature-com-2208	135	9	using	use	VBG
www-nature-com-2208	135	10	community	community	NN
www-nature-com-2208	135	11	standards	standard	NNS
www-nature-com-2208	135	12	,	,	,
www-nature-com-2208	135	13	formats	format	NNS
www-nature-com-2208	135	14	and	and	CC
www-nature-com-2208	135	15	ontologies	ontology	NNS
www-nature-com-2208	135	16	(	(	-LRB-
www-nature-com-2208	135	17	‘	'	``
www-nature-com-2208	135	18	I	-PRON-	PRP
www-nature-com-2208	135	19	’	'	''
www-nature-com-2208	135	20	)	)	-RRB-
www-nature-com-2208	135	21	.	.	.
www-nature-com-2208	136	1	The	the	DT
www-nature-com-2208	136	2	metadata	metadata	NN
www-nature-com-2208	136	3	is	be	VBZ
www-nature-com-2208	136	4	stored	store	VBN
www-nature-com-2208	136	5	as	as	IN
www-nature-com-2208	136	6	RDF	RDF	NNP
www-nature-com-2208	136	7	to	to	TO
www-nature-com-2208	136	8	enable	enable	VB
www-nature-com-2208	136	9	interoperability	interoperability	NN
www-nature-com-2208	136	10	and	and	CC
www-nature-com-2208	136	11	assets	asset	NNS
www-nature-com-2208	136	12	can	can	MD
www-nature-com-2208	136	13	be	be	VB
www-nature-com-2208	136	14	downloaded	download	VBN
www-nature-com-2208	136	15	for	for	IN
www-nature-com-2208	136	16	reuse	reuse	NN
www-nature-com-2208	136	17	(	(	-LRB-
www-nature-com-2208	136	18	‘	'	``
www-nature-com-2208	136	19	R	r	NN
www-nature-com-2208	136	20	’	'	''
www-nature-com-2208	136	21	)	)	-RRB-
www-nature-com-2208	136	22	.	.	.
www-nature-com-2208	137	1	ISA16	isa16	NN
www-nature-com-2208	137	2	:	:	:
www-nature-com-2208	137	3	is	be	VBZ
www-nature-com-2208	137	4	a	a	DT
www-nature-com-2208	137	5	community	community	NN
www-nature-com-2208	137	6	-	-	HYPH
www-nature-com-2208	137	7	driven	drive	VBN
www-nature-com-2208	137	8	metadata	metadata	NN
www-nature-com-2208	137	9	tracking	track	VBG
www-nature-com-2208	137	10	framework	framework	NN
www-nature-com-2208	137	11	to	to	TO
www-nature-com-2208	137	12	facilitate	facilitate	VB
www-nature-com-2208	137	13	standards	standard	NNS
www-nature-com-2208	137	14	-	-	HYPH
www-nature-com-2208	137	15	compliant	compliant	JJ
www-nature-com-2208	137	16	collection	collection	NN
www-nature-com-2208	137	17	,	,	,
www-nature-com-2208	137	18	curation	curation	NN
www-nature-com-2208	137	19	,	,	,
www-nature-com-2208	137	20	management	management	NN
www-nature-com-2208	137	21	and	and	CC
www-nature-com-2208	137	22	reuse	reuse	NN
www-nature-com-2208	137	23	of	of	IN
www-nature-com-2208	137	24	life	life	NN
www-nature-com-2208	137	25	science	science	NN
www-nature-com-2208	137	26	datasets	dataset	NNS
www-nature-com-2208	137	27	.	.	.
www-nature-com-2208	138	1	ISA	ISA	NNP
www-nature-com-2208	138	2	provides	provide	VBZ
www-nature-com-2208	138	3	progressively	progressively	RB
www-nature-com-2208	138	4	FAIR	FAIR	NNP
www-nature-com-2208	138	5	structured	structure	VBN
www-nature-com-2208	138	6	metadata	metadata	NN
www-nature-com-2208	138	7	to	to	IN
www-nature-com-2208	138	8	Nature	Nature	NNP
www-nature-com-2208	138	9	Scientific	Scientific	NNP
www-nature-com-2208	138	10	Data	Data	NNPS
www-nature-com-2208	138	11	’s	’s	POS
www-nature-com-2208	138	12	Data	Data	NNP
www-nature-com-2208	138	13	Descriptor	Descriptor	NNP
www-nature-com-2208	138	14	articles	article	NNS
www-nature-com-2208	138	15	,	,	,
www-nature-com-2208	138	16	and	and	CC
www-nature-com-2208	138	17	many	many	JJ
www-nature-com-2208	138	18	GigaScience	GigaScience	NNP
www-nature-com-2208	138	19	data	datum	NNS
www-nature-com-2208	138	20	papers	paper	NNS
www-nature-com-2208	138	21	,	,	,
www-nature-com-2208	138	22	and	and	CC
www-nature-com-2208	138	23	underpins	underpin	VBZ
www-nature-com-2208	138	24	the	the	DT
www-nature-com-2208	138	25	EBI	EBI	NNP
www-nature-com-2208	138	26	MetaboLights	MetaboLights	NNP
www-nature-com-2208	138	27	database	database	NN
www-nature-com-2208	138	28	among	among	IN
www-nature-com-2208	138	29	other	other	JJ
www-nature-com-2208	138	30	data	datum	NNS
www-nature-com-2208	138	31	resources	resource	NNS
www-nature-com-2208	138	32	.	.	.
www-nature-com-2208	139	1	At	at	IN
www-nature-com-2208	139	2	the	the	DT
www-nature-com-2208	139	3	heart	heart	NN
www-nature-com-2208	139	4	is	be	VBZ
www-nature-com-2208	139	5	a	a	DT
www-nature-com-2208	139	6	general	general	JJ
www-nature-com-2208	139	7	-	-	HYPH
www-nature-com-2208	139	8	purpose	purpose	NN
www-nature-com-2208	139	9	,	,	,
www-nature-com-2208	139	10	extensible	extensible	JJ
www-nature-com-2208	139	11	ISA	ISA	NNP
www-nature-com-2208	139	12	model	model	NN
www-nature-com-2208	139	13	,	,	,
www-nature-com-2208	139	14	originally	originally	RB
www-nature-com-2208	139	15	only	only	RB
www-nature-com-2208	139	16	available	available	JJ
www-nature-com-2208	139	17	as	as	IN
www-nature-com-2208	139	18	a	a	DT
www-nature-com-2208	139	19	tabular	tabular	JJ
www-nature-com-2208	139	20	representation	representation	NN
www-nature-com-2208	139	21	but	but	CC
www-nature-com-2208	139	22	subsequently	subsequently	RB
www-nature-com-2208	139	23	enhanced	enhance	VBN
www-nature-com-2208	139	24	as	as	IN
www-nature-com-2208	139	25	an	an	DT
www-nature-com-2208	139	26	RDF	RDF	NNP
www-nature-com-2208	139	27	-	-	HYPH
www-nature-com-2208	139	28	based	base	VBN
www-nature-com-2208	139	29	representation17	representation17	NN
www-nature-com-2208	139	30	,	,	,
www-nature-com-2208	139	31	and	and	CC
www-nature-com-2208	139	32	JSON	JSON	NNP
www-nature-com-2208	139	33	serializations	serialization	NNS
www-nature-com-2208	139	34	to	to	TO
www-nature-com-2208	139	35	enable	enable	VB
www-nature-com-2208	139	36	the	the	DT
www-nature-com-2208	139	37	‘	'	``
www-nature-com-2208	139	38	I	-PRON-	PRP
www-nature-com-2208	139	39	’	'	''
www-nature-com-2208	139	40	and	and	CC
www-nature-com-2208	139	41	‘	'	``
www-nature-com-2208	139	42	R	r	NN
www-nature-com-2208	139	43	’	'	''
www-nature-com-2208	139	44	,	,	,
www-nature-com-2208	139	45	becoming	become	VBG
www-nature-com-2208	139	46	‘	'	``
www-nature-com-2208	139	47	FAIR	FAIR	NNP
www-nature-com-2208	139	48	’	'	''
www-nature-com-2208	139	49	when	when	WRB
www-nature-com-2208	139	50	published	publish	VBN
www-nature-com-2208	139	51	as	as	IN
www-nature-com-2208	139	52	linked	link	VBN
www-nature-com-2208	139	53	data	datum	NNS
www-nature-com-2208	139	54	(	(	-LRB-
www-nature-com-2208	139	55	http://elixir-uk.org/node-events/201cisa-as-a-fair-research-object201d-hack-the-spec-event-1	http://elixir-uk.org/node-events/201cisa-as-a-fair-research-object201d-hack-the-spec-event-1	ADD
www-nature-com-2208	139	56	)	)	-RRB-
www-nature-com-2208	139	57	and	and	CC
www-nature-com-2208	139	58	complementing	complement	VBG
www-nature-com-2208	139	59	other	other	JJ
www-nature-com-2208	139	60	research	research	NN
www-nature-com-2208	139	61	objects18	objects18	NNP
www-nature-com-2208	139	62	.	.	.
www-nature-com-2208	140	1	Open	open	JJ
www-nature-com-2208	140	2	PHACTS19	phacts19	NN
www-nature-com-2208	140	3	:	:	:
www-nature-com-2208	140	4	Open	open	JJ
www-nature-com-2208	140	5	PHACTS	PHACTS	NNP
www-nature-com-2208	140	6	is	be	VBZ
www-nature-com-2208	140	7	a	a	DT
www-nature-com-2208	140	8	data	data	NN
www-nature-com-2208	140	9	integration	integration	NN
www-nature-com-2208	140	10	platform	platform	NN
www-nature-com-2208	140	11	for	for	IN
www-nature-com-2208	140	12	information	information	NN
www-nature-com-2208	140	13	pertaining	pertain	VBG
www-nature-com-2208	140	14	to	to	IN
www-nature-com-2208	140	15	drug	drug	NN
www-nature-com-2208	140	16	discovery	discovery	NN
www-nature-com-2208	140	17	.	.	.
www-nature-com-2208	141	1	Access	access	NN
www-nature-com-2208	141	2	to	to	IN
www-nature-com-2208	141	3	the	the	DT
www-nature-com-2208	141	4	platform	platform	NN
www-nature-com-2208	141	5	is	be	VBZ
www-nature-com-2208	141	6	mediated	mediate	VBN
www-nature-com-2208	141	7	through	through	IN
www-nature-com-2208	141	8	a	a	DT
www-nature-com-2208	141	9	machine	machine	NN
www-nature-com-2208	141	10	-	-	HYPH
www-nature-com-2208	141	11	accessible	accessible	JJ
www-nature-com-2208	141	12	interface20	interface20	NNP
www-nature-com-2208	141	13	which	which	WDT
www-nature-com-2208	141	14	provides	provide	VBZ
www-nature-com-2208	141	15	multiple	multiple	JJ
www-nature-com-2208	141	16	representations	representation	NNS
www-nature-com-2208	141	17	that	that	WDT
www-nature-com-2208	141	18	are	be	VBP
www-nature-com-2208	141	19	both	both	DT
www-nature-com-2208	141	20	human	human	JJ
www-nature-com-2208	141	21	(	(	-LRB-
www-nature-com-2208	141	22	HTML	html	NN
www-nature-com-2208	141	23	)	)	-RRB-
www-nature-com-2208	141	24	and	and	CC
www-nature-com-2208	141	25	machine	machine	NN
www-nature-com-2208	141	26	readable	readable	JJ
www-nature-com-2208	141	27	(	(	-LRB-
www-nature-com-2208	141	28	RDF	RDF	NNP
www-nature-com-2208	141	29	,	,	,
www-nature-com-2208	141	30	JSON	JSON	NNP
www-nature-com-2208	141	31	,	,	,
www-nature-com-2208	141	32	XML	xml	NN
www-nature-com-2208	141	33	,	,	,
www-nature-com-2208	141	34	CSV	csv	NN
www-nature-com-2208	141	35	,	,	,
www-nature-com-2208	141	36	etc	etc	FW
www-nature-com-2208	141	37	)	)	-RRB-
www-nature-com-2208	141	38	,	,	,
www-nature-com-2208	141	39	providing	provide	VBG
www-nature-com-2208	141	40	the	the	DT
www-nature-com-2208	141	41	‘	'	``
www-nature-com-2208	141	42	A	a	NN
www-nature-com-2208	141	43	’	'	''
www-nature-com-2208	141	44	facet	facet	NN
www-nature-com-2208	141	45	of	of	IN
www-nature-com-2208	141	46	FAIRness	fairness	NN
www-nature-com-2208	141	47	.	.	.
www-nature-com-2208	142	1	The	the	DT
www-nature-com-2208	142	2	interface	interface	NN
www-nature-com-2208	142	3	allows	allow	VBZ
www-nature-com-2208	142	4	multiple	multiple	JJ
www-nature-com-2208	142	5	URLs	url	NNS
www-nature-com-2208	142	6	to	to	TO
www-nature-com-2208	142	7	be	be	VB
www-nature-com-2208	142	8	used	use	VBN
www-nature-com-2208	142	9	to	to	TO
www-nature-com-2208	142	10	access	access	VB
www-nature-com-2208	142	11	information	information	NN
www-nature-com-2208	142	12	about	about	IN
www-nature-com-2208	142	13	a	a	DT
www-nature-com-2208	142	14	particular	particular	JJ
www-nature-com-2208	142	15	entity	entity	NN
www-nature-com-2208	142	16	through	through	IN
www-nature-com-2208	142	17	a	a	DT
www-nature-com-2208	142	18	mappings	mapping	NNS
www-nature-com-2208	142	19	service	service	NN
www-nature-com-2208	142	20	(	(	-LRB-
www-nature-com-2208	142	21	‘	'	``
www-nature-com-2208	142	22	F	F	NNP
www-nature-com-2208	142	23	’	'	''
www-nature-com-2208	142	24	and	and	CC
www-nature-com-2208	142	25	‘	'	``
www-nature-com-2208	142	26	A	a	NN
www-nature-com-2208	142	27	’	'	''
www-nature-com-2208	142	28	)	)	-RRB-
www-nature-com-2208	142	29	.	.	.
www-nature-com-2208	143	1	Thus	thus	RB
www-nature-com-2208	143	2	,	,	,
www-nature-com-2208	143	3	a	a	DT
www-nature-com-2208	143	4	user	user	NN
www-nature-com-2208	143	5	can	can	MD
www-nature-com-2208	143	6	provide	provide	VB
www-nature-com-2208	143	7	a	a	DT
www-nature-com-2208	143	8	ChEMBL	chembl	NN
www-nature-com-2208	143	9	URL	url	NN
www-nature-com-2208	143	10	to	to	TO
www-nature-com-2208	143	11	retrieve	retrieve	VB
www-nature-com-2208	143	12	information	information	NN
www-nature-com-2208	143	13	sourced	source	VBN
www-nature-com-2208	143	14	from	from	IN
www-nature-com-2208	143	15	,	,	,
www-nature-com-2208	143	16	for	for	IN
www-nature-com-2208	143	17	example	example	NN
www-nature-com-2208	143	18	,	,	,
www-nature-com-2208	143	19	Chemspider	Chemspider	NNP
www-nature-com-2208	143	20	or	or	CC
www-nature-com-2208	143	21	DrugBank	DrugBank	NNP
www-nature-com-2208	143	22	.	.	.
www-nature-com-2208	144	1	Each	each	DT
www-nature-com-2208	144	2	call	call	NN
www-nature-com-2208	144	3	provides	provide	VBZ
www-nature-com-2208	144	4	a	a	DT
www-nature-com-2208	144	5	canonical	canonical	JJ
www-nature-com-2208	144	6	URL	url	NN
www-nature-com-2208	144	7	in	in	IN
www-nature-com-2208	144	8	its	-PRON-	PRP$
www-nature-com-2208	144	9	response	response	NN
www-nature-com-2208	144	10	(	(	-LRB-
www-nature-com-2208	144	11	‘	'	``
www-nature-com-2208	144	12	A	a	NN
www-nature-com-2208	144	13	’	'	''
www-nature-com-2208	144	14	and	and	CC
www-nature-com-2208	144	15	‘	'	``
www-nature-com-2208	144	16	I	-PRON-	PRP
www-nature-com-2208	144	17	’	'	''
www-nature-com-2208	144	18	)	)	-RRB-
www-nature-com-2208	144	19	.	.	.
www-nature-com-2208	145	1	All	all	DT
www-nature-com-2208	145	2	data	data	NN
www-nature-com-2208	145	3	sources	source	NNS
www-nature-com-2208	145	4	used	use	VBN
www-nature-com-2208	145	5	are	be	VBP
www-nature-com-2208	145	6	described	describe	VBN
www-nature-com-2208	145	7	using	use	VBG
www-nature-com-2208	145	8	standardized	standardized	JJ
www-nature-com-2208	145	9	dataset	dataset	NN
www-nature-com-2208	145	10	descriptions	description	NNS
www-nature-com-2208	145	11	,	,	,
www-nature-com-2208	145	12	following	follow	VBG
www-nature-com-2208	145	13	the	the	DT
www-nature-com-2208	145	14	global	global	JJ
www-nature-com-2208	145	15	VoID	VoID	NNP
www-nature-com-2208	145	16	standard	standard	NN
www-nature-com-2208	145	17	,	,	,
www-nature-com-2208	145	18	with	with	IN
www-nature-com-2208	145	19	rich	rich	JJ
www-nature-com-2208	145	20	provenance	provenance	NN
www-nature-com-2208	145	21	(	(	-LRB-
www-nature-com-2208	145	22	‘	'	``
www-nature-com-2208	145	23	R	r	NN
www-nature-com-2208	145	24	’	'	''
www-nature-com-2208	145	25	and	and	CC
www-nature-com-2208	145	26	‘	'	``
www-nature-com-2208	145	27	I	-PRON-	PRP
www-nature-com-2208	145	28	’	'	''
www-nature-com-2208	145	29	)	)	-RRB-
www-nature-com-2208	145	30	.	.	.
www-nature-com-2208	146	1	All	all	DT
www-nature-com-2208	146	2	interface	interface	NN
www-nature-com-2208	146	3	features	feature	NNS
www-nature-com-2208	146	4	are	be	VBP
www-nature-com-2208	146	5	described	describe	VBN
www-nature-com-2208	146	6	using	use	VBG
www-nature-com-2208	146	7	RDF	RDF	NNP
www-nature-com-2208	146	8	following	follow	VBG
www-nature-com-2208	146	9	the	the	DT
www-nature-com-2208	146	10	Linked	Linked	NNP
www-nature-com-2208	146	11	Data	Data	NNP
www-nature-com-2208	146	12	API	API	NNP
www-nature-com-2208	146	13	specification	specification	NN
www-nature-com-2208	146	14	(	(	-LRB-
www-nature-com-2208	146	15	‘	'	``
www-nature-com-2208	146	16	A	a	NN
www-nature-com-2208	146	17	’	'	''
www-nature-com-2208	146	18	)	)	-RRB-
www-nature-com-2208	146	19	.	.	.
www-nature-com-2208	147	1	Finally	finally	RB
www-nature-com-2208	147	2	,	,	,
www-nature-com-2208	147	3	a	a	DT
www-nature-com-2208	147	4	majority	majority	NN
www-nature-com-2208	147	5	of	of	IN
www-nature-com-2208	147	6	the	the	DT
www-nature-com-2208	147	7	datasets	dataset	NNS
www-nature-com-2208	147	8	are	be	VBP
www-nature-com-2208	147	9	described	describe	VBN
www-nature-com-2208	147	10	using	use	VBG
www-nature-com-2208	147	11	community	community	NN
www-nature-com-2208	147	12	agreed	agree	VBN
www-nature-com-2208	147	13	upon	upon	IN
www-nature-com-2208	147	14	ontologies	ontology	NNS
www-nature-com-2208	147	15	(	(	-LRB-
www-nature-com-2208	147	16	‘	'	``
www-nature-com-2208	147	17	I	-PRON-	PRP
www-nature-com-2208	147	18	’	'	''
www-nature-com-2208	147	19	)	)	-RRB-
www-nature-com-2208	147	20	.	.	.
www-nature-com-2208	148	1	wwPDB4,21	wwPDB4,21	NNP
www-nature-com-2208	148	2	:	:	:
www-nature-com-2208	148	3	wwPDB	wwpdb	NN
www-nature-com-2208	148	4	is	be	VBZ
www-nature-com-2208	148	5	a	a	DT
www-nature-com-2208	148	6	special	special	JJ
www-nature-com-2208	148	7	-	-	HYPH
www-nature-com-2208	148	8	purpose	purpose	NN
www-nature-com-2208	148	9	,	,	,
www-nature-com-2208	148	10	intensively	intensively	RB
www-nature-com-2208	148	11	-	-	HYPH
www-nature-com-2208	148	12	curated	curate	VBN
www-nature-com-2208	148	13	data	datum	NNS
www-nature-com-2208	148	14	archive	archive	NN
www-nature-com-2208	148	15	that	that	WDT
www-nature-com-2208	148	16	hosts	host	VBZ
www-nature-com-2208	148	17	information	information	NN
www-nature-com-2208	148	18	about	about	IN
www-nature-com-2208	148	19	experimentally	experimentally	RB
www-nature-com-2208	148	20	-	-	HYPH
www-nature-com-2208	148	21	determined	determine	VBN
www-nature-com-2208	148	22	3D	3d	NN
www-nature-com-2208	148	23	structures	structure	NNS
www-nature-com-2208	148	24	of	of	IN
www-nature-com-2208	148	25	proteins	protein	NNS
www-nature-com-2208	148	26	and	and	CC
www-nature-com-2208	148	27	nucleic	nucleic	JJ
www-nature-com-2208	148	28	acids	acid	NNS
www-nature-com-2208	148	29	.	.	.
www-nature-com-2208	149	1	All	all	DT
www-nature-com-2208	149	2	wwPDB	wwpdb	JJ
www-nature-com-2208	149	3	entries	entry	NNS
www-nature-com-2208	149	4	are	be	VBP
www-nature-com-2208	149	5	stably	stably	RB
www-nature-com-2208	149	6	hosted	host	VBN
www-nature-com-2208	149	7	on	on	IN
www-nature-com-2208	149	8	an	an	DT
www-nature-com-2208	149	9	FTP	FTP	NNP
www-nature-com-2208	149	10	server	server	NN
www-nature-com-2208	149	11	(	(	-LRB-
www-nature-com-2208	149	12	‘	'	``
www-nature-com-2208	149	13	A	a	NN
www-nature-com-2208	149	14	’	'	''
www-nature-com-2208	149	15	)	)	-RRB-
www-nature-com-2208	149	16	and	and	CC
www-nature-com-2208	149	17	represented	represent	VBN
www-nature-com-2208	149	18	in	in	IN
www-nature-com-2208	149	19	machine	machine	NN
www-nature-com-2208	149	20	-	-	HYPH
www-nature-com-2208	149	21	readable	readable	JJ
www-nature-com-2208	149	22	formats	format	NNS
www-nature-com-2208	149	23	(	(	-LRB-
www-nature-com-2208	149	24	text	text	NN
www-nature-com-2208	149	25	and	and	CC
www-nature-com-2208	149	26	XML	xml	NN
www-nature-com-2208	149	27	)	)	-RRB-
www-nature-com-2208	149	28	;	;	:
www-nature-com-2208	149	29	the	the	DT
www-nature-com-2208	149	30	latter	latter	JJ
www-nature-com-2208	149	31	are	be	VBP
www-nature-com-2208	149	32	machine	machine	NN
www-nature-com-2208	149	33	-	-	HYPH
www-nature-com-2208	149	34	actionable	actionable	JJ
www-nature-com-2208	149	35	using	use	VBG
www-nature-com-2208	149	36	the	the	DT
www-nature-com-2208	149	37	metadata	metadata	NN
www-nature-com-2208	149	38	provided	provide	VBN
www-nature-com-2208	149	39	by	by	IN
www-nature-com-2208	149	40	the	the	DT
www-nature-com-2208	149	41	wwPDB	wwpdb	NN
www-nature-com-2208	149	42	conforming	conform	VBG
www-nature-com-2208	149	43	to	to	IN
www-nature-com-2208	149	44	the	the	DT
www-nature-com-2208	149	45	Macromolecular	Macromolecular	NNP
www-nature-com-2208	149	46	Information	Information	NNP
www-nature-com-2208	149	47	Framework	Framework	NNP
www-nature-com-2208	149	48	(	(	-LRB-
www-nature-com-2208	149	49	mmCIF22	mmCIF22	NNP
www-nature-com-2208	149	50	)	)	-RRB-
www-nature-com-2208	149	51	,	,	,
www-nature-com-2208	149	52	a	a	DT
www-nature-com-2208	149	53	data	data	NN
www-nature-com-2208	149	54	standard	standard	NN
www-nature-com-2208	149	55	of	of	IN
www-nature-com-2208	149	56	the	the	DT
www-nature-com-2208	149	57	International	International	NNP
www-nature-com-2208	149	58	Union	Union	NNP
www-nature-com-2208	149	59	of	of	IN
www-nature-com-2208	149	60	Crystallography	Crystallography	NNP
www-nature-com-2208	149	61	(	(	-LRB-
www-nature-com-2208	149	62	IUCr	IUCr	NNPS
www-nature-com-2208	149	63	)	)	-RRB-
www-nature-com-2208	149	64	(	(	-LRB-
www-nature-com-2208	149	65	‘	'	``
www-nature-com-2208	149	66	F’,‘I	F’,‘I	NNP
www-nature-com-2208	149	67	’	'	''
www-nature-com-2208	149	68	for	for	IN
www-nature-com-2208	149	69	humans	human	NNS
www-nature-com-2208	149	70	,	,	,
www-nature-com-2208	149	71	‘	'	``
www-nature-com-2208	149	72	F’,‘I	f’,‘i	VB
www-nature-com-2208	149	73	’	'	''
www-nature-com-2208	149	74	for	for	IN
www-nature-com-2208	149	75	IUCr	IUCr	NNS
www-nature-com-2208	149	76	-	-	HYPH
www-nature-com-2208	149	77	aware	aware	JJ
www-nature-com-2208	149	78	machines	machine	NNS
www-nature-com-2208	149	79	)	)	-RRB-
www-nature-com-2208	149	80	.	.	.
www-nature-com-2208	150	1	The	the	DT
www-nature-com-2208	150	2	wwPDB	wwpdb	JJ
www-nature-com-2208	150	3	metadata	metadata	NN
www-nature-com-2208	150	4	contains	contain	VBZ
www-nature-com-2208	150	5	cross	cros	NNS
www-nature-com-2208	150	6	-	-	NNS
www-nature-com-2208	150	7	references	reference	NNS
www-nature-com-2208	150	8	to	to	IN
www-nature-com-2208	150	9	common	common	JJ
www-nature-com-2208	150	10	identifiers	identifier	NNS
www-nature-com-2208	150	11	such	such	JJ
www-nature-com-2208	150	12	as	as	IN
www-nature-com-2208	150	13	PubMed	PubMed	NNP
www-nature-com-2208	150	14	and	and	CC
www-nature-com-2208	150	15	NCBI	NCBI	NNP
www-nature-com-2208	150	16	Taxonomy	Taxonomy	NNP
www-nature-com-2208	150	17	,	,	,
www-nature-com-2208	150	18	and	and	CC
www-nature-com-2208	150	19	their	-PRON-	PRP$
www-nature-com-2208	150	20	wwPDB	wwpdb	JJ
www-nature-com-2208	150	21	metadata	metadata	NN
www-nature-com-2208	150	22	are	be	VBP
www-nature-com-2208	150	23	described	describe	VBN
www-nature-com-2208	150	24	in	in	IN
www-nature-com-2208	150	25	data	datum	NNS
www-nature-com-2208	150	26	dictionaries	dictionary	NNS
www-nature-com-2208	150	27	and	and	CC
www-nature-com-2208	150	28	schema	schema	VB
www-nature-com-2208	150	29	documents	document	NNS
www-nature-com-2208	150	30	(	(	-LRB-
www-nature-com-2208	150	31	http://mmcif.wwpdb.org	http://mmcif.wwpdb.org	NNP
www-nature-com-2208	150	32	and	and	CC
www-nature-com-2208	150	33	http://pdbml.wwpdb.org	http://pdbml.wwpdb.org	NNP
www-nature-com-2208	150	34	)	)	-RRB-
www-nature-com-2208	150	35	which	which	WDT
www-nature-com-2208	150	36	conform	conform	VBP
www-nature-com-2208	150	37	to	to	IN
www-nature-com-2208	150	38	the	the	DT
www-nature-com-2208	150	39	IUCr	IUCr	NNP
www-nature-com-2208	150	40	data	data	NN
www-nature-com-2208	150	41	standard	standard	NN
www-nature-com-2208	150	42	for	for	IN
www-nature-com-2208	150	43	the	the	DT
www-nature-com-2208	150	44	chemical	chemical	JJ
www-nature-com-2208	150	45	and	and	CC
www-nature-com-2208	150	46	structural	structural	JJ
www-nature-com-2208	150	47	biology	biology	NN
www-nature-com-2208	150	48	domains	domain	NNS
www-nature-com-2208	150	49	(	(	-LRB-
www-nature-com-2208	150	50	‘	'	``
www-nature-com-2208	150	51	R	r	NN
www-nature-com-2208	150	52	’	'	''
www-nature-com-2208	150	53	)	)	-RRB-
www-nature-com-2208	150	54	.	.	.
www-nature-com-2208	151	1	A	a	DT
www-nature-com-2208	151	2	variety	variety	NN
www-nature-com-2208	151	3	of	of	IN
www-nature-com-2208	151	4	software	software	NN
www-nature-com-2208	151	5	tools	tool	NNS
www-nature-com-2208	151	6	are	be	VBP
www-nature-com-2208	151	7	available	available	JJ
www-nature-com-2208	151	8	to	to	TO
www-nature-com-2208	151	9	interpret	interpret	VB
www-nature-com-2208	151	10	both	both	DT
www-nature-com-2208	151	11	wwPDB	wwpdb	JJ
www-nature-com-2208	151	12	data	datum	NNS
www-nature-com-2208	151	13	and	and	CC
www-nature-com-2208	151	14	meta	meta	JJ
www-nature-com-2208	151	15	-	-	HYPH
www-nature-com-2208	151	16	data	datum	NNS
www-nature-com-2208	151	17	(	(	-LRB-
www-nature-com-2208	151	18	‘	'	``
www-nature-com-2208	151	19	I’,‘R	i’,‘r	NN
www-nature-com-2208	151	20	’	'	''
www-nature-com-2208	151	21	for	for	IN
www-nature-com-2208	151	22	humans	human	NNS
www-nature-com-2208	151	23	,	,	,
www-nature-com-2208	151	24	‘	'	``
www-nature-com-2208	151	25	I’,‘R	i’,‘r	NN
www-nature-com-2208	151	26	’	'	''
www-nature-com-2208	151	27	for	for	IN
www-nature-com-2208	151	28	machines	machine	NNS
www-nature-com-2208	151	29	with	with	IN
www-nature-com-2208	151	30	this	this	DT
www-nature-com-2208	151	31	software	software	NN
www-nature-com-2208	151	32	)	)	-RRB-
www-nature-com-2208	151	33	.	.	.
www-nature-com-2208	152	1	Each	each	DT
www-nature-com-2208	152	2	entry	entry	NN
www-nature-com-2208	152	3	is	be	VBZ
www-nature-com-2208	152	4	represented	represent	VBN
www-nature-com-2208	152	5	by	by	IN
www-nature-com-2208	152	6	a	a	DT
www-nature-com-2208	152	7	DOI	DOI	NNP
www-nature-com-2208	152	8	(	(	-LRB-
www-nature-com-2208	152	9	‘	'	``
www-nature-com-2208	152	10	F	F	NNP
www-nature-com-2208	152	11	’	'	''
www-nature-com-2208	152	12	,	,	,
www-nature-com-2208	152	13	‘	'	``
www-nature-com-2208	152	14	A	a	DT
www-nature-com-2208	152	15	’	'	''
www-nature-com-2208	152	16	for	for	IN
www-nature-com-2208	152	17	humans	human	NNS
www-nature-com-2208	152	18	and	and	CC
www-nature-com-2208	152	19	machines	machine	NNS
www-nature-com-2208	152	20	)	)	-RRB-
www-nature-com-2208	152	21	.	.	.
www-nature-com-2208	153	1	The	the	DT
www-nature-com-2208	153	2	DOI	DOI	NNP
www-nature-com-2208	153	3	resolves	resolve	VBZ
www-nature-com-2208	153	4	to	to	IN
www-nature-com-2208	153	5	a	a	DT
www-nature-com-2208	153	6	zipped	zip	VBN
www-nature-com-2208	153	7	file	file	NN
www-nature-com-2208	153	8	which	which	WDT
www-nature-com-2208	153	9	requires	require	VBZ
www-nature-com-2208	153	10	special	special	JJ
www-nature-com-2208	153	11	software	software	NN
www-nature-com-2208	153	12	for	for	IN
www-nature-com-2208	153	13	further	further	JJ
www-nature-com-2208	153	14	interrogation	interrogation	NN
www-nature-com-2208	153	15	/	/	SYM
www-nature-com-2208	153	16	interpretation	interpretation	NN
www-nature-com-2208	153	17	.	.	.
www-nature-com-2208	154	1	Other	other	JJ
www-nature-com-2208	154	2	wwPDB	wwpdb	JJ
www-nature-com-2208	154	3	access	access	NN
www-nature-com-2208	154	4	points23–25	points23–25	NN
www-nature-com-2208	154	5	provide	provide	VB
www-nature-com-2208	154	6	access	access	NN
www-nature-com-2208	154	7	to	to	IN
www-nature-com-2208	154	8	wwPDB	wwpdb	JJ
www-nature-com-2208	154	9	records	record	NNS
www-nature-com-2208	154	10	through	through	IN
www-nature-com-2208	154	11	URLs	url	NNS
www-nature-com-2208	154	12	that	that	WDT
www-nature-com-2208	154	13	are	be	VBP
www-nature-com-2208	154	14	likely	likely	JJ
www-nature-com-2208	154	15	to	to	TO
www-nature-com-2208	154	16	be	be	VB
www-nature-com-2208	154	17	stable	stable	JJ
www-nature-com-2208	154	18	in	in	IN
www-nature-com-2208	154	19	the	the	DT
www-nature-com-2208	154	20	long	long	JJ
www-nature-com-2208	154	21	-	-	HYPH
www-nature-com-2208	154	22	term	term	NN
www-nature-com-2208	154	23	(	(	-LRB-
www-nature-com-2208	154	24	‘	'	``
www-nature-com-2208	154	25	F	F	NNP
www-nature-com-2208	154	26	’	'	''
www-nature-com-2208	154	27	)	)	-RRB-
www-nature-com-2208	154	28	,	,	,
www-nature-com-2208	154	29	and	and	CC
www-nature-com-2208	154	30	all	all	DT
www-nature-com-2208	154	31	data	datum	NNS
www-nature-com-2208	154	32	and	and	CC
www-nature-com-2208	154	33	metadata	metadata	NN
www-nature-com-2208	154	34	is	be	VBZ
www-nature-com-2208	154	35	searchable	searchable	JJ
www-nature-com-2208	154	36	through	through	IN
www-nature-com-2208	154	37	one	one	CD
www-nature-com-2208	154	38	or	or	CC
www-nature-com-2208	154	39	more	more	JJR
www-nature-com-2208	154	40	of	of	IN
www-nature-com-2208	154	41	the	the	DT
www-nature-com-2208	154	42	wwPDB	wwpdb	RB
www-nature-com-2208	154	43	-	-	HYPH
www-nature-com-2208	154	44	affiliated	affiliate	VBN
www-nature-com-2208	154	45	websites	website	NNS
www-nature-com-2208	154	46	(	(	-LRB-
www-nature-com-2208	154	47	‘	'	``
www-nature-com-2208	154	48	F	F	NNP
www-nature-com-2208	154	49	’	'	''
www-nature-com-2208	154	50	)	)	-RRB-
www-nature-com-2208	154	51	UniProt26	UniProt26	NNP
www-nature-com-2208	154	52	:	:	:
www-nature-com-2208	154	53	UniProt	UniProt	NNP
www-nature-com-2208	154	54	is	be	VBZ
www-nature-com-2208	154	55	a	a	DT
www-nature-com-2208	154	56	comprehensive	comprehensive	JJ
www-nature-com-2208	154	57	resource	resource	NN
www-nature-com-2208	154	58	for	for	IN
www-nature-com-2208	154	59	protein	protein	NN
www-nature-com-2208	154	60	sequence	sequence	NN
www-nature-com-2208	154	61	and	and	CC
www-nature-com-2208	154	62	annotation	annotation	NN
www-nature-com-2208	154	63	data	datum	NNS
www-nature-com-2208	154	64	.	.	.
www-nature-com-2208	155	1	All	all	DT
www-nature-com-2208	155	2	entries	entry	NNS
www-nature-com-2208	155	3	are	be	VBP
www-nature-com-2208	155	4	uniquely	uniquely	RB
www-nature-com-2208	155	5	identified	identify	VBN
www-nature-com-2208	155	6	by	by	IN
www-nature-com-2208	155	7	a	a	DT
www-nature-com-2208	155	8	stable	stable	JJ
www-nature-com-2208	155	9	URL	url	NN
www-nature-com-2208	155	10	,	,	,
www-nature-com-2208	155	11	that	that	WDT
www-nature-com-2208	155	12	provides	provide	VBZ
www-nature-com-2208	155	13	access	access	NN
www-nature-com-2208	155	14	to	to	IN
www-nature-com-2208	155	15	the	the	DT
www-nature-com-2208	155	16	record	record	NN
www-nature-com-2208	155	17	in	in	IN
www-nature-com-2208	155	18	a	a	DT
www-nature-com-2208	155	19	variety	variety	NN
www-nature-com-2208	155	20	of	of	IN
www-nature-com-2208	155	21	formats	format	NNS
www-nature-com-2208	155	22	including	include	VBG
www-nature-com-2208	155	23	a	a	DT
www-nature-com-2208	155	24	web	web	NN
www-nature-com-2208	155	25	page	page	NN
www-nature-com-2208	155	26	,	,	,
www-nature-com-2208	155	27	plain	plain	JJ
www-nature-com-2208	155	28	-	-	HYPH
www-nature-com-2208	155	29	text	text	NN
www-nature-com-2208	155	30	,	,	,
www-nature-com-2208	155	31	and	and	CC
www-nature-com-2208	155	32	RDF	RDF	NNP
www-nature-com-2208	155	33	(	(	-LRB-
www-nature-com-2208	155	34	‘	'	``
www-nature-com-2208	155	35	F	F	NNP
www-nature-com-2208	155	36	’	'	''
www-nature-com-2208	155	37	and	and	CC
www-nature-com-2208	155	38	‘	'	``
www-nature-com-2208	155	39	A	a	NN
www-nature-com-2208	155	40	’	'	''
www-nature-com-2208	155	41	)	)	-RRB-
www-nature-com-2208	155	42	.	.	.
www-nature-com-2208	156	1	The	the	DT
www-nature-com-2208	156	2	record	record	NN
www-nature-com-2208	156	3	contains	contain	VBZ
www-nature-com-2208	156	4	rich	rich	JJ
www-nature-com-2208	156	5	metadata	metadata	NN
www-nature-com-2208	156	6	(	(	-LRB-
www-nature-com-2208	156	7	‘	'	``
www-nature-com-2208	156	8	F	F	NNP
www-nature-com-2208	156	9	’	'	''
www-nature-com-2208	156	10	)	)	-RRB-
www-nature-com-2208	156	11	that	that	DT
www-nature-com-2208	156	12	is	be	VBZ
www-nature-com-2208	156	13	both	both	CC
www-nature-com-2208	156	14	human	human	JJ
www-nature-com-2208	156	15	-	-	HYPH
www-nature-com-2208	156	16	readable	readable	JJ
www-nature-com-2208	156	17	(	(	-LRB-
www-nature-com-2208	156	18	HTML	html	NN
www-nature-com-2208	156	19	)	)	-RRB-
www-nature-com-2208	156	20	and	and	CC
www-nature-com-2208	156	21	machine	machine	NN
www-nature-com-2208	156	22	-	-	HYPH
www-nature-com-2208	156	23	readable	readable	JJ
www-nature-com-2208	156	24	(	(	-LRB-
www-nature-com-2208	156	25	text	text	NN
www-nature-com-2208	156	26	and	and	CC
www-nature-com-2208	156	27	RDF	RDF	NNP
www-nature-com-2208	156	28	)	)	-RRB-
www-nature-com-2208	156	29	,	,	,
www-nature-com-2208	156	30	where	where	WRB
www-nature-com-2208	156	31	the	the	DT
www-nature-com-2208	156	32	RDF	RDF	NNP
www-nature-com-2208	156	33	formatted	format	VBD
www-nature-com-2208	156	34	response	response	NN
www-nature-com-2208	156	35	utilizes	utilize	VBZ
www-nature-com-2208	156	36	shared	share	VBN
www-nature-com-2208	156	37	vocabularies	vocabulary	NNS
www-nature-com-2208	156	38	and	and	CC
www-nature-com-2208	156	39	ontologies	ontology	NNS
www-nature-com-2208	156	40	such	such	JJ
www-nature-com-2208	156	41	as	as	IN
www-nature-com-2208	156	42	UniProt	UniProt	NNP
www-nature-com-2208	156	43	Core	Core	NNP
www-nature-com-2208	156	44	,	,	,
www-nature-com-2208	156	45	FALDO	FALDO	NNP
www-nature-com-2208	156	46	,	,	,
www-nature-com-2208	156	47	and	and	CC
www-nature-com-2208	156	48	ECO	ECO	NNP
www-nature-com-2208	156	49	(	(	-LRB-
www-nature-com-2208	156	50	‘	'	``
www-nature-com-2208	156	51	I	-PRON-	PRP
www-nature-com-2208	156	52	’	'	''
www-nature-com-2208	156	53	)	)	-RRB-
www-nature-com-2208	156	54	.	.	.
www-nature-com-2208	157	1	Interlinking	interlink	VBG
www-nature-com-2208	157	2	with	with	IN
www-nature-com-2208	157	3	more	more	JJR
www-nature-com-2208	157	4	than	than	IN
www-nature-com-2208	157	5	150	150	CD
www-nature-com-2208	157	6	different	different	JJ
www-nature-com-2208	157	7	databases	database	NNS
www-nature-com-2208	157	8	,	,	,
www-nature-com-2208	157	9	every	every	DT
www-nature-com-2208	157	10	UniProt	UniProt	NNP
www-nature-com-2208	157	11	record	record	NN
www-nature-com-2208	157	12	has	have	VBZ
www-nature-com-2208	157	13	extensive	extensive	JJ
www-nature-com-2208	157	14	links	link	NNS
www-nature-com-2208	157	15	into	into	IN
www-nature-com-2208	157	16	,	,	,
www-nature-com-2208	157	17	for	for	IN
www-nature-com-2208	157	18	example	example	NN
www-nature-com-2208	157	19	,	,	,
www-nature-com-2208	157	20	PubMed	PubMed	NNP
www-nature-com-2208	157	21	,	,	,
www-nature-com-2208	157	22	enabling	enable	VBG
www-nature-com-2208	157	23	rich	rich	JJ
www-nature-com-2208	157	24	citation	citation	NN
www-nature-com-2208	157	25	.	.	.
www-nature-com-2208	158	1	These	these	DT
www-nature-com-2208	158	2	links	link	NNS
www-nature-com-2208	158	3	are	be	VBP
www-nature-com-2208	158	4	machine	machine	NN
www-nature-com-2208	158	5	-	-	HYPH
www-nature-com-2208	158	6	actionable	actionable	JJ
www-nature-com-2208	158	7	in	in	IN
www-nature-com-2208	158	8	the	the	DT
www-nature-com-2208	158	9	RDF	RDF	NNP
www-nature-com-2208	158	10	representation	representation	NN
www-nature-com-2208	158	11	(	(	-LRB-
www-nature-com-2208	158	12	‘	'	``
www-nature-com-2208	158	13	R	r	NN
www-nature-com-2208	158	14	’	'	''
www-nature-com-2208	158	15	)	)	-RRB-
www-nature-com-2208	158	16	.	.	.
www-nature-com-2208	159	1	Finally	finally	RB
www-nature-com-2208	159	2	,	,	,
www-nature-com-2208	159	3	in	in	IN
www-nature-com-2208	159	4	the	the	DT
www-nature-com-2208	159	5	RDF	RDF	NNP
www-nature-com-2208	159	6	representation	representation	NN
www-nature-com-2208	159	7	,	,	,
www-nature-com-2208	159	8	the	the	DT
www-nature-com-2208	159	9	UniProt	UniProt	NNP
www-nature-com-2208	159	10	Core	Core	NNP
www-nature-com-2208	159	11	Ontology	Ontology	NNP
www-nature-com-2208	159	12	explicitly	explicitly	RB
www-nature-com-2208	159	13	types	type	VBZ
www-nature-com-2208	159	14	all	all	DT
www-nature-com-2208	159	15	records	record	NNS
www-nature-com-2208	159	16	,	,	,
www-nature-com-2208	159	17	leaving	leave	VBG
www-nature-com-2208	159	18	no	no	DT
www-nature-com-2208	159	19	ambiguity	ambiguity	NN
www-nature-com-2208	159	20	—	—	:
www-nature-com-2208	159	21	neither	neither	CC
www-nature-com-2208	159	22	for	for	IN
www-nature-com-2208	159	23	humans	human	NNS
www-nature-com-2208	159	24	nor	nor	CC
www-nature-com-2208	159	25	machines	machine	NNS
www-nature-com-2208	159	26	—	—	:
www-nature-com-2208	159	27	about	about	IN
www-nature-com-2208	159	28	what	what	WP
www-nature-com-2208	159	29	the	the	DT
www-nature-com-2208	159	30	data	datum	NNS
www-nature-com-2208	159	31	represents	represent	VBZ
www-nature-com-2208	159	32	(	(	-LRB-
www-nature-com-2208	159	33	‘	'	``
www-nature-com-2208	159	34	R	r	NN
www-nature-com-2208	159	35	’	'	''
www-nature-com-2208	159	36	)	)	-RRB-
www-nature-com-2208	159	37	,	,	,
www-nature-com-2208	159	38	enabling	enable	VBG
www-nature-com-2208	159	39	fully	fully	RB
www-nature-com-2208	159	40	-	-	HYPH
www-nature-com-2208	159	41	automated	automate	VBN
www-nature-com-2208	159	42	retrieval	retrieval	NN
www-nature-com-2208	159	43	of	of	IN
www-nature-com-2208	159	44	records	record	NNS
www-nature-com-2208	159	45	and	and	CC
www-nature-com-2208	159	46	cross	cross	JJ
www-nature-com-2208	159	47	-	-	JJ
www-nature-com-2208	159	48	referencing	referencing	JJ
www-nature-com-2208	159	49	information	information	NN
www-nature-com-2208	159	50	.	.	.
www-nature-com-2208	160	1	In	in	IN
www-nature-com-2208	160	2	addition	addition	NN
www-nature-com-2208	160	3	to	to	IN
www-nature-com-2208	160	4	,	,	,
www-nature-com-2208	160	5	and	and	CC
www-nature-com-2208	160	6	in	in	IN
www-nature-com-2208	160	7	support	support	NN
www-nature-com-2208	160	8	of	of	IN
www-nature-com-2208	160	9	,	,	,
www-nature-com-2208	160	10	communities	community	NNS
www-nature-com-2208	160	11	and	and	CC
www-nature-com-2208	160	12	resources	resource	NNS
www-nature-com-2208	160	13	that	that	WDT
www-nature-com-2208	160	14	are	be	VBP
www-nature-com-2208	160	15	already	already	RB
www-nature-com-2208	160	16	pursuing	pursue	VBG
www-nature-com-2208	160	17	FAIR	FAIR	NNP
www-nature-com-2208	160	18	objectives	objective	NNS
www-nature-com-2208	160	19	,	,	,
www-nature-com-2208	160	20	the	the	DT
www-nature-com-2208	160	21	Data	Data	NNP
www-nature-com-2208	160	22	Citation	Citation	NNP
www-nature-com-2208	160	23	Implementation	Implementation	NNP
www-nature-com-2208	160	24	Group	Group	NNP
www-nature-com-2208	160	25	of	of	IN
www-nature-com-2208	160	26	Force11	Force11	NNP
www-nature-com-2208	160	27	has	have	VBZ
www-nature-com-2208	160	28	published	publish	VBN
www-nature-com-2208	160	29	specific	specific	JJ
www-nature-com-2208	160	30	technical	technical	JJ
www-nature-com-2208	160	31	recommendations	recommendation	NNS
www-nature-com-2208	160	32	for	for	IN
www-nature-com-2208	160	33	how	how	WRB
www-nature-com-2208	160	34	to	to	TO
www-nature-com-2208	160	35	implement	implement	VB
www-nature-com-2208	160	36	many	many	JJ
www-nature-com-2208	160	37	of	of	IN
www-nature-com-2208	160	38	the	the	DT
www-nature-com-2208	160	39	principles27	principles27	NNPS
www-nature-com-2208	160	40	,	,	,
www-nature-com-2208	160	41	with	with	IN
www-nature-com-2208	160	42	a	a	DT
www-nature-com-2208	160	43	particular	particular	JJ
www-nature-com-2208	160	44	focus	focus	NN
www-nature-com-2208	160	45	on	on	IN
www-nature-com-2208	160	46	identifiers	identifier	NNS
www-nature-com-2208	160	47	and	and	CC
www-nature-com-2208	160	48	their	-PRON-	PRP$
www-nature-com-2208	160	49	resolution	resolution	NN
www-nature-com-2208	160	50	,	,	,
www-nature-com-2208	160	51	persistence	persistence	NN
www-nature-com-2208	160	52	,	,	,
www-nature-com-2208	160	53	and	and	CC
www-nature-com-2208	160	54	metadata	metadata	NN
www-nature-com-2208	160	55	accessibility	accessibility	NN
www-nature-com-2208	160	56	especially	especially	RB
www-nature-com-2208	160	57	related	relate	VBN
www-nature-com-2208	160	58	to	to	IN
www-nature-com-2208	160	59	citation	citation	NN
www-nature-com-2208	160	60	.	.	.
www-nature-com-2208	161	1	In	in	IN
www-nature-com-2208	161	2	addition	addition	NN
www-nature-com-2208	161	3	,	,	,
www-nature-com-2208	161	4	the	the	DT
www-nature-com-2208	161	5	‘	'	``
www-nature-com-2208	161	6	Skunkworks	Skunkworks	NNP
www-nature-com-2208	161	7	’	’	POS
www-nature-com-2208	161	8	group	group	NN
www-nature-com-2208	161	9	that	that	WDT
www-nature-com-2208	161	10	emerged	emerge	VBD
www-nature-com-2208	161	11	from	from	IN
www-nature-com-2208	161	12	the	the	DT
www-nature-com-2208	161	13	Lorentz	Lorentz	NNP
www-nature-com-2208	161	14	Workshop	Workshop	NNP
www-nature-com-2208	161	15	has	have	VBZ
www-nature-com-2208	161	16	been	be	VBN
www-nature-com-2208	161	17	creating	create	VBG
www-nature-com-2208	161	18	software	software	NN
www-nature-com-2208	161	19	supporting	support	VBG
www-nature-com-2208	161	20	infrastructures28	infrastructures28	NNS
www-nature-com-2208	161	21	that	that	WDT
www-nature-com-2208	161	22	are	be	VBP
www-nature-com-2208	161	23	,	,	,
www-nature-com-2208	161	24	end	end	NN
www-nature-com-2208	161	25	-	-	HYPH
www-nature-com-2208	161	26	to	to	IN
www-nature-com-2208	161	27	-	-	HYPH
www-nature-com-2208	161	28	end	end	NN
www-nature-com-2208	161	29	,	,	,
www-nature-com-2208	161	30	compatible	compatible	JJ
www-nature-com-2208	161	31	with	with	IN
www-nature-com-2208	161	32	FAIR	FAIR	NNP
www-nature-com-2208	161	33	principles	principle	NNS
www-nature-com-2208	161	34	,	,	,
www-nature-com-2208	161	35	and	and	CC
www-nature-com-2208	161	36	can	can	MD
www-nature-com-2208	161	37	be	be	VB
www-nature-com-2208	161	38	implemented	implement	VBN
www-nature-com-2208	161	39	over	over	IN
www-nature-com-2208	161	40	existing	exist	VBG
www-nature-com-2208	161	41	repositories	repository	NNS
www-nature-com-2208	161	42	.	.	.
www-nature-com-2208	162	1	These	these	DT
www-nature-com-2208	162	2	code	code	NN
www-nature-com-2208	162	3	modules	module	NNS
www-nature-com-2208	162	4	have	have	VBP
www-nature-com-2208	162	5	a	a	DT
www-nature-com-2208	162	6	particular	particular	JJ
www-nature-com-2208	162	7	focus	focus	NN
www-nature-com-2208	162	8	on	on	IN
www-nature-com-2208	162	9	metadata	metadata	NN
www-nature-com-2208	162	10	publication	publication	NN
www-nature-com-2208	162	11	and	and	CC
www-nature-com-2208	162	12	searchability	searchability	NN
www-nature-com-2208	162	13	,	,	,
www-nature-com-2208	162	14	compatibility	compatibility	NN
www-nature-com-2208	162	15	in	in	IN
www-nature-com-2208	162	16	cases	case	NNS
www-nature-com-2208	162	17	of	of	IN
www-nature-com-2208	162	18	strict	strict	JJ
www-nature-com-2208	162	19	privacy	privacy	NN
www-nature-com-2208	162	20	considerations	consideration	NNS
www-nature-com-2208	162	21	,	,	,
www-nature-com-2208	162	22	and	and	CC
www-nature-com-2208	162	23	the	the	DT
www-nature-com-2208	162	24	extremely	extremely	RB
www-nature-com-2208	162	25	difficult	difficult	JJ
www-nature-com-2208	162	26	problem	problem	NN
www-nature-com-2208	162	27	of	of	IN
www-nature-com-2208	162	28	data	datum	NNS
www-nature-com-2208	162	29	and	and	CC
www-nature-com-2208	162	30	metadata	metadata	NN
www-nature-com-2208	162	31	interoperability	interoperability	NN
www-nature-com-2208	162	32	(	(	-LRB-
www-nature-com-2208	162	33	manuscript	manuscript	NNP
www-nature-com-2208	162	34	in	in	IN
www-nature-com-2208	162	35	preparation	preparation	NN
www-nature-com-2208	162	36	)	)	-RRB-
www-nature-com-2208	162	37	.	.	.
www-nature-com-2208	163	1	Finally	finally	RB
www-nature-com-2208	163	2	,	,	,
www-nature-com-2208	163	3	there	there	EX
www-nature-com-2208	163	4	are	be	VBP
www-nature-com-2208	163	5	several	several	JJ
www-nature-com-2208	163	6	emergent	emergent	JJ
www-nature-com-2208	163	7	projects	project	NNS
www-nature-com-2208	163	8	,	,	,
www-nature-com-2208	163	9	some	some	DT
www-nature-com-2208	163	10	listed	list	VBN
www-nature-com-2208	163	11	in	in	IN
www-nature-com-2208	163	12	Box	Box	NNP
www-nature-com-2208	163	13	3	3	CD
www-nature-com-2208	163	14	,	,	,
www-nature-com-2208	163	15	for	for	IN
www-nature-com-2208	163	16	which	which	WDT
www-nature-com-2208	163	17	FAIR	FAIR	NNP
www-nature-com-2208	163	18	is	be	VBZ
www-nature-com-2208	163	19	a	a	DT
www-nature-com-2208	163	20	key	key	JJ
www-nature-com-2208	163	21	objective	objective	NN
www-nature-com-2208	163	22	.	.	.
www-nature-com-2208	164	1	These	these	DT
www-nature-com-2208	164	2	projects	project	NNS
www-nature-com-2208	164	3	may	may	MD
www-nature-com-2208	164	4	provide	provide	VB
www-nature-com-2208	164	5	valuable	valuable	JJ
www-nature-com-2208	164	6	advice	advice	NN
www-nature-com-2208	164	7	and	and	CC
www-nature-com-2208	164	8	guidance	guidance	NN
www-nature-com-2208	164	9	for	for	IN
www-nature-com-2208	164	10	those	those	DT
www-nature-com-2208	164	11	wishing	wish	VBG
www-nature-com-2208	164	12	to	to	TO
www-nature-com-2208	164	13	become	become	VB
www-nature-com-2208	164	14	more	more	JJR
www-nature-com-2208	164	15	FAIR	FAIR	NNP
www-nature-com-2208	164	16	.	.	.
www-nature-com-2208	165	1	Box	Box	NNP
www-nature-com-2208	165	2	3	3	CD
www-nature-com-2208	165	3	:	:	:
www-nature-com-2208	165	4	Emergent	emergent	JJ
www-nature-com-2208	165	5	community	community	NN
www-nature-com-2208	165	6	/	/	SYM
www-nature-com-2208	165	7	collaborative	collaborative	JJ
www-nature-com-2208	165	8	initiatives	initiative	NNS
www-nature-com-2208	165	9	with	with	IN
www-nature-com-2208	165	10	FAIR	FAIR	NNP
www-nature-com-2208	165	11	as	as	IN
www-nature-com-2208	165	12	a	a	DT
www-nature-com-2208	165	13	core	core	NN
www-nature-com-2208	165	14	focus	focus	NN
www-nature-com-2208	165	15	or	or	CC
www-nature-com-2208	165	16	activity	activity	NN
www-nature-com-2208	165	17	bioCADDIE	biocaddie	NN
www-nature-com-2208	165	18	(	(	-LRB-
www-nature-com-2208	165	19	https://biocaddie.org	https://biocaddie.org	NNP
www-nature-com-2208	165	20	)	)	-RRB-
www-nature-com-2208	165	21	:	:	:
www-nature-com-2208	165	22	The	the	DT
www-nature-com-2208	165	23	NIH	NIH	NNP
www-nature-com-2208	165	24	BD2	BD2	NNP
www-nature-com-2208	165	25	K	K	NNP
www-nature-com-2208	165	26	biomedical	biomedical	JJ
www-nature-com-2208	165	27	and	and	CC
www-nature-com-2208	165	28	healthCAre	healthCAre	NNP
www-nature-com-2208	165	29	Data	Data	NNP
www-nature-com-2208	165	30	Discovery	Discovery	NNP
www-nature-com-2208	165	31	Index	Index	NNP
www-nature-com-2208	165	32	Ecosystem	Ecosystem	NNP
www-nature-com-2208	165	33	(	(	-LRB-
www-nature-com-2208	165	34	bioCADDIE	bioCADDIE	NNP
www-nature-com-2208	165	35	)	)	-RRB-
www-nature-com-2208	165	36	consortium	consortium	NN
www-nature-com-2208	165	37	works	work	VBZ
www-nature-com-2208	165	38	to	to	TO
www-nature-com-2208	165	39	develop	develop	VB
www-nature-com-2208	165	40	a	a	DT
www-nature-com-2208	165	41	Data	Data	NNP
www-nature-com-2208	165	42	Discovery	Discovery	NNP
www-nature-com-2208	165	43	Index	Index	NNP
www-nature-com-2208	165	44	(	(	-LRB-
www-nature-com-2208	165	45	DDI	DDI	NNP
www-nature-com-2208	165	46	)	)	-RRB-
www-nature-com-2208	165	47	prototype	prototype	NN
www-nature-com-2208	165	48	,	,	,
www-nature-com-2208	165	49	which	which	WDT
www-nature-com-2208	165	50	is	be	VBZ
www-nature-com-2208	165	51	set	set	VBN
www-nature-com-2208	165	52	to	to	TO
www-nature-com-2208	165	53	be	be	VB
www-nature-com-2208	165	54	as	as	RB
www-nature-com-2208	165	55	transformative	transformative	JJ
www-nature-com-2208	165	56	and	and	CC
www-nature-com-2208	165	57	impactful	impactful	JJ
www-nature-com-2208	165	58	for	for	IN
www-nature-com-2208	165	59	data	datum	NNS
www-nature-com-2208	165	60	as	as	IN
www-nature-com-2208	165	61	PubMed	PubMed	NNP
www-nature-com-2208	165	62	for	for	IN
www-nature-com-2208	165	63	the	the	DT
www-nature-com-2208	165	64	biomedical	biomedical	JJ
www-nature-com-2208	165	65	literature30	literature30	NN
www-nature-com-2208	165	66	.	.	.
www-nature-com-2208	166	1	The	the	DT
www-nature-com-2208	166	2	DDI	DDI	NNP
www-nature-com-2208	166	3	focuses	focus	VBZ
www-nature-com-2208	166	4	on	on	IN
www-nature-com-2208	166	5	finding	find	VBG
www-nature-com-2208	166	6	(	(	-LRB-
www-nature-com-2208	166	7	‘	'	``
www-nature-com-2208	166	8	F	F	NNP
www-nature-com-2208	166	9	’	'	''
www-nature-com-2208	166	10	)	)	-RRB-
www-nature-com-2208	166	11	and	and	CC
www-nature-com-2208	166	12	accessing	access	VBG
www-nature-com-2208	166	13	(	(	-LRB-
www-nature-com-2208	166	14	‘	'	``
www-nature-com-2208	166	15	A	a	NN
www-nature-com-2208	166	16	’	'	''
www-nature-com-2208	166	17	)	)	-RRB-
www-nature-com-2208	166	18	the	the	DT
www-nature-com-2208	166	19	datasets	dataset	NNS
www-nature-com-2208	166	20	stored	store	VBN
www-nature-com-2208	166	21	across	across	IN
www-nature-com-2208	166	22	different	different	JJ
www-nature-com-2208	166	23	sources	source	NNS
www-nature-com-2208	166	24	,	,	,
www-nature-com-2208	166	25	and	and	CC
www-nature-com-2208	166	26	progressively	progressively	RB
www-nature-com-2208	166	27	works	work	VBZ
www-nature-com-2208	166	28	to	to	TO
www-nature-com-2208	166	29	identify	identify	VB
www-nature-com-2208	166	30	relevant	relevant	JJ
www-nature-com-2208	166	31	metadata31	metadata31	NNP
www-nature-com-2208	166	32	(	(	-LRB-
www-nature-com-2208	166	33	‘	'	``
www-nature-com-2208	166	34	I	-PRON-	PRP
www-nature-com-2208	166	35	’	'	''
www-nature-com-2208	166	36	)	)	-RRB-
www-nature-com-2208	166	37	and	and	CC
www-nature-com-2208	166	38	maps	map	VBZ
www-nature-com-2208	166	39	them	-PRON-	PRP
www-nature-com-2208	166	40	to	to	IN
www-nature-com-2208	166	41	community	community	NN
www-nature-com-2208	166	42	standards	standard	NNS
www-nature-com-2208	166	43	(	(	-LRB-
www-nature-com-2208	166	44	‘	'	``
www-nature-com-2208	166	45	R	r	NN
www-nature-com-2208	166	46	’	'	''
www-nature-com-2208	166	47	)	)	-RRB-
www-nature-com-2208	166	48	,	,	,
www-nature-com-2208	166	49	linking	link	VBG
www-nature-com-2208	166	50	to	to	IN
www-nature-com-2208	166	51	BioSharing	BioSharing	NNP
www-nature-com-2208	166	52	.	.	.
www-nature-com-2208	167	1	CEDAR32	cedar32	NN
www-nature-com-2208	167	2	:	:	:
www-nature-com-2208	167	3	The	the	DT
www-nature-com-2208	167	4	Center	Center	NNP
www-nature-com-2208	167	5	for	for	IN
www-nature-com-2208	167	6	Expanded	Expanded	NNP
www-nature-com-2208	167	7	Data	Data	NNP
www-nature-com-2208	167	8	Annotation	Annotation	NNP
www-nature-com-2208	167	9	and	and	CC
www-nature-com-2208	167	10	Retrieval	Retrieval	NNP
www-nature-com-2208	167	11	(	(	-LRB-
www-nature-com-2208	167	12	CEDAR	CEDAR	NNP
www-nature-com-2208	167	13	)	)	-RRB-
www-nature-com-2208	167	14	is	be	VBZ
www-nature-com-2208	167	15	an	an	DT
www-nature-com-2208	167	16	NIH	NIH	NNP
www-nature-com-2208	167	17	BD2	BD2	NNP
www-nature-com-2208	167	18	K	K	NNP
www-nature-com-2208	167	19	funded	fund	VBD
www-nature-com-2208	167	20	center	center	NN
www-nature-com-2208	167	21	of	of	IN
www-nature-com-2208	167	22	excellence	excellence	NN
www-nature-com-2208	167	23	to	to	TO
www-nature-com-2208	167	24	develop	develop	VB
www-nature-com-2208	167	25	tools	tool	NNS
www-nature-com-2208	167	26	and	and	CC
www-nature-com-2208	167	27	technologies	technology	NNS
www-nature-com-2208	167	28	that	that	WDT
www-nature-com-2208	167	29	reduce	reduce	VBP
www-nature-com-2208	167	30	the	the	DT
www-nature-com-2208	167	31	burden	burden	NN
www-nature-com-2208	167	32	of	of	IN
www-nature-com-2208	167	33	authoring	author	VBG
www-nature-com-2208	167	34	and	and	CC
www-nature-com-2208	167	35	enhancing	enhance	VBG
www-nature-com-2208	167	36	metadata	metadata	NN
www-nature-com-2208	167	37	that	that	WDT
www-nature-com-2208	167	38	meet	meet	VBP
www-nature-com-2208	167	39	community	community	NN
www-nature-com-2208	167	40	-	-	HYPH
www-nature-com-2208	167	41	based	base	VBN
www-nature-com-2208	167	42	standards	standard	NNS
www-nature-com-2208	167	43	.	.	.
www-nature-com-2208	168	1	CEDAR	CEDAR	NNP
www-nature-com-2208	168	2	will	will	MD
www-nature-com-2208	168	3	enable	enable	VB
www-nature-com-2208	168	4	the	the	DT
www-nature-com-2208	168	5	creation	creation	NN
www-nature-com-2208	168	6	of	of	IN
www-nature-com-2208	168	7	metadata	metadata	NN
www-nature-com-2208	168	8	templates	template	NNS
www-nature-com-2208	168	9	that	that	WDT
www-nature-com-2208	168	10	implement	implement	VBP
www-nature-com-2208	168	11	community	community	NN
www-nature-com-2208	168	12	based	base	VBN
www-nature-com-2208	168	13	standards	standard	NNS
www-nature-com-2208	168	14	for	for	IN
www-nature-com-2208	168	15	experimental	experimental	JJ
www-nature-com-2208	168	16	metadata	metadata	NN
www-nature-com-2208	168	17	,	,	,
www-nature-com-2208	168	18	from	from	IN
www-nature-com-2208	168	19	BioSharing	BioSharing	NNP
www-nature-com-2208	168	20	(	(	-LRB-
www-nature-com-2208	168	21	https://biosharing.org	https://biosharing.org	NNP
www-nature-com-2208	168	22	)	)	-RRB-
www-nature-com-2208	168	23	,	,	,
www-nature-com-2208	168	24	and	and	CC
www-nature-com-2208	168	25	that	that	DT
www-nature-com-2208	168	26	will	will	MD
www-nature-com-2208	168	27	be	be	VB
www-nature-com-2208	168	28	uniquely	uniquely	RB
www-nature-com-2208	168	29	identifiable	identifiable	JJ
www-nature-com-2208	168	30	and	and	CC
www-nature-com-2208	168	31	retrievable	retrievable	VB
www-nature-com-2208	168	32	with	with	IN
www-nature-com-2208	168	33	HTTP	http	JJ
www-nature-com-2208	168	34	URIs	uri	NNS
www-nature-com-2208	168	35	,	,	,
www-nature-com-2208	168	36	and	and	CC
www-nature-com-2208	168	37	annotated	annotate	VBN
www-nature-com-2208	168	38	with	with	IN
www-nature-com-2208	168	39	vocabularies	vocabulary	NNS
www-nature-com-2208	168	40	and	and	CC
www-nature-com-2208	168	41	ontologies	ontology	NNS
www-nature-com-2208	168	42	drawn	draw	VBN
www-nature-com-2208	168	43	from	from	IN
www-nature-com-2208	168	44	BioPortal	BioPortal	NNP
www-nature-com-2208	168	45	(	(	-LRB-
www-nature-com-2208	168	46	http://bioportal.bioontology.org	http://bioportal.bioontology.org	NNP
www-nature-com-2208	168	47	)	)	-RRB-
www-nature-com-2208	168	48	(	(	-LRB-
www-nature-com-2208	168	49	‘	'	``
www-nature-com-2208	168	50	F’,‘A’,‘I’,‘R	F’,‘A’,‘I’,‘R	NNP
www-nature-com-2208	168	51	’	'	''
www-nature-com-2208	168	52	)	)	-RRB-
www-nature-com-2208	168	53	.	.	.
www-nature-com-2208	169	1	These	these	DT
www-nature-com-2208	169	2	templates	template	NNS
www-nature-com-2208	169	3	will	will	MD
www-nature-com-2208	169	4	guide	guide	VB
www-nature-com-2208	169	5	users	user	NNS
www-nature-com-2208	169	6	to	to	TO
www-nature-com-2208	169	7	create	create	VB
www-nature-com-2208	169	8	rich	rich	JJ
www-nature-com-2208	169	9	metadata	metadata	NN
www-nature-com-2208	169	10	with	with	IN
www-nature-com-2208	169	11	unique	unique	JJ
www-nature-com-2208	169	12	and	and	CC
www-nature-com-2208	169	13	stable	stable	JJ
www-nature-com-2208	169	14	HTTP	http	JJ
www-nature-com-2208	169	15	identifiers	identifier	NNS
www-nature-com-2208	169	16	(	(	-LRB-
www-nature-com-2208	169	17	‘	'	``
www-nature-com-2208	169	18	F	F	NNP
www-nature-com-2208	169	19	’	'	''
www-nature-com-2208	169	20	)	)	-RRB-
www-nature-com-2208	169	21	that	that	WDT
www-nature-com-2208	169	22	can	can	MD
www-nature-com-2208	169	23	be	be	VB
www-nature-com-2208	169	24	retrieved	retrieve	VBN
www-nature-com-2208	169	25	using	use	VBG
www-nature-com-2208	169	26	HTTP	HTTP	VBN
www-nature-com-2208	169	27	(	(	-LRB-
www-nature-com-2208	169	28	‘	'	``
www-nature-com-2208	169	29	A	a	NN
www-nature-com-2208	169	30	’	'	''
www-nature-com-2208	169	31	)	)	-RRB-
www-nature-com-2208	169	32	and	and	CC
www-nature-com-2208	169	33	accessible	accessible	JJ
www-nature-com-2208	169	34	in	in	IN
www-nature-com-2208	169	35	a	a	DT
www-nature-com-2208	169	36	variety	variety	NN
www-nature-com-2208	169	37	of	of	IN
www-nature-com-2208	169	38	formats	format	NNS
www-nature-com-2208	169	39	(	(	-LRB-
www-nature-com-2208	169	40	JSON	JSON	NNP
www-nature-com-2208	169	41	-	-	HYPH
www-nature-com-2208	169	42	LD	LD	NNP
www-nature-com-2208	169	43	,	,	,
www-nature-com-2208	169	44	TURTLE	TURTLE	NNP
www-nature-com-2208	169	45	,	,	,
www-nature-com-2208	169	46	RDF	RDF	NNP
www-nature-com-2208	169	47	/	/	SYM
www-nature-com-2208	169	48	XML	XML	NNP
www-nature-com-2208	169	49	,	,	,
www-nature-com-2208	169	50	CSV	csv	NN
www-nature-com-2208	169	51	,	,	,
www-nature-com-2208	169	52	etc	etc	FW
www-nature-com-2208	169	53	)	)	-RRB-
www-nature-com-2208	169	54	(	(	-LRB-
www-nature-com-2208	169	55	‘	'	``
www-nature-com-2208	169	56	I	-PRON-	PRP
www-nature-com-2208	169	57	’	'	''
www-nature-com-2208	169	58	)	)	-RRB-
www-nature-com-2208	169	59	.	.	.
www-nature-com-2208	170	1	These	these	DT
www-nature-com-2208	170	2	metadata	metadata	NN
www-nature-com-2208	170	3	will	will	MD
www-nature-com-2208	170	4	use	use	VB
www-nature-com-2208	170	5	community	community	NN
www-nature-com-2208	170	6	standards	standard	NNS
www-nature-com-2208	170	7	,	,	,
www-nature-com-2208	170	8	as	as	IN
www-nature-com-2208	170	9	defined	define	VBN
www-nature-com-2208	170	10	by	by	IN
www-nature-com-2208	170	11	the	the	DT
www-nature-com-2208	170	12	template	template	NN
www-nature-com-2208	170	13	,	,	,
www-nature-com-2208	170	14	and	and	CC
www-nature-com-2208	170	15	include	include	VBP
www-nature-com-2208	170	16	provenance	provenance	NN
www-nature-com-2208	170	17	and	and	CC
www-nature-com-2208	170	18	data	datum	NNS
www-nature-com-2208	170	19	usage	usage	NN
www-nature-com-2208	170	20	(	(	-LRB-
www-nature-com-2208	170	21	‘	'	``
www-nature-com-2208	170	22	R	r	NN
www-nature-com-2208	170	23	’	'	''
www-nature-com-2208	170	24	)	)	-RRB-
www-nature-com-2208	170	25	.	.	.
www-nature-com-2208	171	1	These	these	DT
www-nature-com-2208	171	2	two	two	CD
www-nature-com-2208	171	3	projects	project	NNS
www-nature-com-2208	171	4	,	,	,
www-nature-com-2208	171	5	among	among	IN
www-nature-com-2208	171	6	others	other	NNS
www-nature-com-2208	171	7	,	,	,
www-nature-com-2208	171	8	provide	provide	VB
www-nature-com-2208	171	9	tools	tool	NNS
www-nature-com-2208	171	10	and	and	CC
www-nature-com-2208	171	11	or	or	CC
www-nature-com-2208	171	12	collaborative	collaborative	JJ
www-nature-com-2208	171	13	opportunities	opportunity	NNS
www-nature-com-2208	171	14	for	for	IN
www-nature-com-2208	171	15	those	those	DT
www-nature-com-2208	171	16	who	who	WP
www-nature-com-2208	171	17	wish	wish	VBP
www-nature-com-2208	171	18	to	to	TO
www-nature-com-2208	171	19	improve	improve	VB
www-nature-com-2208	171	20	the	the	DT
www-nature-com-2208	171	21	FAIRness	fairness	NN
www-nature-com-2208	171	22	of	of	IN
www-nature-com-2208	171	23	their	-PRON-	PRP$
www-nature-com-2208	171	24	data	datum	NNS
www-nature-com-2208	171	25	.	.	.
www-nature-com-2208	172	1	FAIRness	fairness	NN
www-nature-com-2208	172	2	is	be	VBZ
www-nature-com-2208	172	3	a	a	DT
www-nature-com-2208	172	4	prerequisite	prerequisite	NN
www-nature-com-2208	172	5	for	for	IN
www-nature-com-2208	172	6	proper	proper	JJ
www-nature-com-2208	172	7	data	datum	NNS
www-nature-com-2208	172	8	management	management	NN
www-nature-com-2208	172	9	and	and	CC
www-nature-com-2208	172	10	data	datum	NNS
www-nature-com-2208	172	11	stewardship	stewardship	NN
www-nature-com-2208	172	12	The	the	DT
www-nature-com-2208	172	13	ideas	idea	NNS
www-nature-com-2208	172	14	within	within	IN
www-nature-com-2208	172	15	the	the	DT
www-nature-com-2208	172	16	FAIR	FAIR	NNP
www-nature-com-2208	172	17	Guiding	Guiding	NNP
www-nature-com-2208	172	18	Principles	Principles	NNPS
www-nature-com-2208	172	19	reflect	reflect	VBP
www-nature-com-2208	172	20	,	,	,
www-nature-com-2208	172	21	combine	combine	VB
www-nature-com-2208	172	22	,	,	,
www-nature-com-2208	172	23	build	build	VB
www-nature-com-2208	172	24	upon	upon	IN
www-nature-com-2208	172	25	and	and	CC
www-nature-com-2208	172	26	extend	extend	VB
www-nature-com-2208	172	27	previous	previous	JJ
www-nature-com-2208	172	28	work	work	NN
www-nature-com-2208	172	29	by	by	IN
www-nature-com-2208	172	30	both	both	PDT
www-nature-com-2208	172	31	the	the	DT
www-nature-com-2208	172	32	Concept	Concept	NNP
www-nature-com-2208	172	33	Web	Web	NNP
www-nature-com-2208	172	34	Alliance	Alliance	NNP
www-nature-com-2208	172	35	(	(	-LRB-
www-nature-com-2208	172	36	https://conceptweblog.wordpress.com/	https://conceptweblog.wordpress.com/	NNP
www-nature-com-2208	172	37	)	)	-RRB-
www-nature-com-2208	172	38	partners	partner	NNS
www-nature-com-2208	172	39	,	,	,
www-nature-com-2208	172	40	who	who	WP
www-nature-com-2208	172	41	focused	focus	VBD
www-nature-com-2208	172	42	on	on	IN
www-nature-com-2208	172	43	machine	machine	NN
www-nature-com-2208	172	44	-	-	HYPH
www-nature-com-2208	172	45	actionability	actionability	NN
www-nature-com-2208	172	46	and	and	CC
www-nature-com-2208	172	47	harmonization	harmonization	NN
www-nature-com-2208	172	48	of	of	IN
www-nature-com-2208	172	49	data	datum	NNS
www-nature-com-2208	172	50	structures	structure	NNS
www-nature-com-2208	172	51	and	and	CC
www-nature-com-2208	172	52	semantics	semantic	NNS
www-nature-com-2208	172	53	,	,	,
www-nature-com-2208	172	54	and	and	CC
www-nature-com-2208	172	55	by	by	IN
www-nature-com-2208	172	56	the	the	DT
www-nature-com-2208	172	57	scientific	scientific	JJ
www-nature-com-2208	172	58	and	and	CC
www-nature-com-2208	172	59	scholarly	scholarly	JJ
www-nature-com-2208	172	60	organizations	organization	NNS
www-nature-com-2208	172	61	that	that	WDT
www-nature-com-2208	172	62	developed	develop	VBD
www-nature-com-2208	172	63	the	the	DT
www-nature-com-2208	172	64	Joint	Joint	NNP
www-nature-com-2208	172	65	Declaration	Declaration	NNP
www-nature-com-2208	172	66	of	of	IN
www-nature-com-2208	172	67	Data	Data	NNP
www-nature-com-2208	172	68	Citation	Citation	NNP
www-nature-com-2208	172	69	Principles	Principles	NNPS
www-nature-com-2208	172	70	(	(	-LRB-
www-nature-com-2208	172	71	JDDCP29	JDDCP29	NNP
www-nature-com-2208	172	72	)	)	-RRB-
www-nature-com-2208	172	73	,	,	,
www-nature-com-2208	172	74	who	who	WP
www-nature-com-2208	172	75	focused	focus	VBD
www-nature-com-2208	172	76	on	on	IN
www-nature-com-2208	172	77	primary	primary	JJ
www-nature-com-2208	172	78	scholarly	scholarly	JJ
www-nature-com-2208	172	79	data	datum	NNS
www-nature-com-2208	172	80	being	be	VBG
www-nature-com-2208	172	81	made	make	VBN
www-nature-com-2208	172	82	citable	citable	JJ
www-nature-com-2208	172	83	,	,	,
www-nature-com-2208	172	84	discoverable	discoverable	JJ
www-nature-com-2208	172	85	and	and	CC
www-nature-com-2208	172	86	available	available	JJ
www-nature-com-2208	172	87	for	for	IN
www-nature-com-2208	172	88	reuse	reuse	NN
www-nature-com-2208	172	89	,	,	,
www-nature-com-2208	172	90	so	so	IN
www-nature-com-2208	172	91	as	as	IN
www-nature-com-2208	172	92	to	to	TO
www-nature-com-2208	172	93	be	be	VB
www-nature-com-2208	172	94	capable	capable	JJ
www-nature-com-2208	172	95	of	of	IN
www-nature-com-2208	172	96	supporting	support	VBG
www-nature-com-2208	172	97	more	more	RBR
www-nature-com-2208	172	98	rigorous	rigorous	JJ
www-nature-com-2208	172	99	scholarship	scholarship	NN
www-nature-com-2208	172	100	.	.	.
www-nature-com-2208	173	1	An	an	DT
www-nature-com-2208	173	2	attempt	attempt	NN
www-nature-com-2208	173	3	to	to	TO
www-nature-com-2208	173	4	define	define	VB
www-nature-com-2208	173	5	the	the	DT
www-nature-com-2208	173	6	similarities	similarity	NNS
www-nature-com-2208	173	7	and	and	CC
www-nature-com-2208	173	8	overlaps	overlap	NNS
www-nature-com-2208	173	9	between	between	IN
www-nature-com-2208	173	10	the	the	DT
www-nature-com-2208	173	11	FAIR	FAIR	NNP
www-nature-com-2208	173	12	Principles	Principles	NNPS
www-nature-com-2208	173	13	and	and	CC
www-nature-com-2208	173	14	the	the	DT
www-nature-com-2208	173	15	JDDCP	JDDCP	NNP
www-nature-com-2208	173	16	is	be	VBZ
www-nature-com-2208	173	17	provided	provide	VBN
www-nature-com-2208	173	18	at	at	IN
www-nature-com-2208	173	19	(	(	-LRB-
www-nature-com-2208	173	20	https://www.force11.org/node/6062	https://www.force11.org/node/6062	NNP
www-nature-com-2208	173	21	)	)	-RRB-
www-nature-com-2208	173	22	.	.	.
www-nature-com-2208	174	1	The	the	DT
www-nature-com-2208	174	2	FAIR	FAIR	NNP
www-nature-com-2208	174	3	Principles	principle	NNS
www-nature-com-2208	174	4	are	be	VBP
www-nature-com-2208	174	5	also	also	RB
www-nature-com-2208	174	6	complementary	complementary	JJ
www-nature-com-2208	174	7	to	to	IN
www-nature-com-2208	174	8	the	the	DT
www-nature-com-2208	174	9	‘	'	``
www-nature-com-2208	174	10	Data	Data	NNP
www-nature-com-2208	174	11	Seal	Seal	NNP
www-nature-com-2208	174	12	of	of	IN
www-nature-com-2208	174	13	Approval	Approval	NNP
www-nature-com-2208	174	14	’	'	''
www-nature-com-2208	174	15	(	(	-LRB-
www-nature-com-2208	174	16	DSA	DSA	NNP
www-nature-com-2208	174	17	)	)	-RRB-
www-nature-com-2208	174	18	(	(	-LRB-
www-nature-com-2208	174	19	http://datasealofapproval.org/media/filer_public/2013/09/27/guidelines_2014-2015.pdf	http://datasealofapproval.org/media/filer_public/2013/09/27/guidelines_2014-2015.pdf	NNP
www-nature-com-2208	174	20	)	)	-RRB-
www-nature-com-2208	174	21	in	in	IN
www-nature-com-2208	174	22	that	that	IN
www-nature-com-2208	174	23	they	-PRON-	PRP
www-nature-com-2208	174	24	share	share	VBP
www-nature-com-2208	174	25	the	the	DT
www-nature-com-2208	174	26	general	general	JJ
www-nature-com-2208	174	27	aim	aim	NN
www-nature-com-2208	174	28	to	to	TO
www-nature-com-2208	174	29	render	render	VB
www-nature-com-2208	174	30	data	datum	NNS
www-nature-com-2208	174	31	re	re	NN
www-nature-com-2208	174	32	-	-	NN
www-nature-com-2208	174	33	usable	usable	JJ
www-nature-com-2208	174	34	for	for	IN
www-nature-com-2208	174	35	users	user	NNS
www-nature-com-2208	174	36	other	other	JJ
www-nature-com-2208	174	37	than	than	IN
www-nature-com-2208	174	38	those	those	DT
www-nature-com-2208	174	39	who	who	WP
www-nature-com-2208	174	40	originally	originally	RB
www-nature-com-2208	174	41	generated	generate	VBD
www-nature-com-2208	174	42	them	-PRON-	PRP
www-nature-com-2208	174	43	.	.	.
www-nature-com-2208	175	1	While	while	IN
www-nature-com-2208	175	2	the	the	DT
www-nature-com-2208	175	3	DSA	DSA	NNP
www-nature-com-2208	175	4	focuses	focus	VBZ
www-nature-com-2208	175	5	primarily	primarily	RB
www-nature-com-2208	175	6	on	on	IN
www-nature-com-2208	175	7	the	the	DT
www-nature-com-2208	175	8	responsibilities	responsibility	NNS
www-nature-com-2208	175	9	and	and	CC
www-nature-com-2208	175	10	conduct	conduct	NN
www-nature-com-2208	175	11	of	of	IN
www-nature-com-2208	175	12	data	datum	NNS
www-nature-com-2208	175	13	producers	producer	NNS
www-nature-com-2208	175	14	and	and	CC
www-nature-com-2208	175	15	repositories	repository	NNS
www-nature-com-2208	175	16	,	,	,
www-nature-com-2208	175	17	FAIR	FAIR	NNP
www-nature-com-2208	175	18	focuses	focus	VBZ
www-nature-com-2208	175	19	primarily	primarily	RB
www-nature-com-2208	175	20	on	on	IN
www-nature-com-2208	175	21	the	the	DT
www-nature-com-2208	175	22	data	data	NN
www-nature-com-2208	175	23	itself	-PRON-	PRP
www-nature-com-2208	175	24	.	.	.
www-nature-com-2208	176	1	Clearly	clearly	RB
www-nature-com-2208	176	2	,	,	,
www-nature-com-2208	176	3	the	the	DT
www-nature-com-2208	176	4	broader	broad	JJR
www-nature-com-2208	176	5	community	community	NN
www-nature-com-2208	176	6	of	of	IN
www-nature-com-2208	176	7	stakeholders	stakeholder	NNS
www-nature-com-2208	176	8	is	be	VBZ
www-nature-com-2208	176	9	coalescing	coalesce	VBG
www-nature-com-2208	176	10	around	around	IN
www-nature-com-2208	176	11	a	a	DT
www-nature-com-2208	176	12	set	set	NN
www-nature-com-2208	176	13	of	of	IN
www-nature-com-2208	176	14	common	common	JJ
www-nature-com-2208	176	15	,	,	,
www-nature-com-2208	176	16	dovetailed	dovetailed	JJ
www-nature-com-2208	176	17	visions	vision	NNS
www-nature-com-2208	176	18	spanning	span	VBG
www-nature-com-2208	176	19	all	all	DT
www-nature-com-2208	176	20	facets	facet	NNS
www-nature-com-2208	176	21	of	of	IN
www-nature-com-2208	176	22	the	the	DT
www-nature-com-2208	176	23	scholarly	scholarly	JJ
www-nature-com-2208	176	24	data	datum	NNS
www-nature-com-2208	176	25	publishing	publishing	NN
www-nature-com-2208	176	26	ecosystem	ecosystem	NN
www-nature-com-2208	176	27	.	.	.
www-nature-com-2208	177	1	The	the	DT
www-nature-com-2208	177	2	end	end	NN
www-nature-com-2208	177	3	result	result	NN
www-nature-com-2208	177	4	,	,	,
www-nature-com-2208	177	5	when	when	WRB
www-nature-com-2208	177	6	implemented	implement	VBN
www-nature-com-2208	177	7	,	,	,
www-nature-com-2208	177	8	will	will	MD
www-nature-com-2208	177	9	be	be	VB
www-nature-com-2208	177	10	more	more	RBR
www-nature-com-2208	177	11	rigorous	rigorous	JJ
www-nature-com-2208	177	12	management	management	NN
www-nature-com-2208	177	13	and	and	CC
www-nature-com-2208	177	14	stewardship	stewardship	NN
www-nature-com-2208	177	15	of	of	IN
www-nature-com-2208	177	16	these	these	DT
www-nature-com-2208	177	17	valuable	valuable	JJ
www-nature-com-2208	177	18	digital	digital	JJ
www-nature-com-2208	177	19	resources	resource	NNS
www-nature-com-2208	177	20	,	,	,
www-nature-com-2208	177	21	to	to	IN
www-nature-com-2208	177	22	the	the	DT
www-nature-com-2208	177	23	benefit	benefit	NN
www-nature-com-2208	177	24	of	of	IN
www-nature-com-2208	177	25	the	the	DT
www-nature-com-2208	177	26	entire	entire	JJ
www-nature-com-2208	177	27	academic	academic	JJ
www-nature-com-2208	177	28	community	community	NN
www-nature-com-2208	177	29	.	.	.
www-nature-com-2208	178	1	As	as	IN
www-nature-com-2208	178	2	stated	state	VBN
www-nature-com-2208	178	3	at	at	IN
www-nature-com-2208	178	4	the	the	DT
www-nature-com-2208	178	5	outset	outset	NN
www-nature-com-2208	178	6	,	,	,
www-nature-com-2208	178	7	good	good	JJ
www-nature-com-2208	178	8	data	data	NNP
www-nature-com-2208	178	9	management	management	NN
www-nature-com-2208	178	10	and	and	CC
www-nature-com-2208	178	11	stewardship	stewardship	NN
www-nature-com-2208	178	12	is	be	VBZ
www-nature-com-2208	178	13	not	not	RB
www-nature-com-2208	178	14	a	a	DT
www-nature-com-2208	178	15	goal	goal	NN
www-nature-com-2208	178	16	in	in	IN
www-nature-com-2208	178	17	itself	-PRON-	PRP
www-nature-com-2208	178	18	,	,	,
www-nature-com-2208	178	19	but	but	CC
www-nature-com-2208	178	20	rather	rather	RB
www-nature-com-2208	178	21	a	a	DT
www-nature-com-2208	178	22	pre	pre	JJ
www-nature-com-2208	178	23	-	-	NN
www-nature-com-2208	178	24	condition	condition	JJ
www-nature-com-2208	178	25	supporting	support	VBG
www-nature-com-2208	178	26	knowledge	knowledge	NN
www-nature-com-2208	178	27	discovery	discovery	NN
www-nature-com-2208	178	28	and	and	CC
www-nature-com-2208	178	29	innovation	innovation	NN
www-nature-com-2208	178	30	.	.	.
www-nature-com-2208	179	1	Contemporary	contemporary	JJ
www-nature-com-2208	179	2	e	e	NNP
www-nature-com-2208	179	3	-	-	:
www-nature-com-2208	179	4	Science	Science	NNP
www-nature-com-2208	179	5	requires	require	VBZ
www-nature-com-2208	179	6	data	datum	NNS
www-nature-com-2208	179	7	to	to	TO
www-nature-com-2208	179	8	be	be	VB
www-nature-com-2208	179	9	Findable	findable	JJ
www-nature-com-2208	179	10	,	,	,
www-nature-com-2208	179	11	Accessible	accessible	JJ
www-nature-com-2208	179	12	,	,	,
www-nature-com-2208	179	13	Interoperable	interoperable	JJ
www-nature-com-2208	179	14	,	,	,
www-nature-com-2208	179	15	and	and	CC
www-nature-com-2208	179	16	Reusable	reusable	VB
www-nature-com-2208	179	17	in	in	IN
www-nature-com-2208	179	18	the	the	DT
www-nature-com-2208	179	19	long	long	JJ
www-nature-com-2208	179	20	-	-	HYPH
www-nature-com-2208	179	21	term	term	NN
www-nature-com-2208	179	22	,	,	,
www-nature-com-2208	179	23	and	and	CC
www-nature-com-2208	179	24	these	these	DT
www-nature-com-2208	179	25	objectives	objective	NNS
www-nature-com-2208	179	26	are	be	VBP
www-nature-com-2208	179	27	rapidly	rapidly	RB
www-nature-com-2208	179	28	becoming	become	VBG
www-nature-com-2208	179	29	expectations	expectation	NNS
www-nature-com-2208	179	30	of	of	IN
www-nature-com-2208	179	31	agencies	agency	NNS
www-nature-com-2208	179	32	and	and	CC
www-nature-com-2208	179	33	publishers	publisher	NNS
www-nature-com-2208	179	34	.	.	.
www-nature-com-2208	180	1	We	-PRON-	PRP
www-nature-com-2208	180	2	demonstrate	demonstrate	VBP
www-nature-com-2208	180	3	,	,	,
www-nature-com-2208	180	4	therefore	therefore	RB
www-nature-com-2208	180	5	,	,	,
www-nature-com-2208	180	6	that	that	IN
www-nature-com-2208	180	7	the	the	DT
www-nature-com-2208	180	8	FAIR	FAIR	NNP
www-nature-com-2208	180	9	Data	Data	NNPS
www-nature-com-2208	180	10	Principles	Principles	NNPS
www-nature-com-2208	180	11	provide	provide	VBP
www-nature-com-2208	180	12	a	a	DT
www-nature-com-2208	180	13	set	set	NN
www-nature-com-2208	180	14	of	of	IN
www-nature-com-2208	180	15	mileposts	milepost	NNS
www-nature-com-2208	180	16	for	for	IN
www-nature-com-2208	180	17	data	datum	NNS
www-nature-com-2208	180	18	producers	producer	NNS
www-nature-com-2208	180	19	and	and	CC
www-nature-com-2208	180	20	publishers	publisher	NNS
www-nature-com-2208	180	21	.	.	.
www-nature-com-2208	181	1	They	-PRON-	PRP
www-nature-com-2208	181	2	guide	guide	VBP
www-nature-com-2208	181	3	the	the	DT
www-nature-com-2208	181	4	implementation	implementation	NN
www-nature-com-2208	181	5	of	of	IN
www-nature-com-2208	181	6	the	the	DT
www-nature-com-2208	181	7	most	most	RBS
www-nature-com-2208	181	8	basic	basic	JJ
www-nature-com-2208	181	9	levels	level	NNS
www-nature-com-2208	181	10	of	of	IN
www-nature-com-2208	181	11	good	good	JJ
www-nature-com-2208	181	12	Data	Data	NNP
www-nature-com-2208	181	13	Management	Management	NNP
www-nature-com-2208	181	14	and	and	CC
www-nature-com-2208	181	15	Stewardship	Stewardship	NNP
www-nature-com-2208	181	16	practice	practice	NN
www-nature-com-2208	181	17	,	,	,
www-nature-com-2208	181	18	thus	thus	RB
www-nature-com-2208	181	19	helping	help	VBG
www-nature-com-2208	181	20	researchers	researcher	NNS
www-nature-com-2208	181	21	adhere	adhere	VB
www-nature-com-2208	181	22	to	to	IN
www-nature-com-2208	181	23	the	the	DT
www-nature-com-2208	181	24	expectations	expectation	NNS
www-nature-com-2208	181	25	and	and	CC
www-nature-com-2208	181	26	requirements	requirement	NNS
www-nature-com-2208	181	27	of	of	IN
www-nature-com-2208	181	28	their	-PRON-	PRP$
www-nature-com-2208	181	29	funding	funding	NN
www-nature-com-2208	181	30	agencies	agency	NNS
www-nature-com-2208	181	31	.	.	.
www-nature-com-2208	182	1	We	-PRON-	PRP
www-nature-com-2208	182	2	call	call	VBP
www-nature-com-2208	182	3	on	on	IN
www-nature-com-2208	182	4	all	all	DT
www-nature-com-2208	182	5	data	data	NN
www-nature-com-2208	182	6	producers	producer	NNS
www-nature-com-2208	182	7	and	and	CC
www-nature-com-2208	182	8	publishers	publisher	NNS
www-nature-com-2208	182	9	to	to	TO
www-nature-com-2208	182	10	examine	examine	VB
www-nature-com-2208	182	11	and	and	CC
www-nature-com-2208	182	12	implement	implement	VB
www-nature-com-2208	182	13	these	these	DT
www-nature-com-2208	182	14	principles	principle	NNS
www-nature-com-2208	182	15	,	,	,
www-nature-com-2208	182	16	and	and	CC
www-nature-com-2208	182	17	actively	actively	RB
www-nature-com-2208	182	18	participate	participate	VB
www-nature-com-2208	182	19	with	with	IN
www-nature-com-2208	182	20	the	the	DT
www-nature-com-2208	182	21	FAIR	FAIR	NNP
www-nature-com-2208	182	22	initiative	initiative	NN
www-nature-com-2208	182	23	by	by	IN
www-nature-com-2208	182	24	joining	join	VBG
www-nature-com-2208	182	25	the	the	DT
www-nature-com-2208	182	26	Force11	Force11	NNP
www-nature-com-2208	182	27	working	working	NN
www-nature-com-2208	182	28	group	group	NN
www-nature-com-2208	182	29	.	.	.
www-nature-com-2208	183	1	By	by	IN
www-nature-com-2208	183	2	working	work	VBG
www-nature-com-2208	183	3	together	together	RB
www-nature-com-2208	183	4	towards	towards	IN
www-nature-com-2208	183	5	shared	share	VBN
www-nature-com-2208	183	6	,	,	,
www-nature-com-2208	183	7	common	common	JJ
www-nature-com-2208	183	8	goals	goal	NNS
www-nature-com-2208	183	9	,	,	,
www-nature-com-2208	183	10	the	the	DT
www-nature-com-2208	183	11	valuable	valuable	JJ
www-nature-com-2208	183	12	data	datum	NNS
www-nature-com-2208	183	13	produced	produce	VBN
www-nature-com-2208	183	14	by	by	IN
www-nature-com-2208	183	15	our	-PRON-	PRP$
www-nature-com-2208	183	16	community	community	NN
www-nature-com-2208	183	17	will	will	MD
www-nature-com-2208	183	18	gradually	gradually	RB
www-nature-com-2208	183	19	achieve	achieve	VB
www-nature-com-2208	183	20	the	the	DT
www-nature-com-2208	183	21	critical	critical	JJ
www-nature-com-2208	183	22	goals	goal	NNS
www-nature-com-2208	183	23	of	of	IN
www-nature-com-2208	183	24	FAIRness	fairness	NN
www-nature-com-2208	183	25	.	.	.
www-nature-com-2208	184	1	Additional	additional	JJ
www-nature-com-2208	184	2	Information	information	NN
www-nature-com-2208	184	3	How	how	WRB
www-nature-com-2208	184	4	to	to	TO
www-nature-com-2208	184	5	cite	cite	VB
www-nature-com-2208	184	6	this	this	DT
www-nature-com-2208	184	7	article	article	NN
www-nature-com-2208	184	8	:	:	:
www-nature-com-2208	184	9	Wilkinson	Wilkinson	NNP
www-nature-com-2208	184	10	,	,	,
www-nature-com-2208	184	11	M.	M.	NNP
www-nature-com-2208	184	12	D.	D.	NNP
www-nature-com-2208	184	13	et	et	NNP
www-nature-com-2208	184	14	al	al	NNP
www-nature-com-2208	184	15	.	.	.
www-nature-com-2208	185	1	The	the	DT
www-nature-com-2208	185	2	FAIR	FAIR	NNP
www-nature-com-2208	185	3	Guiding	Guiding	NNP
www-nature-com-2208	185	4	Principles	Principles	NNPS
www-nature-com-2208	185	5	for	for	IN
www-nature-com-2208	185	6	scientific	scientific	JJ
www-nature-com-2208	185	7	data	data	NN
www-nature-com-2208	185	8	management	management	NN
www-nature-com-2208	185	9	and	and	CC
www-nature-com-2208	185	10	stewardship	stewardship	NN
www-nature-com-2208	185	11	.	.	.
www-nature-com-2208	186	1	Sci	Sci	NNP
www-nature-com-2208	186	2	.	.	.
www-nature-com-2208	187	1	Data	datum	NNS
www-nature-com-2208	187	2	3:160018	3:160018	NNPS
www-nature-com-2208	187	3	doi	doi	NN
www-nature-com-2208	187	4	:	:	:
www-nature-com-2208	187	5	10.1038	10.1038	CD
www-nature-com-2208	187	6	/	/	SYM
www-nature-com-2208	187	7	sdata.2016.18	sdata.2016.18	NNP
www-nature-com-2208	187	8	(	(	-LRB-
www-nature-com-2208	187	9	2016	2016	CD
www-nature-com-2208	187	10	)	)	-RRB-
www-nature-com-2208	187	11	.	.	.
www-nature-com-2208	188	1	References	reference	NNS
www-nature-com-2208	188	2	1Roche	1Roche	NNP
www-nature-com-2208	188	3	,	,	,
www-nature-com-2208	188	4	D.	D.	NNP
www-nature-com-2208	188	5	G.	G.	NNP
www-nature-com-2208	188	6	,	,	,
www-nature-com-2208	188	7	Kruuk	Kruuk	NNP
www-nature-com-2208	188	8	,	,	,
www-nature-com-2208	188	9	L.	L.	NNP
www-nature-com-2208	188	10	E.	E.	NNP
www-nature-com-2208	188	11	B.	B.	NNP
www-nature-com-2208	188	12	,	,	,
www-nature-com-2208	188	13	Lanfear	Lanfear	NNP
www-nature-com-2208	188	14	,	,	,
www-nature-com-2208	188	15	R.	R.	NNP
www-nature-com-2208	188	16	&	&	CC
www-nature-com-2208	188	17	Binning	Binning	NNP
www-nature-com-2208	188	18	,	,	,
www-nature-com-2208	188	19	S.	S.	NNP
www-nature-com-2208	188	20	A.	A.	NNP
www-nature-com-2208	189	1	Public	Public	NNP
www-nature-com-2208	189	2	Data	Data	NNP
www-nature-com-2208	189	3	Archiving	archive	VBG
www-nature-com-2208	189	4	in	in	IN
www-nature-com-2208	189	5	Ecology	Ecology	NNP
www-nature-com-2208	189	6	and	and	CC
www-nature-com-2208	189	7	Evolution	Evolution	NNP
www-nature-com-2208	189	8	:	:	:
www-nature-com-2208	189	9	How	how	WRB
www-nature-com-2208	189	10	Well	well	UH
www-nature-com-2208	189	11	Are	be	VBP
www-nature-com-2208	189	12	We	-PRON-	PRP
www-nature-com-2208	189	13	Doing	do	VBG
www-nature-com-2208	189	14	?	?	.
www-nature-com-2208	190	1	PLOS	PLOS	NNP
www-nature-com-2208	190	2	Biol	Biol	NNP
www-nature-com-2208	190	3	.	.	.
www-nature-com-2208	191	1	13	13	CD
www-nature-com-2208	191	2	,	,	,
www-nature-com-2208	191	3	e1002295	e1002295	NNP
www-nature-com-2208	191	4	(	(	-LRB-
www-nature-com-2208	191	5	2015	2015	CD
www-nature-com-2208	191	6	)	)	-RRB-
www-nature-com-2208	191	7	.	.	.
www-nature-com-2208	192	1	Article	Article	NNP
www-nature-com-2208	192	2	  	  	_SP
www-nature-com-2208	192	3	Google	Google	NNP
www-nature-com-2208	192	4	Scholar	Scholar	NNP
www-nature-com-2208	192	5	  	  	_SP
www-nature-com-2208	192	6	2Bechhofer	2Bechhofer	NNP
www-nature-com-2208	192	7	,	,	,
www-nature-com-2208	192	8	S.	S.	NNP
www-nature-com-2208	192	9	et	et	NNP
www-nature-com-2208	192	10	al	al	NNP
www-nature-com-2208	192	11	.	.	.
www-nature-com-2208	193	1	Research	research	NN
www-nature-com-2208	193	2	Objects	object	NNS
www-nature-com-2208	193	3	:	:	:
www-nature-com-2208	193	4	Towards	towards	IN
www-nature-com-2208	193	5	Exchange	Exchange	NNP
www-nature-com-2208	193	6	and	and	CC
www-nature-com-2208	193	7	Reuse	Reuse	NNP
www-nature-com-2208	193	8	of	of	IN
www-nature-com-2208	193	9	Digital	Digital	NNP
www-nature-com-2208	193	10	Knowledge	Knowledge	NNP
www-nature-com-2208	193	11	.	.	.
www-nature-com-2208	194	1	Nat	Nat	NNP
www-nature-com-2208	194	2	.	.	.
www-nature-com-2208	195	1	Preced	prece	VBN
www-nature-com-2208	195	2	.	.	.
www-nature-com-2208	196	1	10.1038	10.1038	CD
www-nature-com-2208	196	2	/	/	SYM
www-nature-com-2208	196	3	npre.2010.4626.1	npre.2010.4626.1	CD
www-nature-com-2208	196	4	(	(	-LRB-
www-nature-com-2208	196	5	2010	2010	CD
www-nature-com-2208	196	6	)	)	-RRB-
www-nature-com-2208	196	7	.	.	.
www-nature-com-2208	197	1	3Benson	3Benson	NNP
www-nature-com-2208	197	2	,	,	,
www-nature-com-2208	197	3	D.	D.	NNP
www-nature-com-2208	197	4	A.	A.	NNP
www-nature-com-2208	197	5	et	et	FW
www-nature-com-2208	197	6	al	al	NNP
www-nature-com-2208	197	7	.	.	.
www-nature-com-2208	198	1	GenBank	GenBank	NNP
www-nature-com-2208	198	2	.	.	.
www-nature-com-2208	199	1	Nucleic	Nucleic	NNP
www-nature-com-2208	199	2	Acids	Acids	NNPS
www-nature-com-2208	199	3	Res	Res	NNP
www-nature-com-2208	199	4	.	.	.
www-nature-com-2208	200	1	41	41	CD
www-nature-com-2208	200	2	,	,	,
www-nature-com-2208	200	3	D36–D42	D36–D42	NNP
www-nature-com-2208	200	4	(	(	-LRB-
www-nature-com-2208	200	5	2013	2013	CD
www-nature-com-2208	200	6	)	)	-RRB-
www-nature-com-2208	200	7	.	.	.
www-nature-com-2208	201	1	CAS	CAS	NNP
www-nature-com-2208	201	2	  	  	_SP
www-nature-com-2208	201	3	Article	Article	NNP
www-nature-com-2208	201	4	  	  	_SP
www-nature-com-2208	201	5	Google	Google	NNP
www-nature-com-2208	201	6	Scholar	Scholar	NNP
www-nature-com-2208	201	7	  	  	_SP
www-nature-com-2208	201	8	4Berman	4Berman	NNP
www-nature-com-2208	201	9	,	,	,
www-nature-com-2208	201	10	H.	H.	NNP
www-nature-com-2208	201	11	,	,	,
www-nature-com-2208	201	12	Henrick	Henrick	NNP
www-nature-com-2208	201	13	,	,	,
www-nature-com-2208	201	14	K.	K.	NNP
www-nature-com-2208	201	15	&	&	CC
www-nature-com-2208	201	16	Nakamura	Nakamura	NNP
www-nature-com-2208	201	17	,	,	,
www-nature-com-2208	201	18	H.	H.	NNP
www-nature-com-2208	201	19	Announcing	announce	VBG
www-nature-com-2208	201	20	the	the	DT
www-nature-com-2208	201	21	worldwide	worldwide	JJ
www-nature-com-2208	201	22	Protein	Protein	NNP
www-nature-com-2208	201	23	Data	Data	NNPS
www-nature-com-2208	201	24	Bank	Bank	NNP
www-nature-com-2208	201	25	.	.	.
www-nature-com-2208	202	1	Nat	Nat	NNP
www-nature-com-2208	202	2	.	.	.
www-nature-com-2208	203	1	Struct	struct	NN
www-nature-com-2208	203	2	.	.	.
www-nature-com-2208	204	1	Biol	Biol	NNP
www-nature-com-2208	204	2	.	.	.
www-nature-com-2208	205	1	10	10	CD
www-nature-com-2208	205	2	,	,	,
www-nature-com-2208	205	3	980–980	980–980	CD
www-nature-com-2208	205	4	(	(	-LRB-
www-nature-com-2208	205	5	2003	2003	CD
www-nature-com-2208	205	6	)	)	-RRB-
www-nature-com-2208	205	7	.	.	.
www-nature-com-2208	206	1	CAS	CAS	NNP
www-nature-com-2208	206	2	  	  	_SP
www-nature-com-2208	206	3	Article	Article	NNP
www-nature-com-2208	206	4	  	  	_SP
www-nature-com-2208	206	5	Google	Google	NNP
www-nature-com-2208	206	6	Scholar	Scholar	NNP
www-nature-com-2208	206	7	  	  	_SP
www-nature-com-2208	206	8	5The	5the	CD
www-nature-com-2208	206	9	Uniprot	Uniprot	NNP
www-nature-com-2208	206	10	Consortium	Consortium	NNP
www-nature-com-2208	206	11	.	.	.
www-nature-com-2208	207	1	UniProt	UniProt	NNP
www-nature-com-2208	207	2	:	:	:
www-nature-com-2208	207	3	a	a	DT
www-nature-com-2208	207	4	hub	hub	NN
www-nature-com-2208	207	5	for	for	IN
www-nature-com-2208	207	6	protein	protein	NN
www-nature-com-2208	207	7	information	information	NN
www-nature-com-2208	207	8	.	.	.
www-nature-com-2208	208	1	Nucleic	Nucleic	NNP
www-nature-com-2208	208	2	Acids	Acids	NNPS
www-nature-com-2208	208	3	Res	Res	NNP
www-nature-com-2208	208	4	.	.	.
www-nature-com-2208	209	1	43	43	CD
www-nature-com-2208	209	2	,	,	,
www-nature-com-2208	209	3	D204–D212	D204–D212	NNP
www-nature-com-2208	209	4	(	(	-LRB-
www-nature-com-2208	209	5	2015	2015	CD
www-nature-com-2208	209	6	)	)	-RRB-
www-nature-com-2208	209	7	.	.	.
www-nature-com-2208	210	1	Article	Article	NNP
www-nature-com-2208	210	2	  	  	_SP
www-nature-com-2208	210	3	Google	Google	NNP
www-nature-com-2208	210	4	Scholar	Scholar	NNP
www-nature-com-2208	210	5	  	  	_SP
www-nature-com-2208	210	6	6Wenger	6Wenger	NNP
www-nature-com-2208	210	7	,	,	,
www-nature-com-2208	210	8	M.	M.	NNP
www-nature-com-2208	210	9	et	et	NNP
www-nature-com-2208	210	10	al	al	NNP
www-nature-com-2208	210	11	.	.	.
www-nature-com-2208	211	1	The	the	DT
www-nature-com-2208	211	2	SIMBAD	SIMBAD	NNP
www-nature-com-2208	211	3	astronomical	astronomical	JJ
www-nature-com-2208	211	4	database	database	NN
www-nature-com-2208	211	5	-	-	:
www-nature-com-2208	211	6	The	the	DT
www-nature-com-2208	211	7	CDS	CDS	NNP
www-nature-com-2208	211	8	reference	reference	NN
www-nature-com-2208	211	9	database	database	NN
www-nature-com-2208	211	10	for	for	IN
www-nature-com-2208	211	11	astronomical	astronomical	JJ
www-nature-com-2208	211	12	objects	object	NNS
www-nature-com-2208	211	13	.	.	.
www-nature-com-2208	212	1	Astron	Astron	NNP
www-nature-com-2208	212	2	.	.	.
www-nature-com-2208	213	1	Astrophys	Astrophys	NNP
www-nature-com-2208	213	2	.	.	.
www-nature-com-2208	214	1	Suppl	suppl	NN
www-nature-com-2208	214	2	.	.	.
www-nature-com-2208	215	1	Ser	Ser	NNP
www-nature-com-2208	215	2	.	.	.
www-nature-com-2208	216	1	143	143	CD
www-nature-com-2208	216	2	,	,	,
www-nature-com-2208	216	3	9–22	9–22	CD
www-nature-com-2208	216	4	(	(	-LRB-
www-nature-com-2208	216	5	2000	2000	CD
www-nature-com-2208	216	6	)	)	-RRB-
www-nature-com-2208	216	7	.	.	.
www-nature-com-2208	217	1	ADS	ADS	NNP
www-nature-com-2208	217	2	  	  	_SP
www-nature-com-2208	217	3	Article	Article	NNP
www-nature-com-2208	217	4	  	  	_SP
www-nature-com-2208	217	5	Google	Google	NNP
www-nature-com-2208	217	6	Scholar	Scholar	NNP
www-nature-com-2208	217	7	  	  	_SP
www-nature-com-2208	217	8	7Crosas	7Crosas	NNP
www-nature-com-2208	217	9	,	,	,
www-nature-com-2208	217	10	M.	M.	NNP
www-nature-com-2208	217	11	"	"	``
www-nature-com-2208	217	12	The	the	DT
www-nature-com-2208	217	13	Dataverse	Dataverse	NNP
www-nature-com-2208	217	14	Network	Network	NNP
www-nature-com-2208	217	15	®	®	NNPS
www-nature-com-2208	217	16	:	:	:
www-nature-com-2208	217	17	An	an	DT
www-nature-com-2208	217	18	Open	open	JJ
www-nature-com-2208	217	19	-	-	HYPH
www-nature-com-2208	217	20	Source	source	NN
www-nature-com-2208	217	21	Application	application	NN
www-nature-com-2208	217	22	for	for	IN
www-nature-com-2208	217	23	Sharing	sharing	NN
www-nature-com-2208	217	24	,	,	,
www-nature-com-2208	217	25	Discovering	Discovering	NNP
www-nature-com-2208	217	26	and	and	CC
www-nature-com-2208	217	27	Preserving	Preserving	NNP
www-nature-com-2208	217	28	Data	Data	NNPS
www-nature-com-2208	217	29	"	"	''
www-nature-com-2208	217	30	.	.	.
www-nature-com-2208	218	1	D	D	NNP
www-nature-com-2208	218	2	-	-	HYPH
www-nature-com-2208	218	3	Lib	Lib	NNP
www-nature-com-2208	218	4	Mag	Mag	NNP
www-nature-com-2208	218	5	17	17	CD
www-nature-com-2208	218	6	(	(	-LRB-
www-nature-com-2208	218	7	1	1	CD
www-nature-com-2208	218	8	)	)	-RRB-
www-nature-com-2208	218	9	,	,	,
www-nature-com-2208	218	10	p2	p2	NNP
www-nature-com-2208	218	11	(	(	-LRB-
www-nature-com-2208	218	12	2011	2011	CD
www-nature-com-2208	218	13	)	)	-RRB-
www-nature-com-2208	218	14	.	.	.
www-nature-com-2208	219	1	Google	Google	NNP
www-nature-com-2208	219	2	Scholar	Scholar	NNP
www-nature-com-2208	219	3	  	  	_SP
www-nature-com-2208	219	4	8White	8White	NNP
www-nature-com-2208	219	5	,	,	,
www-nature-com-2208	219	6	H.	H.	NNP
www-nature-com-2208	219	7	C.	C.	NNP
www-nature-com-2208	219	8	,	,	,
www-nature-com-2208	219	9	Carrier	Carrier	NNP
www-nature-com-2208	219	10	,	,	,
www-nature-com-2208	219	11	S.	S.	NNP
www-nature-com-2208	219	12	,	,	,
www-nature-com-2208	219	13	Thompson	Thompson	NNP
www-nature-com-2208	219	14	,	,	,
www-nature-com-2208	219	15	A.	A.	NNP
www-nature-com-2208	219	16	,	,	,
www-nature-com-2208	219	17	Greenberg	Greenberg	NNP
www-nature-com-2208	219	18	,	,	,
www-nature-com-2208	219	19	J.	J.	NNP
www-nature-com-2208	220	1	&	&	CC
www-nature-com-2208	220	2	Scherle	Scherle	NNP
www-nature-com-2208	220	3	,	,	,
www-nature-com-2208	220	4	R.	R.	NNP
www-nature-com-2208	220	5	The	The	NNP
www-nature-com-2208	220	6	Dryad	Dryad	NNP
www-nature-com-2208	220	7	data	data	NN
www-nature-com-2208	220	8	repository	repository	NN
www-nature-com-2208	220	9	:	:	:
www-nature-com-2208	220	10	A	a	DT
www-nature-com-2208	220	11	Singapore	Singapore	NNP
www-nature-com-2208	220	12	framework	framework	NN
www-nature-com-2208	220	13	metadata	metadata	NN
www-nature-com-2208	220	14	architecture	architecture	NN
www-nature-com-2208	220	15	in	in	IN
www-nature-com-2208	220	16	a	a	DT
www-nature-com-2208	220	17	DSpace	DSpace	NNP
www-nature-com-2208	220	18	environment	environment	NN
www-nature-com-2208	220	19	.	.	.
www-nature-com-2208	221	1	Univ	Univ	NNP
www-nature-com-2208	221	2	.	.	.
www-nature-com-2208	222	1	Göttingen	Göttingen	NNP
www-nature-com-2208	222	2	,	,	,
www-nature-com-2208	222	3	p157	p157	NNP
www-nature-com-2208	222	4	(	(	-LRB-
www-nature-com-2208	222	5	2008	2008	CD
www-nature-com-2208	222	6	)	)	-RRB-
www-nature-com-2208	222	7	.	.	.
www-nature-com-2208	223	1	9Lecarpentier	9Lecarpentier	NNP
www-nature-com-2208	223	2	,	,	,
www-nature-com-2208	223	3	D.	D.	NNP
www-nature-com-2208	223	4	et	et	NNP
www-nature-com-2208	223	5	al	al	NNP
www-nature-com-2208	223	6	.	.	.
www-nature-com-2208	224	1	EUDAT	EUDAT	NNP
www-nature-com-2208	224	2	:	:	:
www-nature-com-2208	224	3	A	a	DT
www-nature-com-2208	224	4	New	New	NNP
www-nature-com-2208	224	5	Cross	Cross	NNP
www-nature-com-2208	224	6	-	-	HYPH
www-nature-com-2208	224	7	Disciplinary	Disciplinary	NNP
www-nature-com-2208	224	8	Data	Data	NNP
www-nature-com-2208	224	9	Infrastructure	Infrastructure	NNP
www-nature-com-2208	224	10	for	for	IN
www-nature-com-2208	224	11	Science	Science	NNP
www-nature-com-2208	224	12	.	.	.
www-nature-com-2208	225	1	Int	Int	NNP
www-nature-com-2208	225	2	.	.	.
www-nature-com-2208	226	1	J.	J.	NNP
www-nature-com-2208	226	2	Digit	Digit	NNP
www-nature-com-2208	226	3	.	.	.
www-nature-com-2208	227	1	Curation	curation	NN
www-nature-com-2208	227	2	8	8	CD
www-nature-com-2208	227	3	,	,	,
www-nature-com-2208	227	4	279–287	279–287	CD
www-nature-com-2208	227	5	(	(	-LRB-
www-nature-com-2208	227	6	2013	2013	CD
www-nature-com-2208	227	7	)	)	-RRB-
www-nature-com-2208	227	8	.	.	.
www-nature-com-2208	228	1	Article	Article	NNP
www-nature-com-2208	228	2	  	  	_SP
www-nature-com-2208	228	3	Google	Google	NNP
www-nature-com-2208	228	4	Scholar	Scholar	NNP
www-nature-com-2208	228	5	  	  	_SP
www-nature-com-2208	228	6	10Martone	10Martone	NNP
www-nature-com-2208	228	7	,	,	,
www-nature-com-2208	228	8	M.	M.	NNP
www-nature-com-2208	228	9	E.	E.	NNP
www-nature-com-2208	228	10	FORCE11	FORCE11	NNP
www-nature-com-2208	228	11	:	:	:
www-nature-com-2208	228	12	Building	build	VBG
www-nature-com-2208	228	13	the	the	DT
www-nature-com-2208	228	14	Future	Future	NNP
www-nature-com-2208	228	15	for	for	IN
www-nature-com-2208	228	16	Research	Research	NNP
www-nature-com-2208	228	17	Communications	Communications	NNPS
www-nature-com-2208	228	18	and	and	CC
www-nature-com-2208	228	19	e	e	NNP
www-nature-com-2208	228	20	-	-	NN
www-nature-com-2208	228	21	Scholarship	scholarship	NN
www-nature-com-2208	228	22	.	.	.
www-nature-com-2208	229	1	Bioscience	Bioscience	NNP
www-nature-com-2208	229	2	65	65	CD
www-nature-com-2208	229	3	,	,	,
www-nature-com-2208	229	4	635	635	CD
www-nature-com-2208	229	5	(	(	-LRB-
www-nature-com-2208	229	6	2015	2015	CD
www-nature-com-2208	229	7	)	)	-RRB-
www-nature-com-2208	229	8	.	.	.
www-nature-com-2208	230	1	Article	Article	NNP
www-nature-com-2208	230	2	  	  	_SP
www-nature-com-2208	230	3	Google	Google	NNP
www-nature-com-2208	230	4	Scholar	Scholar	NNP
www-nature-com-2208	230	5	  	  	_SP
www-nature-com-2208	230	6	11White	11White	NNP
www-nature-com-2208	230	7	,	,	,
www-nature-com-2208	230	8	E.	E.	NNP
www-nature-com-2208	230	9	et	et	NNP
www-nature-com-2208	230	10	al	al	NNP
www-nature-com-2208	230	11	.	.	.
www-nature-com-2208	231	1	Nine	nine	CD
www-nature-com-2208	231	2	simple	simple	JJ
www-nature-com-2208	231	3	ways	way	NNS
www-nature-com-2208	231	4	to	to	TO
www-nature-com-2208	231	5	make	make	VB
www-nature-com-2208	231	6	it	-PRON-	PRP
www-nature-com-2208	231	7	easier	easy	JJR
www-nature-com-2208	231	8	to	to	IN
www-nature-com-2208	231	9	(	(	-LRB-
www-nature-com-2208	231	10	re)use	re)use	VB
www-nature-com-2208	231	11	your	-PRON-	PRP$
www-nature-com-2208	231	12	data	datum	NNS
www-nature-com-2208	231	13	.	.	.
www-nature-com-2208	232	1	Ideas	Ideas	NNP
www-nature-com-2208	232	2	Ecol	Ecol	NNP
www-nature-com-2208	232	3	.	.	.
www-nature-com-2208	233	1	Evol	Evol	NNP
www-nature-com-2208	233	2	.	.	.
www-nature-com-2208	234	1	6	6	CD
www-nature-com-2208	234	2	(	(	-LRB-
www-nature-com-2208	234	3	2013	2013	CD
www-nature-com-2208	234	4	)	)	-RRB-
www-nature-com-2208	234	5	.	.	.
www-nature-com-2208	235	1	12Sandve	12sandve	CD
www-nature-com-2208	235	2	,	,	,
www-nature-com-2208	235	3	G.	G.	NNP
www-nature-com-2208	235	4	K.	K.	NNP
www-nature-com-2208	235	5	,	,	,
www-nature-com-2208	235	6	Nekrutenko	Nekrutenko	NNP
www-nature-com-2208	235	7	,	,	,
www-nature-com-2208	235	8	A.	A.	NNP
www-nature-com-2208	235	9	,	,	,
www-nature-com-2208	235	10	Taylor	Taylor	NNP
www-nature-com-2208	235	11	,	,	,
www-nature-com-2208	235	12	J.	J.	NNP
www-nature-com-2208	236	1	&	&	CC
www-nature-com-2208	236	2	Hovig	Hovig	NNP
www-nature-com-2208	236	3	,	,	,
www-nature-com-2208	236	4	E.	E.	NNP
www-nature-com-2208	236	5	Ten	Ten	NNP
www-nature-com-2208	236	6	Simple	Simple	NNP
www-nature-com-2208	236	7	Rules	Rules	NNPS
www-nature-com-2208	236	8	for	for	IN
www-nature-com-2208	236	9	Reproducible	Reproducible	NNP
www-nature-com-2208	236	10	Computational	Computational	NNP
www-nature-com-2208	236	11	Research	Research	NNP
www-nature-com-2208	236	12	.	.	.
www-nature-com-2208	237	1	PLoS	PLoS	:
www-nature-com-2208	237	2	Comput	Comput	NNP
www-nature-com-2208	237	3	.	.	.
www-nature-com-2208	238	1	Biol	Biol	NNP
www-nature-com-2208	238	2	.	.	.
www-nature-com-2208	239	1	9	9	CD
www-nature-com-2208	239	2	,	,	,
www-nature-com-2208	239	3	e1003285	e1003285	NNP
www-nature-com-2208	239	4	(	(	-LRB-
www-nature-com-2208	239	5	2013	2013	CD
www-nature-com-2208	239	6	)	)	-RRB-
www-nature-com-2208	239	7	.	.	.
www-nature-com-2208	240	1	ADS	ADS	NNP
www-nature-com-2208	240	2	  	  	_SP
www-nature-com-2208	240	3	Article	Article	NNP
www-nature-com-2208	240	4	  	  	_SP
www-nature-com-2208	240	5	Google	Google	NNP
www-nature-com-2208	240	6	Scholar	Scholar	NNP
www-nature-com-2208	240	7	  	  	_SP
www-nature-com-2208	240	8	13Altman	13Altman	NNP
www-nature-com-2208	240	9	,	,	,
www-nature-com-2208	240	10	M.	M.	NNP
www-nature-com-2208	240	11	&	&	CC
www-nature-com-2208	240	12	King	King	NNP
www-nature-com-2208	240	13	,	,	,
www-nature-com-2208	240	14	G.	G.	NNP
www-nature-com-2208	240	15	in	in	IN
www-nature-com-2208	240	16	D	D	NNP
www-nature-com-2208	240	17	-	-	HYPH
www-nature-com-2208	240	18	Lib	Lib	NNP
www-nature-com-2208	240	19	Magazine	Magazine	NNP
www-nature-com-2208	240	20	13	13	CD
www-nature-com-2208	240	21	,	,	,
www-nature-com-2208	240	22	no	no	UH
www-nature-com-2208	240	23	.	.	.
www-nature-com-2208	241	1	3/4	3/4	CD
www-nature-com-2208	241	2	(	(	-LRB-
www-nature-com-2208	241	3	2007	2007	CD
www-nature-com-2208	241	4	)	)	-RRB-
www-nature-com-2208	241	5	.	.	.
www-nature-com-2208	242	1	Google	Google	NNP
www-nature-com-2208	242	2	Scholar	Scholar	NNP
www-nature-com-2208	242	3	  	  	_SP
www-nature-com-2208	242	4	14Wolstencroft	14Wolstencroft	NNP
www-nature-com-2208	242	5	,	,	,
www-nature-com-2208	242	6	K.	K.	NNP
www-nature-com-2208	242	7	et	et	NNP
www-nature-com-2208	242	8	al	al	NNP
www-nature-com-2208	242	9	.	.	.
www-nature-com-2208	243	1	SEEK	SEEK	NNP
www-nature-com-2208	243	2	:	:	:
www-nature-com-2208	243	3	a	a	DT
www-nature-com-2208	243	4	systems	system	NNS
www-nature-com-2208	243	5	biology	biology	NN
www-nature-com-2208	243	6	data	datum	NNS
www-nature-com-2208	243	7	and	and	CC
www-nature-com-2208	243	8	model	model	NN
www-nature-com-2208	243	9	management	management	NN
www-nature-com-2208	243	10	platform	platform	NN
www-nature-com-2208	243	11	.	.	.
www-nature-com-2208	244	1	BMC	BMC	NNP
www-nature-com-2208	244	2	Syst	Syst	NNP
www-nature-com-2208	244	3	.	.	.
www-nature-com-2208	245	1	Biol	Biol	NNP
www-nature-com-2208	245	2	.	.	.
www-nature-com-2208	246	1	9	9	CD
www-nature-com-2208	246	2	,	,	,
www-nature-com-2208	246	3	33	33	CD
www-nature-com-2208	246	4	(	(	-LRB-
www-nature-com-2208	246	5	2015	2015	CD
www-nature-com-2208	246	6	)	)	-RRB-
www-nature-com-2208	246	7	.	.	.
www-nature-com-2208	247	1	Article	Article	NNP
www-nature-com-2208	247	2	  	  	_SP
www-nature-com-2208	247	3	Google	Google	NNP
www-nature-com-2208	247	4	Scholar	Scholar	NNP
www-nature-com-2208	247	5	  	  	_SP
www-nature-com-2208	247	6	15Bauch	15Bauch	NNP
www-nature-com-2208	247	7	,	,	,
www-nature-com-2208	247	8	A.	A.	NNP
www-nature-com-2208	247	9	et	et	FW
www-nature-com-2208	247	10	al	al	NNP
www-nature-com-2208	247	11	.	.	.
www-nature-com-2208	248	1	openBIS	openbis	IN
www-nature-com-2208	248	2	:	:	:
www-nature-com-2208	248	3	a	a	DT
www-nature-com-2208	248	4	flexible	flexible	JJ
www-nature-com-2208	248	5	framework	framework	NN
www-nature-com-2208	248	6	for	for	IN
www-nature-com-2208	248	7	managing	manage	VBG
www-nature-com-2208	248	8	and	and	CC
www-nature-com-2208	248	9	analyzing	analyze	VBG
www-nature-com-2208	248	10	complex	complex	JJ
www-nature-com-2208	248	11	data	datum	NNS
www-nature-com-2208	248	12	in	in	IN
www-nature-com-2208	248	13	biology	biology	NN
www-nature-com-2208	248	14	research	research	NN
www-nature-com-2208	248	15	.	.	.
www-nature-com-2208	249	1	BMC	BMC	NNP
www-nature-com-2208	249	2	Bioinformatics	Bioinformatics	NNP
www-nature-com-2208	249	3	12	12	CD
www-nature-com-2208	249	4	,	,	,
www-nature-com-2208	249	5	468	468	CD
www-nature-com-2208	249	6	(	(	-LRB-
www-nature-com-2208	249	7	2011	2011	CD
www-nature-com-2208	249	8	)	)	-RRB-
www-nature-com-2208	249	9	.	.	.
www-nature-com-2208	250	1	Article	Article	NNP
www-nature-com-2208	250	2	  	  	_SP
www-nature-com-2208	250	3	Google	Google	NNP
www-nature-com-2208	250	4	Scholar	Scholar	NNP
www-nature-com-2208	250	5	  	  	_SP
www-nature-com-2208	250	6	16Sansone	16Sansone	NNP
www-nature-com-2208	250	7	,	,	,
www-nature-com-2208	250	8	S.-A.	s.-a.	XX
www-nature-com-2208	251	1	et	et	NNP
www-nature-com-2208	251	2	al	al	NNP
www-nature-com-2208	251	3	.	.	.
www-nature-com-2208	252	1	Toward	toward	IN
www-nature-com-2208	252	2	interoperable	interoperable	JJ
www-nature-com-2208	252	3	bioscience	bioscience	NN
www-nature-com-2208	252	4	data	datum	NNS
www-nature-com-2208	252	5	.	.	.
www-nature-com-2208	253	1	Nat	Nat	NNP
www-nature-com-2208	253	2	.	.	.
www-nature-com-2208	254	1	Genet	Genet	NNP
www-nature-com-2208	254	2	.	.	.
www-nature-com-2208	255	1	44	44	CD
www-nature-com-2208	255	2	,	,	,
www-nature-com-2208	255	3	121–126	121–126	CD
www-nature-com-2208	255	4	(	(	-LRB-
www-nature-com-2208	255	5	2012	2012	CD
www-nature-com-2208	255	6	)	)	-RRB-
www-nature-com-2208	255	7	.	.	.
www-nature-com-2208	256	1	CAS	CAS	NNP
www-nature-com-2208	256	2	  	  	_SP
www-nature-com-2208	256	3	Article	Article	NNP
www-nature-com-2208	256	4	  	  	_SP
www-nature-com-2208	256	5	Google	Google	NNP
www-nature-com-2208	256	6	Scholar	Scholar	NNP
www-nature-com-2208	256	7	  	  	_SP
www-nature-com-2208	256	8	17González	17González	NNP
www-nature-com-2208	256	9	-	-	HYPH
www-nature-com-2208	256	10	Beltrán	Beltrán	NNP
www-nature-com-2208	256	11	,	,	,
www-nature-com-2208	256	12	A.	a.	NN
www-nature-com-2208	256	13	,	,	,
www-nature-com-2208	256	14	Maguire	Maguire	NNP
www-nature-com-2208	256	15	,	,	,
www-nature-com-2208	256	16	E.	E.	NNP
www-nature-com-2208	256	17	,	,	,
www-nature-com-2208	256	18	Sansone	Sansone	NNP
www-nature-com-2208	256	19	,	,	,
www-nature-com-2208	256	20	S.-A.	s.-a.	XX
www-nature-com-2208	257	1	&	&	CC
www-nature-com-2208	257	2	Rocca	Rocca	NNP
www-nature-com-2208	257	3	-	-	HYPH
www-nature-com-2208	257	4	Serra	Serra	NNP
www-nature-com-2208	257	5	,	,	,
www-nature-com-2208	257	6	P.	P.	NNP
www-nature-com-2208	257	7	linkedISA	linkedISA	NNP
www-nature-com-2208	257	8	:	:	:
www-nature-com-2208	257	9	semantic	semantic	JJ
www-nature-com-2208	257	10	representation	representation	NN
www-nature-com-2208	257	11	of	of	IN
www-nature-com-2208	257	12	ISA	ISA	NNP
www-nature-com-2208	257	13	-	-	HYPH
www-nature-com-2208	257	14	Tab	Tab	NNP
www-nature-com-2208	257	15	experimental	experimental	JJ
www-nature-com-2208	257	16	metadata	metadata	NN
www-nature-com-2208	257	17	.	.	.
www-nature-com-2208	258	1	BMC	BMC	NNP
www-nature-com-2208	258	2	Bioinformatics	Bioinformatics	NNP
www-nature-com-2208	258	3	15	15	CD
www-nature-com-2208	258	4	,	,	,
www-nature-com-2208	258	5	S4	S4	NNP
www-nature-com-2208	258	6	(	(	-LRB-
www-nature-com-2208	258	7	2014	2014	CD
www-nature-com-2208	258	8	)	)	-RRB-
www-nature-com-2208	258	9	.	.	.
www-nature-com-2208	259	1	Article	Article	NNP
www-nature-com-2208	259	2	  	  	_SP
www-nature-com-2208	259	3	Google	Google	NNP
www-nature-com-2208	259	4	Scholar	Scholar	NNP
www-nature-com-2208	259	5	  	  	_SP
www-nature-com-2208	259	6	18González	18González	NNP
www-nature-com-2208	259	7	-	-	HYPH
www-nature-com-2208	259	8	Beltrán	Beltrán	NNP
www-nature-com-2208	259	9	,	,	,
www-nature-com-2208	259	10	A.	A.	NNP
www-nature-com-2208	259	11	et	et	FW
www-nature-com-2208	259	12	al	al	NNP
www-nature-com-2208	259	13	.	.	.
www-nature-com-2208	260	1	From	from	IN
www-nature-com-2208	260	2	Peer	Peer	NNP
www-nature-com-2208	260	3	-	-	HYPH
www-nature-com-2208	260	4	Reviewed	review	VBN
www-nature-com-2208	260	5	to	to	IN
www-nature-com-2208	260	6	Peer	Peer	NNP
www-nature-com-2208	260	7	-	-	HYPH
www-nature-com-2208	260	8	Reproduced	reproduce	VBN
www-nature-com-2208	260	9	in	in	IN
www-nature-com-2208	260	10	Scholarly	Scholarly	NNP
www-nature-com-2208	260	11	Publishing	Publishing	NNP
www-nature-com-2208	260	12	:	:	:
www-nature-com-2208	260	13	The	the	DT
www-nature-com-2208	260	14	Complementary	Complementary	NNP
www-nature-com-2208	260	15	Roles	Roles	NNPS
www-nature-com-2208	260	16	of	of	IN
www-nature-com-2208	260	17	Data	Data	NNPS
www-nature-com-2208	260	18	Models	Models	NNPS
www-nature-com-2208	260	19	and	and	CC
www-nature-com-2208	260	20	Workflows	Workflows	NNPS
www-nature-com-2208	260	21	in	in	IN
www-nature-com-2208	260	22	Bioinformatics	Bioinformatics	NNP
www-nature-com-2208	260	23	.	.	.
www-nature-com-2208	261	1	PLoS	PLoS	NNP
www-nature-com-2208	261	2	ONE	one	CD
www-nature-com-2208	261	3	10	10	CD
www-nature-com-2208	261	4	,	,	,
www-nature-com-2208	261	5	e0127612	e0127612	NNP
www-nature-com-2208	261	6	(	(	-LRB-
www-nature-com-2208	261	7	2015	2015	CD
www-nature-com-2208	261	8	)	)	-RRB-
www-nature-com-2208	261	9	.	.	.
www-nature-com-2208	262	1	Article	Article	NNP
www-nature-com-2208	262	2	  	  	_SP
www-nature-com-2208	262	3	Google	Google	NNP
www-nature-com-2208	262	4	Scholar	Scholar	NNP
www-nature-com-2208	262	5	  	  	_SP
www-nature-com-2208	262	6	19Harland	19Harland	NNP
www-nature-com-2208	262	7	,	,	,
www-nature-com-2208	262	8	L.	L.	NNP
www-nature-com-2208	262	9	Open	open	JJ
www-nature-com-2208	262	10	PHACTS	PHACTS	NNP
www-nature-com-2208	262	11	:	:	:
www-nature-com-2208	262	12	A	a	DT
www-nature-com-2208	262	13	Semantic	semantic	JJ
www-nature-com-2208	262	14	Knowledge	knowledge	NN
www-nature-com-2208	262	15	Infrastructure	infrastructure	NN
www-nature-com-2208	262	16	for	for	IN
www-nature-com-2208	262	17	Public	Public	NNP
www-nature-com-2208	262	18	and	and	CC
www-nature-com-2208	262	19	Commercial	Commercial	NNP
www-nature-com-2208	262	20	Drug	Drug	NNP
www-nature-com-2208	262	21	Discovery	Discovery	NNP
www-nature-com-2208	262	22	Research	Research	NNP
www-nature-com-2208	262	23	.	.	.
www-nature-com-2208	263	1	Knowl	Knowl	NNP
www-nature-com-2208	263	2	.	.	.
www-nature-com-2208	264	1	Eng	Eng	NNP
www-nature-com-2208	264	2	.	.	.
www-nature-com-2208	265	1	Knowl	Knowl	NNP
www-nature-com-2208	265	2	.	.	.
www-nature-com-2208	266	1	Manag	Manag	NNP
www-nature-com-2208	266	2	.	.	.
www-nature-com-2208	267	1	Lect	Lect	NNP
www-nature-com-2208	267	2	.	.	.
www-nature-com-2208	268	1	Notes	Notes	NNPS
www-nature-com-2208	268	2	Comput	Comput	NNP
www-nature-com-2208	268	3	.	.	.
www-nature-com-2208	269	1	Sci	Sci	NNP
www-nature-com-2208	269	2	.	.	.
www-nature-com-2208	270	1	7603/2012	7603/2012	NNP
www-nature-com-2208	270	2	,	,	,
www-nature-com-2208	270	3	1–7	1–7	CD
www-nature-com-2208	270	4	(	(	-LRB-
www-nature-com-2208	270	5	2012	2012	CD
www-nature-com-2208	270	6	)	)	-RRB-
www-nature-com-2208	270	7	.	.	.
www-nature-com-2208	271	1	Google	Google	NNP
www-nature-com-2208	271	2	Scholar	Scholar	NNP
www-nature-com-2208	271	3	  	  	_SP
www-nature-com-2208	271	4	20Groth	20Groth	NNP
www-nature-com-2208	271	5	,	,	,
www-nature-com-2208	271	6	P.	P.	NNP
www-nature-com-2208	271	7	et	et	NNP
www-nature-com-2208	271	8	al	al	NNP
www-nature-com-2208	271	9	.	.	.
www-nature-com-2208	272	1	API	api	NN
www-nature-com-2208	272	2	-	-	HYPH
www-nature-com-2208	272	3	centric	centric	JJ
www-nature-com-2208	272	4	Linked	Linked	NNP
www-nature-com-2208	272	5	Data	Data	NNP
www-nature-com-2208	272	6	integration	integration	NN
www-nature-com-2208	272	7	:	:	:
www-nature-com-2208	272	8	The	the	DT
www-nature-com-2208	272	9	Open	open	JJ
www-nature-com-2208	272	10	PHACTS	PHACTS	NNP
www-nature-com-2208	272	11	Discovery	Discovery	NNP
www-nature-com-2208	272	12	Platform	Platform	NNP
www-nature-com-2208	272	13	case	case	NN
www-nature-com-2208	272	14	study	study	NN
www-nature-com-2208	272	15	.	.	.
www-nature-com-2208	273	1	Web	Web	NNP
www-nature-com-2208	273	2	Semant	Semant	NNP
www-nature-com-2208	273	3	.	.	.
www-nature-com-2208	274	1	Sci	Sci	NNP
www-nature-com-2208	274	2	.	.	.
www-nature-com-2208	275	1	Serv	Serv	NNP
www-nature-com-2208	275	2	.	.	.
www-nature-com-2208	276	1	Agents	agent	NNS
www-nature-com-2208	276	2	World	World	NNP
www-nature-com-2208	276	3	Wide	wide	JJ
www-nature-com-2208	276	4	Web	web	NN
www-nature-com-2208	276	5	29	29	CD
www-nature-com-2208	276	6	,	,	,
www-nature-com-2208	276	7	12–18	12–18	CD
www-nature-com-2208	276	8	(	(	-LRB-
www-nature-com-2208	276	9	2014	2014	CD
www-nature-com-2208	276	10	)	)	-RRB-
www-nature-com-2208	276	11	.	.	.
www-nature-com-2208	277	1	Article	Article	NNP
www-nature-com-2208	277	2	  	  	_SP
www-nature-com-2208	277	3	Google	Google	NNP
www-nature-com-2208	277	4	Scholar	Scholar	NNP
www-nature-com-2208	277	5	  	  	_SP
www-nature-com-2208	277	6	21Berman	21Berman	NNP
www-nature-com-2208	277	7	,	,	,
www-nature-com-2208	277	8	H.	H.	NNP
www-nature-com-2208	277	9	M.	M.	NNP
www-nature-com-2208	277	10	et	et	NNP
www-nature-com-2208	277	11	al	al	NNP
www-nature-com-2208	277	12	.	.	.
www-nature-com-2208	278	1	The	the	DT
www-nature-com-2208	278	2	Protein	Protein	NNP
www-nature-com-2208	278	3	Data	Data	NNPS
www-nature-com-2208	278	4	Bank	Bank	NNP
www-nature-com-2208	278	5	.	.	.
www-nature-com-2208	279	1	Nucleic	Nucleic	NNP
www-nature-com-2208	279	2	Acids	Acids	NNPS
www-nature-com-2208	279	3	Res	Res	NNP
www-nature-com-2208	279	4	.	.	.
www-nature-com-2208	280	1	28	28	CD
www-nature-com-2208	280	2	,	,	,
www-nature-com-2208	280	3	235–242	235–242	CD
www-nature-com-2208	280	4	(	(	-LRB-
www-nature-com-2208	280	5	2000	2000	CD
www-nature-com-2208	280	6	)	)	-RRB-
www-nature-com-2208	280	7	.	.	.
www-nature-com-2208	281	1	ADS	ADS	NNP
www-nature-com-2208	281	2	  	  	_SP
www-nature-com-2208	281	3	CAS	CAS	NNP
www-nature-com-2208	281	4	  	  	_SP
www-nature-com-2208	281	5	Article	Article	NNP
www-nature-com-2208	281	6	  	  	_SP
www-nature-com-2208	281	7	Google	Google	NNP
www-nature-com-2208	281	8	Scholar	Scholar	NNP
www-nature-com-2208	281	9	  	  	_SP
www-nature-com-2208	281	10	22Bourne	22Bourne	NNP
www-nature-com-2208	281	11	,	,	,
www-nature-com-2208	281	12	P.	P.	NNP
www-nature-com-2208	281	13	E.	E.	NNP
www-nature-com-2208	281	14	,	,	,
www-nature-com-2208	281	15	Berman	Berman	NNP
www-nature-com-2208	281	16	,	,	,
www-nature-com-2208	281	17	H.	H.	NNP
www-nature-com-2208	281	18	M.	M.	NNP
www-nature-com-2208	281	19	,	,	,
www-nature-com-2208	281	20	Watenpaugh	Watenpaugh	NNP
www-nature-com-2208	281	21	,	,	,
www-nature-com-2208	281	22	K.	K.	NNP
www-nature-com-2208	281	23	,	,	,
www-nature-com-2208	281	24	Westbrook	Westbrook	NNP
www-nature-com-2208	281	25	,	,	,
www-nature-com-2208	281	26	J.	J.	NNP
www-nature-com-2208	281	27	D.	D.	NNP
www-nature-com-2208	281	28	&	&	CC
www-nature-com-2208	281	29	Fitzgerald	Fitzgerald	NNP
www-nature-com-2208	281	30	,	,	,
www-nature-com-2208	281	31	P.	P.	NNP
www-nature-com-2208	281	32	M.	M.	NNP
www-nature-com-2208	281	33	D.	D.	NNP
www-nature-com-2208	281	34	The	The	NNP
www-nature-com-2208	281	35	macromolecular	macromolecular	JJ
www-nature-com-2208	281	36	crystallographic	crystallographic	JJ
www-nature-com-2208	281	37	information	information	NN
www-nature-com-2208	281	38	file	file	NN
www-nature-com-2208	281	39	(	(	-LRB-
www-nature-com-2208	281	40	mmCIF	mmCIF	NNP
www-nature-com-2208	281	41	)	)	-RRB-
www-nature-com-2208	281	42	.	.	.
www-nature-com-2208	282	1	Meth	Meth	NNP
www-nature-com-2208	282	2	.	.	.
www-nature-com-2208	283	1	Enzym	enzym	NN
www-nature-com-2208	283	2	277	277	CD
www-nature-com-2208	283	3	,	,	,
www-nature-com-2208	283	4	571–590	571–590	CD
www-nature-com-2208	283	5	(	(	-LRB-
www-nature-com-2208	283	6	1997	1997	CD
www-nature-com-2208	283	7	)	)	-RRB-
www-nature-com-2208	283	8	.	.	.
www-nature-com-2208	284	1	CAS	CAS	NNP
www-nature-com-2208	284	2	  	  	_SP
www-nature-com-2208	284	3	Article	Article	NNP
www-nature-com-2208	284	4	  	  	_SP
www-nature-com-2208	284	5	Google	Google	NNP
www-nature-com-2208	284	6	Scholar	Scholar	NNP
www-nature-com-2208	284	7	  	  	_SP
www-nature-com-2208	284	8	23Rose	23Rose	NNP
www-nature-com-2208	284	9	,	,	,
www-nature-com-2208	284	10	P.	P.	NNP
www-nature-com-2208	284	11	W.	W.	NNP
www-nature-com-2208	284	12	et	et	NNP
www-nature-com-2208	284	13	al	al	NNP
www-nature-com-2208	284	14	.	.	.
www-nature-com-2208	285	1	The	the	DT
www-nature-com-2208	285	2	RCSB	RCSB	NNP
www-nature-com-2208	285	3	Protein	Protein	NNP
www-nature-com-2208	285	4	Data	Data	NNPS
www-nature-com-2208	285	5	Bank	Bank	NNP
www-nature-com-2208	285	6	:	:	:
www-nature-com-2208	285	7	views	view	NNS
www-nature-com-2208	285	8	of	of	IN
www-nature-com-2208	285	9	structural	structural	JJ
www-nature-com-2208	285	10	biology	biology	NN
www-nature-com-2208	285	11	for	for	IN
www-nature-com-2208	285	12	basic	basic	JJ
www-nature-com-2208	285	13	and	and	CC
www-nature-com-2208	285	14	applied	applied	JJ
www-nature-com-2208	285	15	research	research	NN
www-nature-com-2208	285	16	and	and	CC
www-nature-com-2208	285	17	education	education	NN
www-nature-com-2208	285	18	.	.	.
www-nature-com-2208	286	1	Nucleic	Nucleic	NNP
www-nature-com-2208	286	2	Acids	Acids	NNPS
www-nature-com-2208	286	3	Res	Res	NNP
www-nature-com-2208	286	4	.	.	.
www-nature-com-2208	287	1	43	43	CD
www-nature-com-2208	287	2	,	,	,
www-nature-com-2208	287	3	D345–D356	D345–D356	NNP
www-nature-com-2208	287	4	(	(	-LRB-
www-nature-com-2208	287	5	2015	2015	CD
www-nature-com-2208	287	6	)	)	-RRB-
www-nature-com-2208	287	7	.	.	.
www-nature-com-2208	288	1	CAS	CAS	NNP
www-nature-com-2208	288	2	  	  	_SP
www-nature-com-2208	288	3	Article	Article	NNP
www-nature-com-2208	288	4	  	  	_SP
www-nature-com-2208	288	5	Google	Google	NNP
www-nature-com-2208	288	6	Scholar	Scholar	NNP
www-nature-com-2208	288	7	  	  	_SP
www-nature-com-2208	288	8	24Kinjo	24Kinjo	NNP
www-nature-com-2208	288	9	,	,	,
www-nature-com-2208	288	10	A.	A.	NNP
www-nature-com-2208	288	11	R.	R.	NNP
www-nature-com-2208	288	12	et	et	NNP
www-nature-com-2208	288	13	al	al	NNP
www-nature-com-2208	288	14	.	.	.
www-nature-com-2208	289	1	Protein	Protein	NNP
www-nature-com-2208	289	2	Data	Data	NNPS
www-nature-com-2208	289	3	Bank	Bank	NNP
www-nature-com-2208	289	4	Japan	Japan	NNP
www-nature-com-2208	289	5	(	(	-LRB-
www-nature-com-2208	289	6	PDBj	PDBj	NNP
www-nature-com-2208	289	7	)	)	-RRB-
www-nature-com-2208	289	8	:	:	:
www-nature-com-2208	289	9	maintaining	maintain	VBG
www-nature-com-2208	289	10	a	a	DT
www-nature-com-2208	289	11	structural	structural	JJ
www-nature-com-2208	289	12	data	data	NN
www-nature-com-2208	289	13	archive	archive	NN
www-nature-com-2208	289	14	and	and	CC
www-nature-com-2208	289	15	resource	resource	NN
www-nature-com-2208	289	16	description	description	NN
www-nature-com-2208	289	17	framework	framework	NN
www-nature-com-2208	289	18	format	format	NN
www-nature-com-2208	289	19	.	.	.
www-nature-com-2208	290	1	Nucleic	Nucleic	NNP
www-nature-com-2208	290	2	Acids	Acids	NNPS
www-nature-com-2208	290	3	Res	Res	NNP
www-nature-com-2208	290	4	.	.	.
www-nature-com-2208	291	1	40	40	CD
www-nature-com-2208	291	2	,	,	,
www-nature-com-2208	291	3	D453–D460	D453–D460	NNP
www-nature-com-2208	291	4	(	(	-LRB-
www-nature-com-2208	291	5	2012	2012	CD
www-nature-com-2208	291	6	)	)	-RRB-
www-nature-com-2208	291	7	.	.	.
www-nature-com-2208	292	1	CAS	CAS	NNP
www-nature-com-2208	292	2	  	  	_SP
www-nature-com-2208	292	3	Article	Article	NNP
www-nature-com-2208	292	4	  	  	_SP
www-nature-com-2208	292	5	Google	Google	NNP
www-nature-com-2208	292	6	Scholar	Scholar	NNP
www-nature-com-2208	292	7	  	  	_SP
www-nature-com-2208	292	8	25Gutmanas	25Gutmanas	NNP
www-nature-com-2208	292	9	,	,	,
www-nature-com-2208	292	10	A.	A.	NNP
www-nature-com-2208	292	11	et	et	FW
www-nature-com-2208	292	12	al	al	NNP
www-nature-com-2208	292	13	.	.	.
www-nature-com-2208	293	1	PDBe	PDBe	NNS
www-nature-com-2208	293	2	:	:	:
www-nature-com-2208	293	3	Protein	Protein	NNP
www-nature-com-2208	293	4	Data	Data	NNPS
www-nature-com-2208	293	5	Bank	Bank	NNP
www-nature-com-2208	293	6	in	in	IN
www-nature-com-2208	293	7	Europe	Europe	NNP
www-nature-com-2208	293	8	.	.	.
www-nature-com-2208	294	1	Nucleic	Nucleic	NNP
www-nature-com-2208	294	2	Acids	Acids	NNPS
www-nature-com-2208	294	3	Res	Res	NNP
www-nature-com-2208	294	4	.	.	.
www-nature-com-2208	295	1	42	42	CD
www-nature-com-2208	295	2	,	,	,
www-nature-com-2208	295	3	D285–D291	D285–D291	NNP
www-nature-com-2208	295	4	(	(	-LRB-
www-nature-com-2208	295	5	2014	2014	CD
www-nature-com-2208	295	6	)	)	-RRB-
www-nature-com-2208	295	7	.	.	.
www-nature-com-2208	296	1	CAS	CAS	NNP
www-nature-com-2208	296	2	  	  	_SP
www-nature-com-2208	296	3	Article	Article	NNP
www-nature-com-2208	296	4	  	  	_SP
www-nature-com-2208	296	5	Google	Google	NNP
www-nature-com-2208	296	6	Scholar	Scholar	NNP
www-nature-com-2208	296	7	  	  	_SP
www-nature-com-2208	296	8	26UniProt	26uniprot	CD
www-nature-com-2208	296	9	Consortium	Consortium	NNP
www-nature-com-2208	296	10	.	.	.
www-nature-com-2208	297	1	UniProt	UniProt	NNP
www-nature-com-2208	297	2	:	:	:
www-nature-com-2208	297	3	a	a	DT
www-nature-com-2208	297	4	hub	hub	NN
www-nature-com-2208	297	5	for	for	IN
www-nature-com-2208	297	6	protein	protein	NN
www-nature-com-2208	297	7	information	information	NN
www-nature-com-2208	297	8	.	.	.
www-nature-com-2208	298	1	Nucleic	Nucleic	NNP
www-nature-com-2208	298	2	Acids	Acids	NNPS
www-nature-com-2208	298	3	Res	Res	NNP
www-nature-com-2208	298	4	.	.	.
www-nature-com-2208	299	1	43	43	CD
www-nature-com-2208	299	2	,	,	,
www-nature-com-2208	299	3	D204–D212	D204–D212	NNP
www-nature-com-2208	299	4	(	(	-LRB-
www-nature-com-2208	299	5	2015	2015	CD
www-nature-com-2208	299	6	)	)	-RRB-
www-nature-com-2208	299	7	.	.	.
www-nature-com-2208	300	1	Article	Article	NNP
www-nature-com-2208	300	2	  	  	_SP
www-nature-com-2208	300	3	Google	Google	NNP
www-nature-com-2208	300	4	Scholar	Scholar	NNP
www-nature-com-2208	300	5	  	  	_SP
www-nature-com-2208	300	6	27Starr	27Starr	NNP
www-nature-com-2208	300	7	,	,	,
www-nature-com-2208	300	8	J.	J.	NNP
www-nature-com-2208	300	9	et	et	NNP
www-nature-com-2208	300	10	al	al	NNP
www-nature-com-2208	300	11	.	.	.
www-nature-com-2208	301	1	Achieving	achieve	VBG
www-nature-com-2208	301	2	human	human	NN
www-nature-com-2208	301	3	and	and	CC
www-nature-com-2208	301	4	machine	machine	NN
www-nature-com-2208	301	5	accessibility	accessibility	NN
www-nature-com-2208	301	6	of	of	IN
www-nature-com-2208	301	7	cited	cite	VBN
www-nature-com-2208	301	8	data	datum	NNS
www-nature-com-2208	301	9	in	in	IN
www-nature-com-2208	301	10	scholarly	scholarly	JJ
www-nature-com-2208	301	11	publications	publication	NNS
www-nature-com-2208	301	12	.	.	.
www-nature-com-2208	302	1	PeerJ	PeerJ	NNP
www-nature-com-2208	302	2	Comput	comput	NN
www-nature-com-2208	302	3	.	.	.
www-nature-com-2208	303	1	Sci	Sci	NNP
www-nature-com-2208	303	2	.	.	.
www-nature-com-2208	304	1	1	1	CD
www-nature-com-2208	304	2	,	,	,
www-nature-com-2208	304	3	e1	e1	NNP
www-nature-com-2208	304	4	(	(	-LRB-
www-nature-com-2208	304	5	2015	2015	CD
www-nature-com-2208	304	6	)	)	-RRB-
www-nature-com-2208	304	7	.	.	.
www-nature-com-2208	305	1	Article	Article	NNP
www-nature-com-2208	305	2	  	  	_SP
www-nature-com-2208	305	3	Google	Google	NNP
www-nature-com-2208	305	4	Scholar	Scholar	NNP
www-nature-com-2208	305	5	  	  	_SP
www-nature-com-2208	305	6	28Wilkinson	28Wilkinson	NNP
www-nature-com-2208	305	7	,	,	,
www-nature-com-2208	305	8	M.	M.	NNP
www-nature-com-2208	305	9	,	,	,
www-nature-com-2208	305	10	Dumontier	Dumontier	NNP
www-nature-com-2208	305	11	,	,	,
www-nature-com-2208	305	12	M.	M.	NNP
www-nature-com-2208	305	13	&	&	CC
www-nature-com-2208	305	14	Durbin	Durbin	NNP
www-nature-com-2208	305	15	,	,	,
www-nature-com-2208	305	16	P.	P.	NNP
www-nature-com-2208	305	17	DataFairPort	DataFairPort	NNP
www-nature-com-2208	305	18	:	:	:
www-nature-com-2208	305	19	The	the	DT
www-nature-com-2208	305	20	Perl	Perl	NNP
www-nature-com-2208	305	21	libraries	library	NNS
www-nature-com-2208	305	22	version	version	NN
www-nature-com-2208	305	23	0.231	0.231	CD
www-nature-com-2208	305	24	10.5281	10.5281	CD
www-nature-com-2208	305	25	/	/	SYM
www-nature-com-2208	305	26	zenodo.33584	zenodo.33584	NNP
www-nature-com-2208	305	27	(	(	-LRB-
www-nature-com-2208	305	28	2015	2015	CD
www-nature-com-2208	305	29	)	)	-RRB-
www-nature-com-2208	305	30	.	.	.
www-nature-com-2208	306	1	29Data	29Data	NNP
www-nature-com-2208	306	2	Citation	Citation	NNP
www-nature-com-2208	306	3	Synthesis	Synthesis	NNP
www-nature-com-2208	306	4	Group	Group	NNP
www-nature-com-2208	306	5	:	:	:
www-nature-com-2208	306	6	Joint	Joint	NNP
www-nature-com-2208	306	7	Declaration	Declaration	NNP
www-nature-com-2208	306	8	of	of	IN
www-nature-com-2208	306	9	Data	Data	NNP
www-nature-com-2208	306	10	Citation	Citation	NNP
www-nature-com-2208	306	11	Principles	Principles	NNPS
www-nature-com-2208	306	12	.	.	.
www-nature-com-2208	307	1	San	San	NNP
www-nature-com-2208	307	2	Diego	Diego	NNP
www-nature-com-2208	307	3	CA	CA	NNP
www-nature-com-2208	307	4	:	:	:
www-nature-com-2208	307	5	FORCE11	force11	VB
www-nature-com-2208	307	6	https://www.force11.org/datacitation	https://www.force11.org/datacitation	NN
www-nature-com-2208	307	7	(	(	-LRB-
www-nature-com-2208	307	8	2014	2014	CD
www-nature-com-2208	307	9	)	)	-RRB-
www-nature-com-2208	307	10	.	.	.
www-nature-com-2208	308	1	30Ohno	30Ohno	NNP
www-nature-com-2208	308	2	-	-	HYPH
www-nature-com-2208	308	3	machado	machado	NNP
www-nature-com-2208	308	4	,	,	,
www-nature-com-2208	308	5	L.	L.	NNP
www-nature-com-2208	308	6	et	et	NNP
www-nature-com-2208	308	7	al	al	NNP
www-nature-com-2208	308	8	.	.	.
www-nature-com-2208	309	1	NIH	NIH	NNP
www-nature-com-2208	309	2	BD2	BD2	NNP
www-nature-com-2208	309	3	K	K	NNP
www-nature-com-2208	309	4	bioCADDIE	bioCADDIE	NNP
www-nature-com-2208	309	5	white	white	JJ
www-nature-com-2208	309	6	paper	paper	NN
www-nature-com-2208	309	7	—	—	:
www-nature-com-2208	309	8	Data	Data	NNP
www-nature-com-2208	309	9	Discovery	Discovery	NNP
www-nature-com-2208	309	10	Index	Index	NNP
www-nature-com-2208	309	11	.	.	.
www-nature-com-2208	310	1	http://dx.doi.org/10.6084/m9.figshare.1362572	http://dx.doi.org/10.6084/m9.figshare.1362572	NNP
www-nature-com-2208	310	2	(	(	-LRB-
www-nature-com-2208	310	3	2015	2015	CD
www-nature-com-2208	310	4	)	)	-RRB-
www-nature-com-2208	310	5	.	.	.
www-nature-com-2208	311	1	31NIH	31nih	CD
www-nature-com-2208	311	2	BD2	BD2	NNP
www-nature-com-2208	311	3	K	K	NNP
www-nature-com-2208	311	4	bioCADDIE	bioCADDIE	NNP
www-nature-com-2208	311	5	WG3	WG3	NNP
www-nature-com-2208	311	6	Members	Members	NNPS
www-nature-com-2208	311	7	.	.	.
www-nature-com-2208	312	1	WG3-MetadataSpecifications	wg3-metadataspecification	NNS
www-nature-com-2208	312	2	:	:	:
www-nature-com-2208	312	3	NIH	NIH	NNP
www-nature-com-2208	312	4	BD2	BD2	NNP
www-nature-com-2208	312	5	K	K	NNP
www-nature-com-2208	312	6	bioCADDIE	bioCADDIE	NNP
www-nature-com-2208	312	7	Data	Data	NNP
www-nature-com-2208	312	8	Discovery	Discovery	NNP
www-nature-com-2208	312	9	Index	Index	NNP
www-nature-com-2208	312	10	WG3	WG3	NNP
www-nature-com-2208	312	11	Metadata	Metadata	NNP
www-nature-com-2208	312	12	Specification	Specification	NNP
www-nature-com-2208	312	13	v1	v1	NN
www-nature-com-2208	312	14	doi:10.5281	doi:10.5281	NN
www-nature-com-2208	312	15	/	/	SYM
www-nature-com-2208	312	16	zenodo.28019	zenodo.28019	NNP
www-nature-com-2208	312	17	(	(	-LRB-
www-nature-com-2208	312	18	2015	2015	CD
www-nature-com-2208	312	19	)	)	-RRB-
www-nature-com-2208	312	20	.	.	.
www-nature-com-2208	313	1	32Musen	32Musen	NNP
www-nature-com-2208	313	2	,	,	,
www-nature-com-2208	313	3	M.	M.	NNP
www-nature-com-2208	313	4	A.	A.	NNP
www-nature-com-2208	313	5	et	et	FW
www-nature-com-2208	313	6	al	al	NNP
www-nature-com-2208	313	7	.	.	.
www-nature-com-2208	314	1	The	the	DT
www-nature-com-2208	314	2	center	center	NN
www-nature-com-2208	314	3	for	for	IN
www-nature-com-2208	314	4	expanded	expand	VBN
www-nature-com-2208	314	5	data	datum	NNS
www-nature-com-2208	314	6	annotation	annotation	NN
www-nature-com-2208	314	7	and	and	CC
www-nature-com-2208	314	8	retrieval	retrieval	NN
www-nature-com-2208	314	9	.	.	.
www-nature-com-2208	315	1	J.	J.	NNP
www-nature-com-2208	316	1	Am	Am	NNP
www-nature-com-2208	316	2	.	.	.
www-nature-com-2208	317	1	Med	Med	NNP
www-nature-com-2208	317	2	.	.	.
www-nature-com-2208	318	1	Informatics	Informatics	NNP
www-nature-com-2208	318	2	Assoc	Assoc	NNP
www-nature-com-2208	318	3	.	.	.
www-nature-com-2208	319	1	22	22	CD
www-nature-com-2208	319	2	,	,	,
www-nature-com-2208	319	3	1148–1152	1148–1152	CD
www-nature-com-2208	319	4	(	(	-LRB-
www-nature-com-2208	319	5	2015	2015	CD
www-nature-com-2208	319	6	)	)	-RRB-
www-nature-com-2208	319	7	.	.	.
www-nature-com-2208	320	1	Google	Google	NNP
www-nature-com-2208	320	2	Scholar	Scholar	NNP
www-nature-com-2208	320	3	  	  	_SP
www-nature-com-2208	320	4	Download	Download	NNP
www-nature-com-2208	320	5	references	reference	NNS
www-nature-com-2208	320	6	Acknowledgements	acknowledgement	NNS
www-nature-com-2208	320	7	The	the	DT
www-nature-com-2208	320	8	original	original	JJ
www-nature-com-2208	320	9	Lorentz	Lorentz	NNP
www-nature-com-2208	320	10	Workshop	Workshop	NNP
www-nature-com-2208	320	11	‘	'	``
www-nature-com-2208	320	12	Jointly	jointly	RB
www-nature-com-2208	320	13	Designing	design	VBG
www-nature-com-2208	320	14	a	a	DT
www-nature-com-2208	320	15	Data	Data	NNP
www-nature-com-2208	320	16	FAIRport	fairport	NN
www-nature-com-2208	320	17	’	'	''
www-nature-com-2208	320	18	was	be	VBD
www-nature-com-2208	320	19	organized	organize	VBN
www-nature-com-2208	320	20	by	by	IN
www-nature-com-2208	320	21	Barend	Barend	NNP
www-nature-com-2208	320	22	Mons	Mons	NNPS
www-nature-com-2208	320	23	in	in	IN
www-nature-com-2208	320	24	collaboration	collaboration	NN
www-nature-com-2208	320	25	with	with	IN
www-nature-com-2208	320	26	and	and	CC
www-nature-com-2208	320	27	co	co	JJ
www-nature-com-2208	320	28	-	-	VBN
www-nature-com-2208	320	29	sponsored	sponsor	VBN
www-nature-com-2208	320	30	by	by	IN
www-nature-com-2208	320	31	the	the	DT
www-nature-com-2208	320	32	Lorentz	Lorentz	NNP
www-nature-com-2208	320	33	center	center	NN
www-nature-com-2208	320	34	,	,	,
www-nature-com-2208	320	35	The	the	DT
www-nature-com-2208	320	36	Dutch	dutch	JJ
www-nature-com-2208	320	37	Techcenter	Techcenter	NNP
www-nature-com-2208	320	38	for	for	IN
www-nature-com-2208	320	39	the	the	DT
www-nature-com-2208	320	40	Life	Life	NNP
www-nature-com-2208	320	41	Sciences	Sciences	NNPS
www-nature-com-2208	320	42	and	and	CC
www-nature-com-2208	320	43	the	the	DT
www-nature-com-2208	320	44	Netherlands	Netherlands	NNP
www-nature-com-2208	320	45	eScience	eScience	NNP
www-nature-com-2208	320	46	Center	Center	NNP
www-nature-com-2208	320	47	.	.	.
www-nature-com-2208	321	1	The	the	DT
www-nature-com-2208	321	2	principles	principle	NNS
www-nature-com-2208	321	3	and	and	CC
www-nature-com-2208	321	4	themes	theme	NNS
www-nature-com-2208	321	5	described	describe	VBN
www-nature-com-2208	321	6	in	in	IN
www-nature-com-2208	321	7	this	this	DT
www-nature-com-2208	321	8	manuscript	manuscript	NN
www-nature-com-2208	321	9	represent	represent	VBP
www-nature-com-2208	321	10	the	the	DT
www-nature-com-2208	321	11	significant	significant	JJ
www-nature-com-2208	321	12	voluntary	voluntary	JJ
www-nature-com-2208	321	13	contributions	contribution	NNS
www-nature-com-2208	321	14	and	and	CC
www-nature-com-2208	321	15	participation	participation	NN
www-nature-com-2208	321	16	of	of	IN
www-nature-com-2208	321	17	the	the	DT
www-nature-com-2208	321	18	authors	author	NNS
www-nature-com-2208	321	19	at	at	IN
www-nature-com-2208	321	20	,	,	,
www-nature-com-2208	321	21	and/or	and/or	CC
www-nature-com-2208	321	22	subsequent	subsequent	JJ
www-nature-com-2208	321	23	to	to	IN
www-nature-com-2208	321	24	,	,	,
www-nature-com-2208	321	25	this	this	DT
www-nature-com-2208	321	26	workshop	workshop	NN
www-nature-com-2208	321	27	and	and	CC
www-nature-com-2208	321	28	from	from	IN
www-nature-com-2208	321	29	the	the	DT
www-nature-com-2208	321	30	wider	wide	JJR
www-nature-com-2208	321	31	Force11	Force11	NNP
www-nature-com-2208	321	32	,	,	,
www-nature-com-2208	321	33	BD2	BD2	NNP
www-nature-com-2208	321	34	K	K	NNP
www-nature-com-2208	321	35	and	and	CC
www-nature-com-2208	321	36	ELIXIR	ELIXIR	NNP
www-nature-com-2208	321	37	communities	community	NNS
www-nature-com-2208	321	38	.	.	.
www-nature-com-2208	322	1	We	-PRON-	PRP
www-nature-com-2208	322	2	also	also	RB
www-nature-com-2208	322	3	acknowledge	acknowledge	VBP
www-nature-com-2208	322	4	and	and	CC
www-nature-com-2208	322	5	thank	thank	VBP
www-nature-com-2208	322	6	the	the	DT
www-nature-com-2208	322	7	organizers	organizer	NNS
www-nature-com-2208	322	8	and	and	CC
www-nature-com-2208	322	9	backers	backer	NNS
www-nature-com-2208	322	10	of	of	IN
www-nature-com-2208	322	11	the	the	DT
www-nature-com-2208	322	12	NBDC	NBDC	NNP
www-nature-com-2208	322	13	/	/	SYM
www-nature-com-2208	322	14	DBCLS	DBCLS	NNP
www-nature-com-2208	322	15	BioHackathon	BioHackathon	NNP
www-nature-com-2208	322	16	2015	2015	CD
www-nature-com-2208	322	17	,	,	,
www-nature-com-2208	322	18	where	where	WRB
www-nature-com-2208	322	19	several	several	JJ
www-nature-com-2208	322	20	of	of	IN
www-nature-com-2208	322	21	the	the	DT
www-nature-com-2208	322	22	authors	author	NNS
www-nature-com-2208	322	23	made	make	VBD
www-nature-com-2208	322	24	significant	significant	JJ
www-nature-com-2208	322	25	revisions	revision	NNS
www-nature-com-2208	322	26	to	to	IN
www-nature-com-2208	322	27	the	the	DT
www-nature-com-2208	322	28	FAIR	FAIR	NNP
www-nature-com-2208	322	29	Principles	Principles	NNPS
www-nature-com-2208	322	30	.	.	.
www-nature-com-2208	323	1	Author	author	NN
www-nature-com-2208	323	2	information	information	NN
www-nature-com-2208	323	3	Affiliations	Affiliations	NNPS
www-nature-com-2208	323	4	Center	Center	NNP
www-nature-com-2208	323	5	for	for	IN
www-nature-com-2208	323	6	Plant	Plant	NNP
www-nature-com-2208	323	7	Biotechnology	Biotechnology	NNP
www-nature-com-2208	323	8	and	and	CC
www-nature-com-2208	323	9	Genomics	Genomics	NNP
www-nature-com-2208	323	10	,	,	,
www-nature-com-2208	323	11	Universidad	Universidad	NNP
www-nature-com-2208	323	12	Politécnica	Politécnica	NNP
www-nature-com-2208	323	13	de	de	NNP
www-nature-com-2208	323	14	Madrid	Madrid	NNP
www-nature-com-2208	323	15	,	,	,
www-nature-com-2208	323	16	Madrid	Madrid	NNP
www-nature-com-2208	323	17	,	,	,
www-nature-com-2208	323	18	28223	28223	CD
www-nature-com-2208	323	19	,	,	,
www-nature-com-2208	323	20	Spain	Spain	NNP
www-nature-com-2208	323	21	Mark	Mark	NNP
www-nature-com-2208	323	22	D.	D.	NNP
www-nature-com-2208	323	23	Wilkinson	Wilkinson	NNP
www-nature-com-2208	323	24	Stanford	Stanford	NNP
www-nature-com-2208	323	25	University	University	NNP
www-nature-com-2208	323	26	,	,	,
www-nature-com-2208	323	27	Stanford	Stanford	NNP
www-nature-com-2208	323	28	,	,	,
www-nature-com-2208	323	29	94305	94305	CD
www-nature-com-2208	323	30	-	-	SYM
www-nature-com-2208	323	31	5411	5411	CD
www-nature-com-2208	323	32	,	,	,
www-nature-com-2208	323	33	USA	USA	NNP
www-nature-com-2208	323	34	Michel	Michel	NNP
www-nature-com-2208	323	35	Dumontier	Dumontier	NNP
www-nature-com-2208	323	36	Elsevier	Elsevier	NNP
www-nature-com-2208	323	37	,	,	,
www-nature-com-2208	323	38	,	,	,
www-nature-com-2208	323	39	Amsterdam	Amsterdam	NNP
www-nature-com-2208	323	40	,	,	,
www-nature-com-2208	323	41	1043	1043	CD
www-nature-com-2208	323	42	NX	NX	NNP
www-nature-com-2208	323	43	,	,	,
www-nature-com-2208	323	44	The	the	DT
www-nature-com-2208	323	45	Netherlands	Netherlands	NNP
www-nature-com-2208	323	46	IJsbrand	IJsbrand	NNP
www-nature-com-2208	323	47	Jan	Jan	NNP
www-nature-com-2208	323	48	Aalbersberg	Aalbersberg	NNP
www-nature-com-2208	323	49	,	,	,
www-nature-com-2208	323	50	 	  	_SP
www-nature-com-2208	323	51	Gabrielle	Gabrielle	NNP
www-nature-com-2208	323	52	Appleton	Appleton	NNP
www-nature-com-2208	323	53	,	,	,
www-nature-com-2208	323	54	 	  	_SP
www-nature-com-2208	323	55	Olivier	Olivier	NNP
www-nature-com-2208	323	56	Dumon	Dumon	NNP
www-nature-com-2208	323	57	 	  	_SP
www-nature-com-2208	323	58	&	&	CC
www-nature-com-2208	323	59	 	  	_SP
www-nature-com-2208	323	60	Paul	Paul	NNP
www-nature-com-2208	323	61	Groth	Groth	NNP
www-nature-com-2208	323	62	Nature	Nature	NNP
www-nature-com-2208	323	63	Genetics	Genetics	NNPS
www-nature-com-2208	323	64	,	,	,
www-nature-com-2208	323	65	New	New	NNP
www-nature-com-2208	323	66	York	York	NNP
www-nature-com-2208	323	67	,	,	,
www-nature-com-2208	323	68	10004	10004	CD
www-nature-com-2208	323	69	-	-	SYM
www-nature-com-2208	323	70	1562	1562	CD
www-nature-com-2208	323	71	,	,	,
www-nature-com-2208	323	72	USA	USA	NNP
www-nature-com-2208	323	73	Myles	Myles	NNP
www-nature-com-2208	323	74	Axton	Axton	NNP
www-nature-com-2208	323	75	Euretos	Euretos	NNP
www-nature-com-2208	323	76	and	and	CC
www-nature-com-2208	323	77	Phortos	Phortos	NNP
www-nature-com-2208	323	78	Consultants	Consultants	NNP
www-nature-com-2208	323	79	,	,	,
www-nature-com-2208	323	80	Rotterdam	Rotterdam	NNP
www-nature-com-2208	323	81	,	,	,
www-nature-com-2208	323	82	2741	2741	CD
www-nature-com-2208	323	83	CA	CA	NNP
www-nature-com-2208	323	84	,	,	,
www-nature-com-2208	323	85	The	the	DT
www-nature-com-2208	323	86	Netherlands	Netherlands	NNP
www-nature-com-2208	323	87	Arie	Arie	NNP
www-nature-com-2208	323	88	Baak	Baak	NNP
www-nature-com-2208	323	89	ELIXIR	ELIXIR	NNP
www-nature-com-2208	323	90	,	,	,
www-nature-com-2208	323	91	Wellcome	Wellcome	NNP
www-nature-com-2208	323	92	Genome	Genome	NNP
www-nature-com-2208	323	93	Campus	Campus	NNP
www-nature-com-2208	323	94	,	,	,
www-nature-com-2208	323	95	Hinxton	Hinxton	NNP
www-nature-com-2208	323	96	,	,	,
www-nature-com-2208	323	97	CB10	CB10	NNP
www-nature-com-2208	323	98	1SA	1SA	NNP
www-nature-com-2208	323	99	,	,	,
www-nature-com-2208	323	100	UK	UK	NNP
www-nature-com-2208	323	101	Niklas	Niklas	NNP
www-nature-com-2208	323	102	Blomberg	Blomberg	NNP
www-nature-com-2208	323	103	Lygature	Lygature	NNP
www-nature-com-2208	323	104	,	,	,
www-nature-com-2208	323	105	Eindhoven	Eindhoven	NNP
www-nature-com-2208	323	106	,	,	,
www-nature-com-2208	323	107	5656	5656	CD
www-nature-com-2208	323	108	AG	AG	NNP
www-nature-com-2208	323	109	,	,	,
www-nature-com-2208	323	110	The	the	DT
www-nature-com-2208	323	111	Netherlands	Netherlands	NNP
www-nature-com-2208	323	112	Jan	Jan	NNP
www-nature-com-2208	323	113	-	-	HYPH
www-nature-com-2208	323	114	Willem	Willem	NNP
www-nature-com-2208	323	115	Boiten	Boiten	NNP
www-nature-com-2208	323	116	Vrije	Vrije	NNP
www-nature-com-2208	323	117	Universiteit	Universiteit	NNP
www-nature-com-2208	323	118	Amsterdam	Amsterdam	NNP
www-nature-com-2208	323	119	,	,	,
www-nature-com-2208	323	120	Dutch	Dutch	NNP
www-nature-com-2208	323	121	Techcenter	Techcenter	NNP
www-nature-com-2208	323	122	for	for	IN
www-nature-com-2208	323	123	Life	Life	NNP
www-nature-com-2208	323	124	Sciences	Sciences	NNPS
www-nature-com-2208	323	125	,	,	,
www-nature-com-2208	323	126	Amsterdam	Amsterdam	NNP
www-nature-com-2208	323	127	,	,	,
www-nature-com-2208	323	128	1081	1081	CD
www-nature-com-2208	323	129	HV	HV	NNP
www-nature-com-2208	323	130	,	,	,
www-nature-com-2208	323	131	The	the	DT
www-nature-com-2208	323	132	Netherlands	Netherlands	NNP
www-nature-com-2208	323	133	Luiz	Luiz	NNP
www-nature-com-2208	323	134	Bonino	Bonino	NNP
www-nature-com-2208	323	135	da	da	NNP
www-nature-com-2208	323	136	Silva	Silva	NNP
www-nature-com-2208	323	137	Santos	Santos	NNP
www-nature-com-2208	323	138	Office	Office	NNP
www-nature-com-2208	323	139	of	of	IN
www-nature-com-2208	323	140	the	the	DT
www-nature-com-2208	323	141	Director	Director	NNP
www-nature-com-2208	323	142	,	,	,
www-nature-com-2208	323	143	National	National	NNP
www-nature-com-2208	323	144	Institutes	Institutes	NNPS
www-nature-com-2208	323	145	of	of	IN
www-nature-com-2208	323	146	Health	Health	NNP
www-nature-com-2208	323	147	,	,	,
www-nature-com-2208	323	148	Rockville	Rockville	NNP
www-nature-com-2208	323	149	,	,	,
www-nature-com-2208	323	150	20892	20892	CD
www-nature-com-2208	323	151	,	,	,
www-nature-com-2208	323	152	USA	USA	NNP
www-nature-com-2208	323	153	Philip	Philip	NNP
www-nature-com-2208	323	154	E.	E.	NNP
www-nature-com-2208	323	155	Bourne	Bourne	NNP
www-nature-com-2208	323	156	TNO	TNO	NNP
www-nature-com-2208	323	157	,	,	,
www-nature-com-2208	323	158	Zeist	Zeist	NNP
www-nature-com-2208	323	159	,	,	,
www-nature-com-2208	323	160	3700	3700	CD
www-nature-com-2208	323	161	AJ	AJ	NNP
www-nature-com-2208	323	162	,	,	,
www-nature-com-2208	323	163	The	the	DT
www-nature-com-2208	323	164	Netherlands	Netherlands	NNP
www-nature-com-2208	323	165	Jildau	Jildau	NNP
www-nature-com-2208	323	166	Bouwman	Bouwman	NNP
www-nature-com-2208	323	167	Department	Department	NNP
www-nature-com-2208	323	168	of	of	IN
www-nature-com-2208	323	169	Genetics	Genetics	NNP
www-nature-com-2208	323	170	,	,	,
www-nature-com-2208	323	171	University	University	NNP
www-nature-com-2208	323	172	of	of	IN
www-nature-com-2208	323	173	Leicester	Leicester	NNP
www-nature-com-2208	323	174	,	,	,
www-nature-com-2208	323	175	Leicester	Leicester	NNP
www-nature-com-2208	323	176	,	,	,
www-nature-com-2208	323	177	LE1	LE1	NNP
www-nature-com-2208	323	178	7RH	7RH	NNP
www-nature-com-2208	323	179	,	,	,
www-nature-com-2208	323	180	UK	UK	NNP
www-nature-com-2208	323	181	Anthony	Anthony	NNP
www-nature-com-2208	323	182	J.	J.	NNP
www-nature-com-2208	323	183	Brookes	Brookes	NNP
www-nature-com-2208	323	184	Harvard	Harvard	NNP
www-nature-com-2208	323	185	Medical	Medical	NNP
www-nature-com-2208	323	186	School	School	NNP
www-nature-com-2208	323	187	,	,	,
www-nature-com-2208	323	188	Boston	Boston	NNP
www-nature-com-2208	323	189	,	,	,
www-nature-com-2208	323	190	MA	MA	NNP
www-nature-com-2208	323	191	02115	02115	CD
www-nature-com-2208	323	192	,	,	,
www-nature-com-2208	323	193	Massachusetts	Massachusetts	NNP
www-nature-com-2208	323	194	,	,	,
www-nature-com-2208	323	195	USA	USA	NNP
www-nature-com-2208	323	196	Tim	Tim	NNP
www-nature-com-2208	323	197	Clark	Clark	NNP
www-nature-com-2208	323	198	Harvard	Harvard	NNP
www-nature-com-2208	323	199	University	University	NNP
www-nature-com-2208	323	200	,	,	,
www-nature-com-2208	323	201	Cambridge	Cambridge	NNP
www-nature-com-2208	323	202	,	,	,
www-nature-com-2208	323	203	MA	MA	NNP
www-nature-com-2208	323	204	02138	02138	CD
www-nature-com-2208	323	205	,	,	,
www-nature-com-2208	323	206	Massachusetts	Massachusetts	NNP
www-nature-com-2208	323	207	,	,	,
www-nature-com-2208	323	208	USA	USA	NNP
www-nature-com-2208	323	209	Mercè	Mercè	NNP
www-nature-com-2208	323	210	Crosas	Crosas	NNP
www-nature-com-2208	323	211	Data	Data	NNP
www-nature-com-2208	323	212	Archiving	Archiving	NNP
www-nature-com-2208	323	213	and	and	CC
www-nature-com-2208	323	214	Networked	Networked	NNP
www-nature-com-2208	323	215	Services	Services	NNPS
www-nature-com-2208	323	216	(	(	-LRB-
www-nature-com-2208	323	217	DANS	DANS	NNP
www-nature-com-2208	323	218	)	)	-RRB-
www-nature-com-2208	323	219	,	,	,
www-nature-com-2208	323	220	The	the	DT
www-nature-com-2208	323	221	Hague	Hague	NNP
www-nature-com-2208	323	222	,	,	,
www-nature-com-2208	323	223	2593	2593	CD
www-nature-com-2208	323	224	HW	HW	NNP
www-nature-com-2208	323	225	,	,	,
www-nature-com-2208	323	226	The	the	DT
www-nature-com-2208	323	227	Netherlands	Netherlands	NNP
www-nature-com-2208	323	228	Ingrid	Ingrid	NNP
www-nature-com-2208	323	229	Dillo	Dillo	NNP
www-nature-com-2208	323	230	GigaScience	GigaScience	NNP
www-nature-com-2208	323	231	,	,	,
www-nature-com-2208	323	232	Beijing	Beijing	NNP
www-nature-com-2208	323	233	Genomics	Genomics	NNP
www-nature-com-2208	323	234	Institute	Institute	NNP
www-nature-com-2208	323	235	,	,	,
www-nature-com-2208	323	236	Shenzhen	Shenzhen	NNP
www-nature-com-2208	323	237	,	,	,
www-nature-com-2208	323	238	518083	518083	CD
www-nature-com-2208	323	239	,	,	,
www-nature-com-2208	323	240	China	China	NNP
www-nature-com-2208	323	241	Scott	Scott	NNP
www-nature-com-2208	323	242	Edmunds	Edmunds	NNP
www-nature-com-2208	323	243	Department	Department	NNP
www-nature-com-2208	323	244	of	of	IN
www-nature-com-2208	323	245	Bioinformatics	Bioinformatics	NNP
www-nature-com-2208	323	246	,	,	,
www-nature-com-2208	323	247	Maastricht	Maastricht	NNP
www-nature-com-2208	323	248	University	University	NNP
www-nature-com-2208	323	249	,	,	,
www-nature-com-2208	323	250	Maastricht	Maastricht	NNP
www-nature-com-2208	323	251	,	,	,
www-nature-com-2208	323	252	6200	6200	CD
www-nature-com-2208	323	253	MD	MD	NNP
www-nature-com-2208	323	254	,	,	,
www-nature-com-2208	323	255	The	the	DT
www-nature-com-2208	323	256	Netherlands	Netherlands	NNP
www-nature-com-2208	323	257	Chris	Chris	NNP
www-nature-com-2208	323	258	T.	T.	NNP
www-nature-com-2208	323	259	Evelo	Evelo	NNP
www-nature-com-2208	323	260	Wageningen	Wageningen	NNP
www-nature-com-2208	323	261	UR	UR	NNP
www-nature-com-2208	323	262	Plant	Plant	NNP
www-nature-com-2208	323	263	Breeding	Breeding	NNP
www-nature-com-2208	323	264	,	,	,
www-nature-com-2208	323	265	Wageningen	Wageningen	NNP
www-nature-com-2208	323	266	,	,	,
www-nature-com-2208	323	267	6708	6708	CD
www-nature-com-2208	323	268	PB	PB	NNP
www-nature-com-2208	323	269	,	,	,
www-nature-com-2208	323	270	The	the	DT
www-nature-com-2208	323	271	Netherlands	Netherlands	NNP
www-nature-com-2208	323	272	Richard	Richard	NNP
www-nature-com-2208	323	273	Finkers	Finkers	NNP
www-nature-com-2208	323	274	Oxford	Oxford	NNP
www-nature-com-2208	323	275	e	e	NNP
www-nature-com-2208	323	276	-	-	:
www-nature-com-2208	323	277	Research	Research	NNP
www-nature-com-2208	323	278	Center	Center	NNP
www-nature-com-2208	323	279	,	,	,
www-nature-com-2208	323	280	University	University	NNP
www-nature-com-2208	323	281	of	of	IN
www-nature-com-2208	323	282	Oxford	Oxford	NNP
www-nature-com-2208	323	283	,	,	,
www-nature-com-2208	323	284	Oxford	Oxford	NNP
www-nature-com-2208	323	285	,	,	,
www-nature-com-2208	323	286	OX1	OX1	NNP
www-nature-com-2208	323	287	3QG	3QG	NNP
www-nature-com-2208	323	288	,	,	,
www-nature-com-2208	323	289	UK	UK	NNP
www-nature-com-2208	323	290	Alejandra	Alejandra	NNP
www-nature-com-2208	323	291	Gonzalez	Gonzalez	NNP
www-nature-com-2208	323	292	-	-	HYPH
www-nature-com-2208	323	293	Beltran	Beltran	NNP
www-nature-com-2208	323	294	,	,	,
www-nature-com-2208	323	295	 	  	_SP
www-nature-com-2208	323	296	Philippe	Philippe	NNP
www-nature-com-2208	323	297	Rocca	Rocca	NNP
www-nature-com-2208	323	298	-	-	HYPH
www-nature-com-2208	323	299	Serra	Serra	NNP
www-nature-com-2208	323	300	 	  	_SP
www-nature-com-2208	323	301	&	&	CC
www-nature-com-2208	323	302	 	  	_SP
www-nature-com-2208	323	303	Susanna	Susanna	NNP
www-nature-com-2208	323	304	-	-	HYPH
www-nature-com-2208	323	305	Assunta	Assunta	NNP
www-nature-com-2208	323	306	Sansone	Sansone	NNP
www-nature-com-2208	323	307	Heriot	Heriot	NNP
www-nature-com-2208	323	308	-	-	HYPH
www-nature-com-2208	323	309	Watt	Watt	NNP
www-nature-com-2208	323	310	University	University	NNP
www-nature-com-2208	323	311	,	,	,
www-nature-com-2208	323	312	Edinburgh	Edinburgh	NNP
www-nature-com-2208	323	313	,	,	,
www-nature-com-2208	323	314	EH14	EH14	NNP
www-nature-com-2208	323	315	4AS	4as	CD
www-nature-com-2208	323	316	,	,	,
www-nature-com-2208	323	317	UK	UK	NNP
www-nature-com-2208	323	318	Alasdair	Alasdair	NNP
www-nature-com-2208	323	319	J.G.	J.G.	NNP
www-nature-com-2208	324	1	Gray	Gray	NNP
www-nature-com-2208	324	2	School	School	NNP
www-nature-com-2208	324	3	of	of	IN
www-nature-com-2208	324	4	Computer	Computer	NNP
www-nature-com-2208	324	5	Science	Science	NNP
www-nature-com-2208	324	6	,	,	,
www-nature-com-2208	324	7	University	University	NNP
www-nature-com-2208	324	8	of	of	IN
www-nature-com-2208	324	9	Manchester	Manchester	NNP
www-nature-com-2208	324	10	,	,	,
www-nature-com-2208	324	11	Manchester	Manchester	NNP
www-nature-com-2208	324	12	,	,	,
www-nature-com-2208	324	13	M13	M13	NNP
www-nature-com-2208	324	14	9PL	9PL	NNP
www-nature-com-2208	324	15	,	,	,
www-nature-com-2208	324	16	UK	UK	NNP
www-nature-com-2208	324	17	Carole	Carole	NNP
www-nature-com-2208	324	18	Goble	Goble	NNP
www-nature-com-2208	324	19	Center	Center	NNP
www-nature-com-2208	324	20	for	for	IN
www-nature-com-2208	324	21	Research	Research	NNP
www-nature-com-2208	324	22	in	in	IN
www-nature-com-2208	324	23	Biological	Biological	NNP
www-nature-com-2208	324	24	Systems	Systems	NNP
www-nature-com-2208	324	25	,	,	,
www-nature-com-2208	324	26	School	School	NNP
www-nature-com-2208	324	27	of	of	IN
www-nature-com-2208	324	28	Medicine	Medicine	NNP
www-nature-com-2208	324	29	,	,	,
www-nature-com-2208	324	30	University	University	NNP
www-nature-com-2208	324	31	of	of	IN
www-nature-com-2208	324	32	California	California	NNP
www-nature-com-2208	324	33	San	San	NNP
www-nature-com-2208	324	34	Diego	Diego	NNP
www-nature-com-2208	324	35	,	,	,
www-nature-com-2208	324	36	,	,	,
www-nature-com-2208	324	37	La	La	NNP
www-nature-com-2208	324	38	Jolla	Jolla	NNP
www-nature-com-2208	324	39	,	,	,
www-nature-com-2208	324	40	92093	92093	CD
www-nature-com-2208	324	41	-	-	HYPH
www-nature-com-2208	324	42	0446	0446	CD
www-nature-com-2208	324	43	,	,	,
www-nature-com-2208	324	44	California	California	NNP
www-nature-com-2208	324	45	,	,	,
www-nature-com-2208	324	46	USA	USA	NNP
www-nature-com-2208	324	47	Jeffrey	Jeffrey	NNP
www-nature-com-2208	324	48	S.	S.	NNP
www-nature-com-2208	324	49	Grethe	Grethe	NNP
www-nature-com-2208	324	50	Dutch	Dutch	NNP
www-nature-com-2208	324	51	Techcenter	Techcenter	NNP
www-nature-com-2208	324	52	for	for	IN
www-nature-com-2208	324	53	the	the	DT
www-nature-com-2208	324	54	Life	Life	NNP
www-nature-com-2208	324	55	Sciences	Sciences	NNPS
www-nature-com-2208	324	56	,	,	,
www-nature-com-2208	324	57	Utrecht	Utrecht	NNP
www-nature-com-2208	324	58	,	,	,
www-nature-com-2208	324	59	3501	3501	CD
www-nature-com-2208	324	60	DE	DE	NNP
www-nature-com-2208	324	61	,	,	,
www-nature-com-2208	324	62	The	the	DT
www-nature-com-2208	324	63	Netherlands	Netherlands	NNP
www-nature-com-2208	324	64	Jaap	Jaap	NNP
www-nature-com-2208	324	65	Heringa	Heringa	NNP
www-nature-com-2208	324	66	 	  	_SP
www-nature-com-2208	324	67	&	&	CC
www-nature-com-2208	324	68	 	  	_SP
www-nature-com-2208	324	69	Ruben	Ruben	NNP
www-nature-com-2208	324	70	Kok	Kok	NNP
www-nature-com-2208	324	71	Department	Department	NNP
www-nature-com-2208	324	72	of	of	IN
www-nature-com-2208	324	73	Human	Human	NNP
www-nature-com-2208	324	74	Genetics	Genetics	NNPS
www-nature-com-2208	324	75	,	,	,
www-nature-com-2208	324	76	Leiden	Leiden	NNP
www-nature-com-2208	324	77	University	University	NNP
www-nature-com-2208	324	78	Medical	Medical	NNP
www-nature-com-2208	324	79	Center	Center	NNP
www-nature-com-2208	324	80	,	,	,
www-nature-com-2208	324	81	Dutch	Dutch	NNP
www-nature-com-2208	324	82	Techcenter	Techcenter	NNP
www-nature-com-2208	324	83	for	for	IN
www-nature-com-2208	324	84	the	the	DT
www-nature-com-2208	324	85	Life	Life	NNP
www-nature-com-2208	324	86	Sciences	Sciences	NNPS
www-nature-com-2208	324	87	,	,	,
www-nature-com-2208	324	88	Leiden	Leiden	NNP
www-nature-com-2208	324	89	,	,	,
www-nature-com-2208	324	90	2300	2300	CD
www-nature-com-2208	324	91	RC	rc	NN
www-nature-com-2208	324	92	,	,	,
www-nature-com-2208	324	93	The	the	DT
www-nature-com-2208	324	94	Netherlands	Netherlands	NNP
www-nature-com-2208	324	95	Peter	Peter	NNP
www-nature-com-2208	324	96	A.C	A.C	NNP
www-nature-com-2208	324	97	’	'	''
www-nature-com-2208	324	98	t	t	NNP
www-nature-com-2208	324	99	Hoen	Hoen	NNP
www-nature-com-2208	324	100	Dutch	Dutch	NNP
www-nature-com-2208	324	101	TechCenter	TechCenter	NNP
www-nature-com-2208	324	102	for	for	IN
www-nature-com-2208	324	103	Life	Life	NNP
www-nature-com-2208	324	104	Sciences	Sciences	NNPS
www-nature-com-2208	324	105	and	and	CC
www-nature-com-2208	324	106	ELIXIR	ELIXIR	NNP
www-nature-com-2208	324	107	-	-	HYPH
www-nature-com-2208	324	108	NL	NL	NNP
www-nature-com-2208	324	109	,	,	,
www-nature-com-2208	324	110	Utrecht	Utrecht	NNP
www-nature-com-2208	324	111	,	,	,
www-nature-com-2208	324	112	3501	3501	CD
www-nature-com-2208	324	113	DE	DE	NNP
www-nature-com-2208	324	114	,	,	,
www-nature-com-2208	324	115	The	the	DT
www-nature-com-2208	324	116	Netherlands	Netherlands	NNP
www-nature-com-2208	324	117	Rob	Rob	NNP
www-nature-com-2208	324	118	Hooft	Hooft	NNP
www-nature-com-2208	324	119	VU	VU	NNP
www-nature-com-2208	324	120	University	University	NNP
www-nature-com-2208	324	121	Amsterdam	Amsterdam	NNP
www-nature-com-2208	324	122	,	,	,
www-nature-com-2208	324	123	Amsterdam	Amsterdam	NNP
www-nature-com-2208	324	124	,	,	,
www-nature-com-2208	324	125	1081	1081	CD
www-nature-com-2208	324	126	HV	HV	NNP
www-nature-com-2208	324	127	,	,	,
www-nature-com-2208	324	128	The	the	DT
www-nature-com-2208	324	129	Netherlands	Netherlands	NNP
www-nature-com-2208	324	130	Tobias	Tobias	NNP
www-nature-com-2208	324	131	Kuhn	Kuhn	NNP
www-nature-com-2208	324	132	Leiden	Leiden	NNP
www-nature-com-2208	324	133	Center	Center	NNP
www-nature-com-2208	324	134	of	of	IN
www-nature-com-2208	324	135	Data	Data	NNP
www-nature-com-2208	324	136	Science	Science	NNP
www-nature-com-2208	324	137	,	,	,
www-nature-com-2208	324	138	Leiden	Leiden	NNP
www-nature-com-2208	324	139	University	University	NNP
www-nature-com-2208	324	140	,	,	,
www-nature-com-2208	324	141	Leiden	Leiden	NNP
www-nature-com-2208	324	142	,	,	,
www-nature-com-2208	324	143	2300	2300	CD
www-nature-com-2208	324	144	RA	RA	NNP
www-nature-com-2208	324	145	,	,	,
www-nature-com-2208	324	146	The	the	DT
www-nature-com-2208	324	147	Netherlands	Netherlands	NNP
www-nature-com-2208	324	148	Joost	Joost	NNP
www-nature-com-2208	324	149	Kok	Kok	NNP
www-nature-com-2208	324	150	Netherlands	Netherlands	NNP
www-nature-com-2208	324	151	eScience	eScience	NNP
www-nature-com-2208	324	152	Center	Center	NNP
www-nature-com-2208	324	153	,	,	,
www-nature-com-2208	324	154	Amsterdam	Amsterdam	NNP
www-nature-com-2208	324	155	,	,	,
www-nature-com-2208	324	156	1098	1098	CD
www-nature-com-2208	324	157	XG	XG	NNP
www-nature-com-2208	324	158	,	,	,
www-nature-com-2208	324	159	The	the	DT
www-nature-com-2208	324	160	Netherlands	Netherlands	NNP
www-nature-com-2208	324	161	Scott	Scott	NNP
www-nature-com-2208	324	162	J.	J.	NNP
www-nature-com-2208	324	163	Lusher	Lusher	NNP
www-nature-com-2208	324	164	National	National	NNP
www-nature-com-2208	324	165	Center	Center	NNP
www-nature-com-2208	324	166	for	for	IN
www-nature-com-2208	324	167	Microscopy	Microscopy	NNP
www-nature-com-2208	324	168	and	and	CC
www-nature-com-2208	324	169	Imaging	Imaging	NNP
www-nature-com-2208	324	170	Research	Research	NNP
www-nature-com-2208	324	171	,	,	,
www-nature-com-2208	324	172	UCSD	UCSD	NNP
www-nature-com-2208	324	173	,	,	,
www-nature-com-2208	324	174	San	San	NNP
www-nature-com-2208	324	175	Diego	Diego	NNP
www-nature-com-2208	324	176	,	,	,
www-nature-com-2208	324	177	92103	92103	CD
www-nature-com-2208	324	178	,	,	,
www-nature-com-2208	324	179	USA	USA	NNP
www-nature-com-2208	324	180	Maryann	Maryann	NNP
www-nature-com-2208	324	181	E.	E.	NNP
www-nature-com-2208	324	182	Martone	Martone	NNP
www-nature-com-2208	324	183	Phortos	Phortos	NNP
www-nature-com-2208	324	184	Consultants	Consultants	NNPS
www-nature-com-2208	324	185	,	,	,
www-nature-com-2208	324	186	San	San	NNP
www-nature-com-2208	324	187	Diego	Diego	NNP
www-nature-com-2208	324	188	,	,	,
www-nature-com-2208	324	189	92011	92011	CD
www-nature-com-2208	324	190	,	,	,
www-nature-com-2208	324	191	USA	USA	NNP
www-nature-com-2208	324	192	Albert	Albert	NNP
www-nature-com-2208	324	193	Mons	Mons	NNP
www-nature-com-2208	324	194	SciELO	SciELO	NNP
www-nature-com-2208	324	195	/	/	SYM
www-nature-com-2208	324	196	FAPESP	FAPESP	NNP
www-nature-com-2208	324	197	Program	Program	NNP
www-nature-com-2208	324	198	,	,	,
www-nature-com-2208	324	199	UNIFESP	UNIFESP	NNP
www-nature-com-2208	324	200	Foundation	Foundation	NNP
www-nature-com-2208	324	201	,	,	,
www-nature-com-2208	324	202	São	São	NNP
www-nature-com-2208	324	203	Paulo	Paulo	NNP
www-nature-com-2208	324	204	,	,	,
www-nature-com-2208	324	205	05468	05468	CD
www-nature-com-2208	324	206	-	-	SYM
www-nature-com-2208	324	207	901	901	CD
www-nature-com-2208	324	208	,	,	,
www-nature-com-2208	324	209	Brazil	Brazil	NNP
www-nature-com-2208	324	210	Abel	Abel	NNP
www-nature-com-2208	324	211	L.	L.	NNP
www-nature-com-2208	324	212	Packer	Packer	NNP
www-nature-com-2208	324	213	Bioinformatics	Bioinformatics	NNP
www-nature-com-2208	324	214	Infrastructure	Infrastructure	NNP
www-nature-com-2208	324	215	for	for	IN
www-nature-com-2208	324	216	Life	Life	NNP
www-nature-com-2208	324	217	Sciences	Sciences	NNPS
www-nature-com-2208	324	218	(	(	-LRB-
www-nature-com-2208	324	219	BILS	BILS	NNP
www-nature-com-2208	324	220	)	)	-RRB-
www-nature-com-2208	324	221	,	,	,
www-nature-com-2208	324	222	Science	Science	NNP
www-nature-com-2208	324	223	for	for	IN
www-nature-com-2208	324	224	Life	Life	NNP
www-nature-com-2208	324	225	Laboratory	Laboratory	NNP
www-nature-com-2208	324	226	,	,	,
www-nature-com-2208	324	227	Dept	Dept	NNP
www-nature-com-2208	324	228	of	of	IN
www-nature-com-2208	324	229	Cell	Cell	NNP
www-nature-com-2208	324	230	and	and	CC
www-nature-com-2208	324	231	Molecular	Molecular	NNP
www-nature-com-2208	324	232	Biology	Biology	NNP
www-nature-com-2208	324	233	,	,	,
www-nature-com-2208	324	234	Uppsala	Uppsala	NNP
www-nature-com-2208	324	235	University	University	NNP
www-nature-com-2208	324	236	,	,	,
www-nature-com-2208	324	237	Uppsala	Uppsala	NNP
www-nature-com-2208	324	238	,	,	,
www-nature-com-2208	324	239	S-751	S-751	NNP
www-nature-com-2208	324	240	24	24	CD
www-nature-com-2208	324	241	,	,	,
www-nature-com-2208	324	242	Sweden	Sweden	NNP
www-nature-com-2208	324	243	Bengt	Bengt	NNP
www-nature-com-2208	324	244	Persson	Persson	NNP
www-nature-com-2208	324	245	Leiden	Leiden	NNP
www-nature-com-2208	324	246	University	University	NNP
www-nature-com-2208	324	247	Medical	Medical	NNP
www-nature-com-2208	324	248	Center	Center	NNP
www-nature-com-2208	324	249	,	,	,
www-nature-com-2208	324	250	Leiden	Leiden	NNP
www-nature-com-2208	324	251	,	,	,
www-nature-com-2208	324	252	2333	2333	CD
www-nature-com-2208	324	253	ZA	ZA	NNP
www-nature-com-2208	324	254	,	,	,
www-nature-com-2208	324	255	The	the	DT
www-nature-com-2208	324	256	Netherlands	Netherlands	NNP
www-nature-com-2208	324	257	Marco	Marco	NNP
www-nature-com-2208	324	258	Roos	Roos	NNP
www-nature-com-2208	324	259	 	  	_SP
www-nature-com-2208	324	260	&	&	CC
www-nature-com-2208	324	261	 	  	_SP
www-nature-com-2208	324	262	Mark	Mark	NNP
www-nature-com-2208	324	263	Thompson	Thompson	NNP
www-nature-com-2208	324	264	Bayer	Bayer	NNP
www-nature-com-2208	324	265	CropScience	CropScience	NNP
www-nature-com-2208	324	266	,	,	,
www-nature-com-2208	324	267	Gent	Gent	NNP
www-nature-com-2208	324	268	Area	Area	NNP
www-nature-com-2208	324	269	,	,	,
www-nature-com-2208	324	270	1831	1831	CD
www-nature-com-2208	324	271	,	,	,
www-nature-com-2208	324	272	Belgium	Belgium	NNP
www-nature-com-2208	324	273	Rene	Rene	NNP
www-nature-com-2208	324	274	van	van	NNP
www-nature-com-2208	324	275	Schaik	Schaik	NNP
www-nature-com-2208	324	276	Leiden	Leiden	NNP
www-nature-com-2208	324	277	Institute	Institute	NNP
www-nature-com-2208	324	278	for	for	IN
www-nature-com-2208	324	279	Advanced	Advanced	NNP
www-nature-com-2208	324	280	Computer	Computer	NNP
www-nature-com-2208	324	281	Science	Science	NNP
www-nature-com-2208	324	282	,	,	,
www-nature-com-2208	324	283	Leiden	Leiden	NNP
www-nature-com-2208	324	284	University	University	NNP
www-nature-com-2208	324	285	Medical	Medical	NNP
www-nature-com-2208	324	286	Center	Center	NNP
www-nature-com-2208	324	287	,	,	,
www-nature-com-2208	324	288	Leiden	Leiden	NNP
www-nature-com-2208	324	289	,	,	,
www-nature-com-2208	324	290	2300	2300	CD
www-nature-com-2208	324	291	RA	RA	NNP
www-nature-com-2208	324	292	,	,	,
www-nature-com-2208	324	293	The	the	DT
www-nature-com-2208	324	294	Netherlands	Netherlands	NNP
www-nature-com-2208	324	295	Erik	Erik	NNP
www-nature-com-2208	324	296	Schultes	Schultes	NNP
www-nature-com-2208	324	297	Swiss	Swiss	NNP
www-nature-com-2208	324	298	Institute	Institute	NNP
www-nature-com-2208	324	299	of	of	IN
www-nature-com-2208	324	300	Bioinformatics	Bioinformatics	NNP
www-nature-com-2208	324	301	and	and	CC
www-nature-com-2208	324	302	University	University	NNP
www-nature-com-2208	324	303	of	of	IN
www-nature-com-2208	324	304	Basel	Basel	NNP
www-nature-com-2208	324	305	,	,	,
www-nature-com-2208	324	306	Basel	Basel	NNP
www-nature-com-2208	324	307	,	,	,
www-nature-com-2208	324	308	4056	4056	CD
www-nature-com-2208	324	309	,	,	,
www-nature-com-2208	324	310	Switzerland	Switzerland	NNP
www-nature-com-2208	324	311	Thierry	Thierry	NNP
www-nature-com-2208	324	312	Sengstag	Sengstag	NNP
www-nature-com-2208	324	313	Cray	Cray	NNP
www-nature-com-2208	324	314	,	,	,
www-nature-com-2208	324	315	Inc.	Inc.	NNP
www-nature-com-2208	324	316	,	,	,
www-nature-com-2208	324	317	Seattle	Seattle	NNP
www-nature-com-2208	324	318	,	,	,
www-nature-com-2208	324	319	98164	98164	CD
www-nature-com-2208	324	320	,	,	,
www-nature-com-2208	324	321	USA	USA	NNP
www-nature-com-2208	324	322	Ted	Ted	NNP
www-nature-com-2208	324	323	Slater	Slater	NNP
www-nature-com-2208	324	324	Unaffiliated	Unaffiliated	NNP
www-nature-com-2208	324	325	George	George	NNP
www-nature-com-2208	324	326	Strawn	Strawn	NNP
www-nature-com-2208	324	327	University	University	NNP
www-nature-com-2208	324	328	Medical	Medical	NNP
www-nature-com-2208	324	329	Center	Center	NNP
www-nature-com-2208	324	330	Groningen	Groningen	NNP
www-nature-com-2208	324	331	(	(	-LRB-
www-nature-com-2208	324	332	UMCG	UMCG	NNP
www-nature-com-2208	324	333	)	)	-RRB-
www-nature-com-2208	324	334	,	,	,
www-nature-com-2208	324	335	University	University	NNP
www-nature-com-2208	324	336	of	of	IN
www-nature-com-2208	324	337	Groningen	Groningen	NNP
www-nature-com-2208	324	338	,	,	,
www-nature-com-2208	324	339	Groningen	Groningen	NNP
www-nature-com-2208	324	340	,	,	,
www-nature-com-2208	324	341	9713	9713	CD
www-nature-com-2208	324	342	GZ	GZ	NNP
www-nature-com-2208	324	343	,	,	,
www-nature-com-2208	324	344	The	the	DT
www-nature-com-2208	324	345	Netherlands	Netherlands	NNP
www-nature-com-2208	324	346	Morris	Morris	NNP
www-nature-com-2208	324	347	A.	A.	NNP
www-nature-com-2208	324	348	Swertz	Swertz	NNP
www-nature-com-2208	324	349	Erasmus	Erasmus	NNP
www-nature-com-2208	324	350	MC	MC	NNP
www-nature-com-2208	324	351	,	,	,
www-nature-com-2208	324	352	Rotterdam	Rotterdam	NNP
www-nature-com-2208	324	353	,	,	,
www-nature-com-2208	324	354	3015	3015	CD
www-nature-com-2208	324	355	CE	CE	NNP
www-nature-com-2208	324	356	,	,	,
www-nature-com-2208	324	357	The	the	DT
www-nature-com-2208	324	358	Netherlands	Netherlands	NNP
www-nature-com-2208	324	359	Johan	Johan	NNP
www-nature-com-2208	324	360	van	van	NNP
www-nature-com-2208	324	361	der	der	NNP
www-nature-com-2208	324	362	Lei	Lei	NNP
www-nature-com-2208	324	363	 	  	_SP
www-nature-com-2208	324	364	&	&	CC
www-nature-com-2208	324	365	 	  	_SP
www-nature-com-2208	324	366	Erik	Erik	NNP
www-nature-com-2208	324	367	van	van	NNP
www-nature-com-2208	324	368	Mulligen	Mulligen	NNP
www-nature-com-2208	324	369	Independent	Independent	NNP
www-nature-com-2208	324	370	Open	Open	NNP
www-nature-com-2208	324	371	Access	Access	NNP
www-nature-com-2208	324	372	and	and	CC
www-nature-com-2208	324	373	Open	Open	NNP
www-nature-com-2208	324	374	Science	Science	NNP
www-nature-com-2208	324	375	Advocate	Advocate	NNP
www-nature-com-2208	324	376	,	,	,
www-nature-com-2208	324	377	Guildford	Guildford	NNP
www-nature-com-2208	324	378	,	,	,
www-nature-com-2208	324	379	GU1	GU1	NNP
www-nature-com-2208	324	380	3PW	3pw	CD
www-nature-com-2208	324	381	,	,	,
www-nature-com-2208	324	382	UK	UK	NNP
www-nature-com-2208	324	383	Jan	Jan	NNP
www-nature-com-2208	324	384	Velterop	Velterop	NNP
www-nature-com-2208	324	385	Micelio	Micelio	NNP
www-nature-com-2208	324	386	,	,	,
www-nature-com-2208	324	387	Antwerp	Antwerp	NNP
www-nature-com-2208	324	388	,	,	,
www-nature-com-2208	324	389	2180	2180	CD
www-nature-com-2208	324	390	,	,	,
www-nature-com-2208	324	391	Belgium	Belgium	NNP
www-nature-com-2208	324	392	Andra	Andra	NNP
www-nature-com-2208	324	393	Waagmeester	Waagmeester	NNP
www-nature-com-2208	324	394	Max	Max	NNP
www-nature-com-2208	324	395	Planck	Planck	NNP
www-nature-com-2208	324	396	Compute	Compute	NNP
www-nature-com-2208	324	397	and	and	CC
www-nature-com-2208	324	398	Data	Data	NNP
www-nature-com-2208	324	399	Facility	Facility	NNP
www-nature-com-2208	324	400	,	,	,
www-nature-com-2208	324	401	MPS	MPS	NNP
www-nature-com-2208	324	402	,	,	,
www-nature-com-2208	324	403	Garching	Garching	NNP
www-nature-com-2208	324	404	,	,	,
www-nature-com-2208	324	405	85748	85748	CD
www-nature-com-2208	324	406	,	,	,
www-nature-com-2208	324	407	Germany	Germany	NNP
www-nature-com-2208	324	408	Peter	Peter	NNP
www-nature-com-2208	324	409	Wittenburg	Wittenburg	NNP
www-nature-com-2208	324	410	Leiden	Leiden	NNP
www-nature-com-2208	324	411	Institute	Institute	NNP
www-nature-com-2208	324	412	of	of	IN
www-nature-com-2208	324	413	Advanced	Advanced	NNP
www-nature-com-2208	324	414	Computer	Computer	NNP
www-nature-com-2208	324	415	Science	Science	NNP
www-nature-com-2208	324	416	,	,	,
www-nature-com-2208	324	417	Leiden	Leiden	NNP
www-nature-com-2208	324	418	University	University	NNP
www-nature-com-2208	324	419	,	,	,
www-nature-com-2208	324	420	Leiden	Leiden	NNP
www-nature-com-2208	324	421	,	,	,
www-nature-com-2208	324	422	2333	2333	CD
www-nature-com-2208	324	423	CA	CA	NNP
www-nature-com-2208	324	424	,	,	,
www-nature-com-2208	324	425	The	the	DT
www-nature-com-2208	324	426	Netherlands	Netherlands	NNP
www-nature-com-2208	324	427	Katherine	Katherine	NNP
www-nature-com-2208	324	428	Wolstencroft	Wolstencroft	NNP
www-nature-com-2208	324	429	Department	Department	NNP
www-nature-com-2208	324	430	of	of	IN
www-nature-com-2208	324	431	Computer	Computer	NNP
www-nature-com-2208	324	432	Science	Science	NNP
www-nature-com-2208	324	433	,	,	,
www-nature-com-2208	324	434	Oxford	Oxford	NNP
www-nature-com-2208	324	435	University	University	NNP
www-nature-com-2208	324	436	,	,	,
www-nature-com-2208	324	437	Oxford	Oxford	NNP
www-nature-com-2208	324	438	,	,	,
www-nature-com-2208	324	439	OX1	OX1	NNP
www-nature-com-2208	324	440	3QD	3qd	CD
www-nature-com-2208	324	441	,	,	,
www-nature-com-2208	324	442	UK	UK	NNP
www-nature-com-2208	324	443	Jun	Jun	NNP
www-nature-com-2208	324	444	Zhao	Zhao	NNP
www-nature-com-2208	324	445	Leiden	Leiden	NNP
www-nature-com-2208	324	446	University	University	NNP
www-nature-com-2208	324	447	Medical	Medical	NNP
www-nature-com-2208	324	448	Center	Center	NNP
www-nature-com-2208	324	449	,	,	,
www-nature-com-2208	324	450	Leiden	Leiden	NNP
www-nature-com-2208	324	451	and	and	CC
www-nature-com-2208	324	452	Dutch	Dutch	NNP
www-nature-com-2208	324	453	TechCenter	TechCenter	NNP
www-nature-com-2208	324	454	for	for	IN
www-nature-com-2208	324	455	Life	Life	NNP
www-nature-com-2208	324	456	Sciences	Sciences	NNPS
www-nature-com-2208	324	457	,	,	,
www-nature-com-2208	324	458	Utrecht	Utrecht	NNP
www-nature-com-2208	324	459	,	,	,
www-nature-com-2208	324	460	2333	2333	CD
www-nature-com-2208	324	461	ZA	ZA	NNP
www-nature-com-2208	324	462	,	,	,
www-nature-com-2208	324	463	The	the	DT
www-nature-com-2208	324	464	Netherlands	Netherlands	NNP
www-nature-com-2208	324	465	Barend	Barend	NNP
www-nature-com-2208	324	466	Mons	mon	NNS
www-nature-com-2208	324	467	Netherlands	Netherlands	NNP
www-nature-com-2208	324	468	eScience	eScience	NNP
www-nature-com-2208	324	469	Center	Center	NNP
www-nature-com-2208	324	470	,	,	,
www-nature-com-2208	324	471	Amsterdam	Amsterdam	NNP
www-nature-com-2208	324	472	,	,	,
www-nature-com-2208	324	473	1098	1098	CD
www-nature-com-2208	324	474	XG	XG	NNP
www-nature-com-2208	324	475	,	,	,
www-nature-com-2208	324	476	The	the	DT
www-nature-com-2208	324	477	Netherlands	Netherlands	NNP
www-nature-com-2208	324	478	Barend	Barend	NNP
www-nature-com-2208	324	479	Mons	Mons	NNPS
www-nature-com-2208	324	480	Erasmus	Erasmus	NNP
www-nature-com-2208	324	481	MC	MC	NNP
www-nature-com-2208	324	482	,	,	,
www-nature-com-2208	324	483	Rotterdam	Rotterdam	NNP
www-nature-com-2208	324	484	,	,	,
www-nature-com-2208	324	485	3015	3015	CD
www-nature-com-2208	324	486	CE	CE	NNP
www-nature-com-2208	324	487	,	,	,
www-nature-com-2208	324	488	The	the	DT
www-nature-com-2208	324	489	Netherlands	Netherlands	NNP
www-nature-com-2208	324	490	Barend	Barend	NNP
www-nature-com-2208	324	491	Mons	Mons	NNP
www-nature-com-2208	324	492	Authors	Authors	NNP
www-nature-com-2208	324	493	Mark	Mark	NNP
www-nature-com-2208	324	494	D.	D.	NNP
www-nature-com-2208	324	495	WilkinsonView	WilkinsonView	NNP
www-nature-com-2208	324	496	author	author	NN
www-nature-com-2208	324	497	publications	publication	NNS
www-nature-com-2208	324	498	You	-PRON-	PRP
www-nature-com-2208	324	499	can	can	MD
www-nature-com-2208	324	500	also	also	RB
www-nature-com-2208	324	501	search	search	VB
www-nature-com-2208	324	502	for	for	IN
www-nature-com-2208	324	503	this	this	DT
www-nature-com-2208	324	504	author	author	NN
www-nature-com-2208	324	505	in	in	IN
www-nature-com-2208	324	506	PubMed	PubMed	NNP
www-nature-com-2208	324	507	 	  	_SP
www-nature-com-2208	324	508	Google	Google	NNP
www-nature-com-2208	324	509	Scholar	Scholar	NNP
www-nature-com-2208	324	510	Michel	Michel	NNP
www-nature-com-2208	324	511	DumontierView	DumontierView	NNP
www-nature-com-2208	324	512	author	author	NN
www-nature-com-2208	324	513	publications	publication	NNS
www-nature-com-2208	324	514	You	-PRON-	PRP
www-nature-com-2208	324	515	can	can	MD
www-nature-com-2208	324	516	also	also	RB
www-nature-com-2208	324	517	search	search	VB
www-nature-com-2208	324	518	for	for	IN
www-nature-com-2208	324	519	this	this	DT
www-nature-com-2208	324	520	author	author	NN
www-nature-com-2208	324	521	in	in	IN
www-nature-com-2208	324	522	PubMed	PubMed	NNP
www-nature-com-2208	324	523	 	  	_SP
www-nature-com-2208	324	524	Google	Google	NNP
www-nature-com-2208	324	525	Scholar	Scholar	NNP
www-nature-com-2208	324	526	IJsbrand	IJsbrand	NNP
www-nature-com-2208	324	527	Jan	Jan	NNP
www-nature-com-2208	324	528	AalbersbergView	AalbersbergView	NNP
www-nature-com-2208	324	529	author	author	NN
www-nature-com-2208	324	530	publications	publication	NNS
www-nature-com-2208	324	531	You	-PRON-	PRP
www-nature-com-2208	324	532	can	can	MD
www-nature-com-2208	324	533	also	also	RB
www-nature-com-2208	324	534	search	search	VB
www-nature-com-2208	324	535	for	for	IN
www-nature-com-2208	324	536	this	this	DT
www-nature-com-2208	324	537	author	author	NN
www-nature-com-2208	324	538	in	in	IN
www-nature-com-2208	324	539	PubMed	PubMed	NNP
www-nature-com-2208	324	540	 	  	_SP
www-nature-com-2208	324	541	Google	Google	NNP
www-nature-com-2208	324	542	Scholar	Scholar	NNP
www-nature-com-2208	324	543	Gabrielle	Gabrielle	NNP
www-nature-com-2208	324	544	AppletonView	AppletonView	NNP
www-nature-com-2208	324	545	author	author	NN
www-nature-com-2208	324	546	publications	publication	NNS
www-nature-com-2208	324	547	You	-PRON-	PRP
www-nature-com-2208	324	548	can	can	MD
www-nature-com-2208	324	549	also	also	RB
www-nature-com-2208	324	550	search	search	VB
www-nature-com-2208	324	551	for	for	IN
www-nature-com-2208	324	552	this	this	DT
www-nature-com-2208	324	553	author	author	NN
www-nature-com-2208	324	554	in	in	IN
www-nature-com-2208	324	555	PubMed	PubMed	NNP
www-nature-com-2208	324	556	 	  	_SP
www-nature-com-2208	324	557	Google	Google	NNP
www-nature-com-2208	324	558	Scholar	Scholar	NNP
www-nature-com-2208	324	559	Myles	Myles	NNPS
www-nature-com-2208	324	560	AxtonView	AxtonView	NNP
www-nature-com-2208	324	561	author	author	NN
www-nature-com-2208	324	562	publications	publication	NNS
www-nature-com-2208	324	563	You	-PRON-	PRP
www-nature-com-2208	324	564	can	can	MD
www-nature-com-2208	324	565	also	also	RB
www-nature-com-2208	324	566	search	search	VB
www-nature-com-2208	324	567	for	for	IN
www-nature-com-2208	324	568	this	this	DT
www-nature-com-2208	324	569	author	author	NN
www-nature-com-2208	324	570	in	in	IN
www-nature-com-2208	324	571	PubMed	PubMed	NNP
www-nature-com-2208	324	572	 	  	_SP
www-nature-com-2208	324	573	Google	Google	NNP
www-nature-com-2208	324	574	Scholar	Scholar	NNP
www-nature-com-2208	324	575	Arie	Arie	NNP
www-nature-com-2208	324	576	BaakView	BaakView	NNP
www-nature-com-2208	324	577	author	author	NN
www-nature-com-2208	324	578	publications	publication	NNS
www-nature-com-2208	324	579	You	-PRON-	PRP
www-nature-com-2208	324	580	can	can	MD
www-nature-com-2208	324	581	also	also	RB
www-nature-com-2208	324	582	search	search	VB
www-nature-com-2208	324	583	for	for	IN
www-nature-com-2208	324	584	this	this	DT
www-nature-com-2208	324	585	author	author	NN
www-nature-com-2208	324	586	in	in	IN
www-nature-com-2208	324	587	PubMed	PubMed	NNP
www-nature-com-2208	324	588	 	  	_SP
www-nature-com-2208	324	589	Google	Google	NNP
www-nature-com-2208	324	590	Scholar	Scholar	NNP
www-nature-com-2208	324	591	Niklas	Niklas	NNP
www-nature-com-2208	324	592	BlombergView	BlombergView	NNP
www-nature-com-2208	324	593	author	author	NN
www-nature-com-2208	324	594	publications	publication	NNS
www-nature-com-2208	324	595	You	-PRON-	PRP
www-nature-com-2208	324	596	can	can	MD
www-nature-com-2208	324	597	also	also	RB
www-nature-com-2208	324	598	search	search	VB
www-nature-com-2208	324	599	for	for	IN
www-nature-com-2208	324	600	this	this	DT
www-nature-com-2208	324	601	author	author	NN
www-nature-com-2208	324	602	in	in	IN
www-nature-com-2208	324	603	PubMed	PubMed	NNP
www-nature-com-2208	324	604	 	  	_SP
www-nature-com-2208	324	605	Google	Google	NNP
www-nature-com-2208	324	606	Scholar	Scholar	NNP
www-nature-com-2208	324	607	Jan	Jan	NNP
www-nature-com-2208	324	608	-	-	HYPH
www-nature-com-2208	324	609	Willem	Willem	NNP
www-nature-com-2208	324	610	BoitenView	BoitenView	NNP
www-nature-com-2208	324	611	author	author	NN
www-nature-com-2208	324	612	publications	publication	NNS
www-nature-com-2208	324	613	You	-PRON-	PRP
www-nature-com-2208	324	614	can	can	MD
www-nature-com-2208	324	615	also	also	RB
www-nature-com-2208	324	616	search	search	VB
www-nature-com-2208	324	617	for	for	IN
www-nature-com-2208	324	618	this	this	DT
www-nature-com-2208	324	619	author	author	NN
www-nature-com-2208	324	620	in	in	IN
www-nature-com-2208	324	621	PubMed	PubMed	NNP
www-nature-com-2208	324	622	 	  	_SP
www-nature-com-2208	324	623	Google	Google	NNP
www-nature-com-2208	324	624	Scholar	Scholar	NNP
www-nature-com-2208	324	625	Luiz	Luiz	NNP
www-nature-com-2208	324	626	Bonino	Bonino	NNP
www-nature-com-2208	324	627	da	da	NNP
www-nature-com-2208	324	628	Silva	Silva	NNP
www-nature-com-2208	324	629	SantosView	SantosView	NNP
www-nature-com-2208	324	630	author	author	NN
www-nature-com-2208	324	631	publications	publication	NNS
www-nature-com-2208	324	632	You	-PRON-	PRP
www-nature-com-2208	324	633	can	can	MD
www-nature-com-2208	324	634	also	also	RB
www-nature-com-2208	324	635	search	search	VB
www-nature-com-2208	324	636	for	for	IN
www-nature-com-2208	324	637	this	this	DT
www-nature-com-2208	324	638	author	author	NN
www-nature-com-2208	324	639	in	in	IN
www-nature-com-2208	324	640	PubMed	PubMed	NNP
www-nature-com-2208	324	641	 	  	_SP
www-nature-com-2208	324	642	Google	Google	NNP
www-nature-com-2208	324	643	Scholar	Scholar	NNP
www-nature-com-2208	324	644	Philip	Philip	NNP
www-nature-com-2208	324	645	E.	E.	NNP
www-nature-com-2208	324	646	BourneView	BourneView	NNP
www-nature-com-2208	324	647	author	author	NN
www-nature-com-2208	324	648	publications	publication	NNS
www-nature-com-2208	324	649	You	-PRON-	PRP
www-nature-com-2208	324	650	can	can	MD
www-nature-com-2208	324	651	also	also	RB
www-nature-com-2208	324	652	search	search	VB
www-nature-com-2208	324	653	for	for	IN
www-nature-com-2208	324	654	this	this	DT
www-nature-com-2208	324	655	author	author	NN
www-nature-com-2208	324	656	in	in	IN
www-nature-com-2208	324	657	PubMed	PubMed	NNP
www-nature-com-2208	324	658	 	  	_SP
www-nature-com-2208	324	659	Google	Google	NNP
www-nature-com-2208	324	660	Scholar	Scholar	NNP
www-nature-com-2208	324	661	Jildau	Jildau	NNP
www-nature-com-2208	324	662	BouwmanView	BouwmanView	NNP
www-nature-com-2208	324	663	author	author	NN
www-nature-com-2208	324	664	publications	publication	NNS
www-nature-com-2208	324	665	You	-PRON-	PRP
www-nature-com-2208	324	666	can	can	MD
www-nature-com-2208	324	667	also	also	RB
www-nature-com-2208	324	668	search	search	VB
www-nature-com-2208	324	669	for	for	IN
www-nature-com-2208	324	670	this	this	DT
www-nature-com-2208	324	671	author	author	NN
www-nature-com-2208	324	672	in	in	IN
www-nature-com-2208	324	673	PubMed	PubMed	NNP
www-nature-com-2208	324	674	 	  	_SP
www-nature-com-2208	324	675	Google	Google	NNP
www-nature-com-2208	324	676	Scholar	Scholar	NNP
www-nature-com-2208	324	677	Anthony	Anthony	NNP
www-nature-com-2208	324	678	J.	J.	NNP
www-nature-com-2208	324	679	BrookesView	BrookesView	NNP
www-nature-com-2208	324	680	author	author	NN
www-nature-com-2208	324	681	publications	publication	NNS
www-nature-com-2208	324	682	You	-PRON-	PRP
www-nature-com-2208	324	683	can	can	MD
www-nature-com-2208	324	684	also	also	RB
www-nature-com-2208	324	685	search	search	VB
www-nature-com-2208	324	686	for	for	IN
www-nature-com-2208	324	687	this	this	DT
www-nature-com-2208	324	688	author	author	NN
www-nature-com-2208	324	689	in	in	IN
www-nature-com-2208	324	690	PubMed	PubMed	NNP
www-nature-com-2208	324	691	 	  	_SP
www-nature-com-2208	324	692	Google	Google	NNP
www-nature-com-2208	324	693	Scholar	Scholar	NNP
www-nature-com-2208	324	694	Tim	Tim	NNP
www-nature-com-2208	324	695	ClarkView	ClarkView	NNP
www-nature-com-2208	324	696	author	author	NN
www-nature-com-2208	324	697	publications	publication	NNS
www-nature-com-2208	324	698	You	-PRON-	PRP
www-nature-com-2208	324	699	can	can	MD
www-nature-com-2208	324	700	also	also	RB
www-nature-com-2208	324	701	search	search	VB
www-nature-com-2208	324	702	for	for	IN
www-nature-com-2208	324	703	this	this	DT
www-nature-com-2208	324	704	author	author	NN
www-nature-com-2208	324	705	in	in	IN
www-nature-com-2208	324	706	PubMed	PubMed	NNP
www-nature-com-2208	324	707	 	  	_SP
www-nature-com-2208	324	708	Google	Google	NNP
www-nature-com-2208	324	709	Scholar	Scholar	NNP
www-nature-com-2208	324	710	Mercè	Mercè	NNP
www-nature-com-2208	324	711	CrosasView	CrosasView	NNP
www-nature-com-2208	324	712	author	author	NN
www-nature-com-2208	324	713	publications	publication	NNS
www-nature-com-2208	324	714	You	-PRON-	PRP
www-nature-com-2208	324	715	can	can	MD
www-nature-com-2208	324	716	also	also	RB
www-nature-com-2208	324	717	search	search	VB
www-nature-com-2208	324	718	for	for	IN
www-nature-com-2208	324	719	this	this	DT
www-nature-com-2208	324	720	author	author	NN
www-nature-com-2208	324	721	in	in	IN
www-nature-com-2208	324	722	PubMed	PubMed	NNP
www-nature-com-2208	324	723	 	  	_SP
www-nature-com-2208	324	724	Google	Google	NNP
www-nature-com-2208	324	725	Scholar	Scholar	NNP
www-nature-com-2208	324	726	Ingrid	Ingrid	NNP
www-nature-com-2208	324	727	DilloView	DilloView	NNP
www-nature-com-2208	324	728	author	author	NN
www-nature-com-2208	324	729	publications	publication	NNS
www-nature-com-2208	324	730	You	-PRON-	PRP
www-nature-com-2208	324	731	can	can	MD
www-nature-com-2208	324	732	also	also	RB
www-nature-com-2208	324	733	search	search	VB
www-nature-com-2208	324	734	for	for	IN
www-nature-com-2208	324	735	this	this	DT
www-nature-com-2208	324	736	author	author	NN
www-nature-com-2208	324	737	in	in	IN
www-nature-com-2208	324	738	PubMed	PubMed	NNP
www-nature-com-2208	324	739	 	  	_SP
www-nature-com-2208	324	740	Google	Google	NNP
www-nature-com-2208	324	741	Scholar	Scholar	NNP
www-nature-com-2208	324	742	Olivier	Olivier	NNP
www-nature-com-2208	324	743	DumonView	DumonView	NNP
www-nature-com-2208	324	744	author	author	NN
www-nature-com-2208	324	745	publications	publication	NNS
www-nature-com-2208	324	746	You	-PRON-	PRP
www-nature-com-2208	324	747	can	can	MD
www-nature-com-2208	324	748	also	also	RB
www-nature-com-2208	324	749	search	search	VB
www-nature-com-2208	324	750	for	for	IN
www-nature-com-2208	324	751	this	this	DT
www-nature-com-2208	324	752	author	author	NN
www-nature-com-2208	324	753	in	in	IN
www-nature-com-2208	324	754	PubMed	PubMed	NNP
www-nature-com-2208	324	755	 	  	_SP
www-nature-com-2208	324	756	Google	Google	NNP
www-nature-com-2208	324	757	Scholar	Scholar	NNP
www-nature-com-2208	324	758	Scott	Scott	NNP
www-nature-com-2208	324	759	EdmundsView	EdmundsView	NNP
www-nature-com-2208	324	760	author	author	NN
www-nature-com-2208	324	761	publications	publication	NNS
www-nature-com-2208	324	762	You	-PRON-	PRP
www-nature-com-2208	324	763	can	can	MD
www-nature-com-2208	324	764	also	also	RB
www-nature-com-2208	324	765	search	search	VB
www-nature-com-2208	324	766	for	for	IN
www-nature-com-2208	324	767	this	this	DT
www-nature-com-2208	324	768	author	author	NN
www-nature-com-2208	324	769	in	in	IN
www-nature-com-2208	324	770	PubMed	PubMed	NNP
www-nature-com-2208	324	771	 	  	_SP
www-nature-com-2208	324	772	Google	Google	NNP
www-nature-com-2208	324	773	Scholar	Scholar	NNP
www-nature-com-2208	324	774	Chris	Chris	NNP
www-nature-com-2208	324	775	T.	T.	NNP
www-nature-com-2208	324	776	EveloView	EveloView	NNP
www-nature-com-2208	324	777	author	author	NN
www-nature-com-2208	324	778	publications	publication	NNS
www-nature-com-2208	324	779	You	-PRON-	PRP
www-nature-com-2208	324	780	can	can	MD
www-nature-com-2208	324	781	also	also	RB
www-nature-com-2208	324	782	search	search	VB
www-nature-com-2208	324	783	for	for	IN
www-nature-com-2208	324	784	this	this	DT
www-nature-com-2208	324	785	author	author	NN
www-nature-com-2208	324	786	in	in	IN
www-nature-com-2208	324	787	PubMed	PubMed	NNP
www-nature-com-2208	324	788	 	  	_SP
www-nature-com-2208	324	789	Google	Google	NNP
www-nature-com-2208	324	790	Scholar	Scholar	NNP
www-nature-com-2208	324	791	Richard	Richard	NNP
www-nature-com-2208	324	792	FinkersView	FinkersView	NNP
www-nature-com-2208	324	793	author	author	NN
www-nature-com-2208	324	794	publications	publication	NNS
www-nature-com-2208	324	795	You	-PRON-	PRP
www-nature-com-2208	324	796	can	can	MD
www-nature-com-2208	324	797	also	also	RB
www-nature-com-2208	324	798	search	search	VB
www-nature-com-2208	324	799	for	for	IN
www-nature-com-2208	324	800	this	this	DT
www-nature-com-2208	324	801	author	author	NN
www-nature-com-2208	324	802	in	in	IN
www-nature-com-2208	324	803	PubMed	PubMed	NNP
www-nature-com-2208	324	804	 	  	_SP
www-nature-com-2208	324	805	Google	Google	NNP
www-nature-com-2208	324	806	Scholar	Scholar	NNP
www-nature-com-2208	324	807	Alejandra	Alejandra	NNP
www-nature-com-2208	324	808	Gonzalez	Gonzalez	NNP
www-nature-com-2208	324	809	-	-	HYPH
www-nature-com-2208	324	810	BeltranView	BeltranView	NNP
www-nature-com-2208	324	811	author	author	NN
www-nature-com-2208	324	812	publications	publication	NNS
www-nature-com-2208	324	813	You	-PRON-	PRP
www-nature-com-2208	324	814	can	can	MD
www-nature-com-2208	324	815	also	also	RB
www-nature-com-2208	324	816	search	search	VB
www-nature-com-2208	324	817	for	for	IN
www-nature-com-2208	324	818	this	this	DT
www-nature-com-2208	324	819	author	author	NN
www-nature-com-2208	324	820	in	in	IN
www-nature-com-2208	324	821	PubMed	PubMed	NNP
www-nature-com-2208	324	822	 	  	_SP
www-nature-com-2208	324	823	Google	Google	NNP
www-nature-com-2208	324	824	Scholar	Scholar	NNP
www-nature-com-2208	324	825	Alasdair	Alasdair	NNP
www-nature-com-2208	324	826	J.G.	J.G.	NNP
www-nature-com-2208	325	1	GrayView	GrayView	NNP
www-nature-com-2208	325	2	author	author	NN
www-nature-com-2208	325	3	publications	publication	NNS
www-nature-com-2208	325	4	You	-PRON-	PRP
www-nature-com-2208	325	5	can	can	MD
www-nature-com-2208	325	6	also	also	RB
www-nature-com-2208	325	7	search	search	VB
www-nature-com-2208	325	8	for	for	IN
www-nature-com-2208	325	9	this	this	DT
www-nature-com-2208	325	10	author	author	NN
www-nature-com-2208	325	11	in	in	IN
www-nature-com-2208	325	12	PubMed	PubMed	NNP
www-nature-com-2208	325	13	 	  	_SP
www-nature-com-2208	325	14	Google	Google	NNP
www-nature-com-2208	325	15	Scholar	Scholar	NNP
www-nature-com-2208	325	16	Paul	Paul	NNP
www-nature-com-2208	325	17	GrothView	GrothView	NNP
www-nature-com-2208	325	18	author	author	NN
www-nature-com-2208	325	19	publications	publication	NNS
www-nature-com-2208	325	20	You	-PRON-	PRP
www-nature-com-2208	325	21	can	can	MD
www-nature-com-2208	325	22	also	also	RB
www-nature-com-2208	325	23	search	search	VB
www-nature-com-2208	325	24	for	for	IN
www-nature-com-2208	325	25	this	this	DT
www-nature-com-2208	325	26	author	author	NN
www-nature-com-2208	325	27	in	in	IN
www-nature-com-2208	325	28	PubMed	PubMed	NNP
www-nature-com-2208	325	29	 	  	_SP
www-nature-com-2208	325	30	Google	Google	NNP
www-nature-com-2208	325	31	Scholar	Scholar	NNP
www-nature-com-2208	325	32	Carole	Carole	NNP
www-nature-com-2208	325	33	GobleView	GobleView	NNP
www-nature-com-2208	325	34	author	author	NN
www-nature-com-2208	325	35	publications	publication	NNS
www-nature-com-2208	325	36	You	-PRON-	PRP
www-nature-com-2208	325	37	can	can	MD
www-nature-com-2208	325	38	also	also	RB
www-nature-com-2208	325	39	search	search	VB
www-nature-com-2208	325	40	for	for	IN
www-nature-com-2208	325	41	this	this	DT
www-nature-com-2208	325	42	author	author	NN
www-nature-com-2208	325	43	in	in	IN
www-nature-com-2208	325	44	PubMed	PubMed	NNP
www-nature-com-2208	325	45	 	  	_SP
www-nature-com-2208	325	46	Google	Google	NNP
www-nature-com-2208	325	47	Scholar	Scholar	NNP
www-nature-com-2208	325	48	Jeffrey	Jeffrey	NNP
www-nature-com-2208	325	49	S.	S.	NNP
www-nature-com-2208	325	50	GretheView	GretheView	NNP
www-nature-com-2208	325	51	author	author	NN
www-nature-com-2208	325	52	publications	publication	NNS
www-nature-com-2208	325	53	You	-PRON-	PRP
www-nature-com-2208	325	54	can	can	MD
www-nature-com-2208	325	55	also	also	RB
www-nature-com-2208	325	56	search	search	VB
www-nature-com-2208	325	57	for	for	IN
www-nature-com-2208	325	58	this	this	DT
www-nature-com-2208	325	59	author	author	NN
www-nature-com-2208	325	60	in	in	IN
www-nature-com-2208	325	61	PubMed	PubMed	NNP
www-nature-com-2208	325	62	 	  	_SP
www-nature-com-2208	325	63	Google	Google	NNP
www-nature-com-2208	325	64	Scholar	Scholar	NNP
www-nature-com-2208	325	65	Jaap	Jaap	NNP
www-nature-com-2208	325	66	HeringaView	HeringaView	NNP
www-nature-com-2208	325	67	author	author	NN
www-nature-com-2208	325	68	publications	publication	NNS
www-nature-com-2208	325	69	You	-PRON-	PRP
www-nature-com-2208	325	70	can	can	MD
www-nature-com-2208	325	71	also	also	RB
www-nature-com-2208	325	72	search	search	VB
www-nature-com-2208	325	73	for	for	IN
www-nature-com-2208	325	74	this	this	DT
www-nature-com-2208	325	75	author	author	NN
www-nature-com-2208	325	76	in	in	IN
www-nature-com-2208	325	77	PubMed	PubMed	NNP
www-nature-com-2208	325	78	 	  	_SP
www-nature-com-2208	325	79	Google	Google	NNP
www-nature-com-2208	325	80	Scholar	Scholar	NNP
www-nature-com-2208	325	81	Peter	Peter	NNP
www-nature-com-2208	325	82	A.C	A.C	NNP
www-nature-com-2208	325	83	’	'	''
www-nature-com-2208	325	84	t	t	NN
www-nature-com-2208	325	85	HoenView	HoenView	NNP
www-nature-com-2208	325	86	author	author	NN
www-nature-com-2208	325	87	publications	publication	NNS
www-nature-com-2208	325	88	You	-PRON-	PRP
www-nature-com-2208	325	89	can	can	MD
www-nature-com-2208	325	90	also	also	RB
www-nature-com-2208	325	91	search	search	VB
www-nature-com-2208	325	92	for	for	IN
www-nature-com-2208	325	93	this	this	DT
www-nature-com-2208	325	94	author	author	NN
www-nature-com-2208	325	95	in	in	IN
www-nature-com-2208	325	96	PubMed	PubMed	NNP
www-nature-com-2208	325	97	 	  	_SP
www-nature-com-2208	325	98	Google	Google	NNP
www-nature-com-2208	325	99	Scholar	Scholar	NNP
www-nature-com-2208	325	100	Rob	Rob	NNP
www-nature-com-2208	325	101	HooftView	HooftView	NNP
www-nature-com-2208	325	102	author	author	NN
www-nature-com-2208	325	103	publications	publication	NNS
www-nature-com-2208	325	104	You	-PRON-	PRP
www-nature-com-2208	325	105	can	can	MD
www-nature-com-2208	325	106	also	also	RB
www-nature-com-2208	325	107	search	search	VB
www-nature-com-2208	325	108	for	for	IN
www-nature-com-2208	325	109	this	this	DT
www-nature-com-2208	325	110	author	author	NN
www-nature-com-2208	325	111	in	in	IN
www-nature-com-2208	325	112	PubMed	PubMed	NNP
www-nature-com-2208	325	113	 	  	_SP
www-nature-com-2208	325	114	Google	Google	NNP
www-nature-com-2208	325	115	Scholar	Scholar	NNP
www-nature-com-2208	325	116	Tobias	Tobias	NNP
www-nature-com-2208	325	117	KuhnView	KuhnView	NNP
www-nature-com-2208	325	118	author	author	NN
www-nature-com-2208	325	119	publications	publication	NNS
www-nature-com-2208	325	120	You	-PRON-	PRP
www-nature-com-2208	325	121	can	can	MD
www-nature-com-2208	325	122	also	also	RB
www-nature-com-2208	325	123	search	search	VB
www-nature-com-2208	325	124	for	for	IN
www-nature-com-2208	325	125	this	this	DT
www-nature-com-2208	325	126	author	author	NN
www-nature-com-2208	325	127	in	in	IN
www-nature-com-2208	325	128	PubMed	PubMed	NNP
www-nature-com-2208	325	129	 	  	_SP
www-nature-com-2208	325	130	Google	Google	NNP
www-nature-com-2208	325	131	Scholar	Scholar	NNP
www-nature-com-2208	325	132	Ruben	Ruben	NNP
www-nature-com-2208	325	133	KokView	KokView	NNP
www-nature-com-2208	325	134	author	author	NN
www-nature-com-2208	325	135	publications	publication	NNS
www-nature-com-2208	325	136	You	-PRON-	PRP
www-nature-com-2208	325	137	can	can	MD
www-nature-com-2208	325	138	also	also	RB
www-nature-com-2208	325	139	search	search	VB
www-nature-com-2208	325	140	for	for	IN
www-nature-com-2208	325	141	this	this	DT
www-nature-com-2208	325	142	author	author	NN
www-nature-com-2208	325	143	in	in	IN
www-nature-com-2208	325	144	PubMed	PubMed	NNP
www-nature-com-2208	325	145	 	  	_SP
www-nature-com-2208	325	146	Google	Google	NNP
www-nature-com-2208	325	147	Scholar	Scholar	NNP
www-nature-com-2208	325	148	Joost	Joost	NNP
www-nature-com-2208	325	149	KokView	KokView	NNP
www-nature-com-2208	325	150	author	author	NN
www-nature-com-2208	325	151	publications	publication	NNS
www-nature-com-2208	325	152	You	-PRON-	PRP
www-nature-com-2208	325	153	can	can	MD
www-nature-com-2208	325	154	also	also	RB
www-nature-com-2208	325	155	search	search	VB
www-nature-com-2208	325	156	for	for	IN
www-nature-com-2208	325	157	this	this	DT
www-nature-com-2208	325	158	author	author	NN
www-nature-com-2208	325	159	in	in	IN
www-nature-com-2208	325	160	PubMed	PubMed	NNP
www-nature-com-2208	325	161	 	  	_SP
www-nature-com-2208	325	162	Google	Google	NNP
www-nature-com-2208	325	163	Scholar	Scholar	NNP
www-nature-com-2208	325	164	Scott	Scott	NNP
www-nature-com-2208	325	165	J.	J.	NNP
www-nature-com-2208	325	166	LusherView	LusherView	NNP
www-nature-com-2208	325	167	author	author	NN
www-nature-com-2208	325	168	publications	publication	NNS
www-nature-com-2208	325	169	You	-PRON-	PRP
www-nature-com-2208	325	170	can	can	MD
www-nature-com-2208	325	171	also	also	RB
www-nature-com-2208	325	172	search	search	VB
www-nature-com-2208	325	173	for	for	IN
www-nature-com-2208	325	174	this	this	DT
www-nature-com-2208	325	175	author	author	NN
www-nature-com-2208	325	176	in	in	IN
www-nature-com-2208	325	177	PubMed	PubMed	NNP
www-nature-com-2208	325	178	 	  	_SP
www-nature-com-2208	325	179	Google	Google	NNP
www-nature-com-2208	325	180	Scholar	Scholar	NNP
www-nature-com-2208	325	181	Maryann	Maryann	NNP
www-nature-com-2208	325	182	E.	E.	NNP
www-nature-com-2208	325	183	MartoneView	MartoneView	NNP
www-nature-com-2208	325	184	author	author	NN
www-nature-com-2208	325	185	publications	publication	NNS
www-nature-com-2208	325	186	You	-PRON-	PRP
www-nature-com-2208	325	187	can	can	MD
www-nature-com-2208	325	188	also	also	RB
www-nature-com-2208	325	189	search	search	VB
www-nature-com-2208	325	190	for	for	IN
www-nature-com-2208	325	191	this	this	DT
www-nature-com-2208	325	192	author	author	NN
www-nature-com-2208	325	193	in	in	IN
www-nature-com-2208	325	194	PubMed	PubMed	NNP
www-nature-com-2208	325	195	 	  	_SP
www-nature-com-2208	325	196	Google	Google	NNP
www-nature-com-2208	325	197	Scholar	Scholar	NNP
www-nature-com-2208	325	198	Albert	Albert	NNP
www-nature-com-2208	325	199	MonsView	MonsView	NNP
www-nature-com-2208	325	200	author	author	NN
www-nature-com-2208	325	201	publications	publication	NNS
www-nature-com-2208	325	202	You	-PRON-	PRP
www-nature-com-2208	325	203	can	can	MD
www-nature-com-2208	325	204	also	also	RB
www-nature-com-2208	325	205	search	search	VB
www-nature-com-2208	325	206	for	for	IN
www-nature-com-2208	325	207	this	this	DT
www-nature-com-2208	325	208	author	author	NN
www-nature-com-2208	325	209	in	in	IN
www-nature-com-2208	325	210	PubMed	PubMed	NNP
www-nature-com-2208	325	211	 	  	_SP
www-nature-com-2208	325	212	Google	Google	NNP
www-nature-com-2208	325	213	Scholar	Scholar	NNP
www-nature-com-2208	325	214	Abel	Abel	NNP
www-nature-com-2208	325	215	L.	L.	NNP
www-nature-com-2208	325	216	PackerView	PackerView	NNP
www-nature-com-2208	325	217	author	author	NN
www-nature-com-2208	325	218	publications	publication	NNS
www-nature-com-2208	325	219	You	-PRON-	PRP
www-nature-com-2208	325	220	can	can	MD
www-nature-com-2208	325	221	also	also	RB
www-nature-com-2208	325	222	search	search	VB
www-nature-com-2208	325	223	for	for	IN
www-nature-com-2208	325	224	this	this	DT
www-nature-com-2208	325	225	author	author	NN
www-nature-com-2208	325	226	in	in	IN
www-nature-com-2208	325	227	PubMed	PubMed	NNP
www-nature-com-2208	325	228	 	  	_SP
www-nature-com-2208	325	229	Google	Google	NNP
www-nature-com-2208	325	230	Scholar	Scholar	NNP
www-nature-com-2208	325	231	Bengt	Bengt	NNP
www-nature-com-2208	325	232	PerssonView	PerssonView	NNP
www-nature-com-2208	325	233	author	author	NN
www-nature-com-2208	325	234	publications	publication	NNS
www-nature-com-2208	325	235	You	-PRON-	PRP
www-nature-com-2208	325	236	can	can	MD
www-nature-com-2208	325	237	also	also	RB
www-nature-com-2208	325	238	search	search	VB
www-nature-com-2208	325	239	for	for	IN
www-nature-com-2208	325	240	this	this	DT
www-nature-com-2208	325	241	author	author	NN
www-nature-com-2208	325	242	in	in	IN
www-nature-com-2208	325	243	PubMed	PubMed	NNP
www-nature-com-2208	325	244	 	  	_SP
www-nature-com-2208	325	245	Google	Google	NNP
www-nature-com-2208	325	246	Scholar	Scholar	NNP
www-nature-com-2208	325	247	Philippe	Philippe	NNP
www-nature-com-2208	325	248	Rocca	Rocca	NNP
www-nature-com-2208	325	249	-	-	HYPH
www-nature-com-2208	325	250	SerraView	SerraView	NNP
www-nature-com-2208	325	251	author	author	NN
www-nature-com-2208	325	252	publications	publication	NNS
www-nature-com-2208	325	253	You	-PRON-	PRP
www-nature-com-2208	325	254	can	can	MD
www-nature-com-2208	325	255	also	also	RB
www-nature-com-2208	325	256	search	search	VB
www-nature-com-2208	325	257	for	for	IN
www-nature-com-2208	325	258	this	this	DT
www-nature-com-2208	325	259	author	author	NN
www-nature-com-2208	325	260	in	in	IN
www-nature-com-2208	325	261	PubMed	PubMed	NNP
www-nature-com-2208	325	262	 	  	_SP
www-nature-com-2208	325	263	Google	Google	NNP
www-nature-com-2208	325	264	Scholar	Scholar	NNP
www-nature-com-2208	325	265	Marco	Marco	NNP
www-nature-com-2208	325	266	RoosView	RoosView	NNP
www-nature-com-2208	325	267	author	author	NN
www-nature-com-2208	325	268	publications	publication	NNS
www-nature-com-2208	325	269	You	-PRON-	PRP
www-nature-com-2208	325	270	can	can	MD
www-nature-com-2208	325	271	also	also	RB
www-nature-com-2208	325	272	search	search	VB
www-nature-com-2208	325	273	for	for	IN
www-nature-com-2208	325	274	this	this	DT
www-nature-com-2208	325	275	author	author	NN
www-nature-com-2208	325	276	in	in	IN
www-nature-com-2208	325	277	PubMed	PubMed	NNP
www-nature-com-2208	325	278	 	  	_SP
www-nature-com-2208	325	279	Google	Google	NNP
www-nature-com-2208	325	280	Scholar	Scholar	NNP
www-nature-com-2208	325	281	Rene	Rene	NNP
www-nature-com-2208	325	282	van	van	NNP
www-nature-com-2208	325	283	SchaikView	SchaikView	NNP
www-nature-com-2208	325	284	author	author	NN
www-nature-com-2208	325	285	publications	publication	NNS
www-nature-com-2208	325	286	You	-PRON-	PRP
www-nature-com-2208	325	287	can	can	MD
www-nature-com-2208	325	288	also	also	RB
www-nature-com-2208	325	289	search	search	VB
www-nature-com-2208	325	290	for	for	IN
www-nature-com-2208	325	291	this	this	DT
www-nature-com-2208	325	292	author	author	NN
www-nature-com-2208	325	293	in	in	IN
www-nature-com-2208	325	294	PubMed	PubMed	NNP
www-nature-com-2208	325	295	 	  	_SP
www-nature-com-2208	325	296	Google	Google	NNP
www-nature-com-2208	325	297	Scholar	Scholar	NNP
www-nature-com-2208	325	298	Susanna	Susanna	NNP
www-nature-com-2208	325	299	-	-	HYPH
www-nature-com-2208	325	300	Assunta	Assunta	NNP
www-nature-com-2208	325	301	SansoneView	SansoneView	NNP
www-nature-com-2208	325	302	author	author	NN
www-nature-com-2208	325	303	publications	publication	NNS
www-nature-com-2208	325	304	You	-PRON-	PRP
www-nature-com-2208	325	305	can	can	MD
www-nature-com-2208	325	306	also	also	RB
www-nature-com-2208	325	307	search	search	VB
www-nature-com-2208	325	308	for	for	IN
www-nature-com-2208	325	309	this	this	DT
www-nature-com-2208	325	310	author	author	NN
www-nature-com-2208	325	311	in	in	IN
www-nature-com-2208	325	312	PubMed	PubMed	NNP
www-nature-com-2208	325	313	 	  	_SP
www-nature-com-2208	325	314	Google	Google	NNP
www-nature-com-2208	325	315	Scholar	Scholar	NNP
www-nature-com-2208	325	316	Erik	Erik	NNP
www-nature-com-2208	325	317	SchultesView	SchultesView	NNP
www-nature-com-2208	325	318	author	author	NN
www-nature-com-2208	325	319	publications	publication	NNS
www-nature-com-2208	325	320	You	-PRON-	PRP
www-nature-com-2208	325	321	can	can	MD
www-nature-com-2208	325	322	also	also	RB
www-nature-com-2208	325	323	search	search	VB
www-nature-com-2208	325	324	for	for	IN
www-nature-com-2208	325	325	this	this	DT
www-nature-com-2208	325	326	author	author	NN
www-nature-com-2208	325	327	in	in	IN
www-nature-com-2208	325	328	PubMed	PubMed	NNP
www-nature-com-2208	325	329	 	  	_SP
www-nature-com-2208	325	330	Google	Google	NNP
www-nature-com-2208	325	331	Scholar	Scholar	NNP
www-nature-com-2208	325	332	Thierry	Thierry	NNP
www-nature-com-2208	325	333	SengstagView	SengstagView	NNP
www-nature-com-2208	325	334	author	author	NN
www-nature-com-2208	325	335	publications	publication	NNS
www-nature-com-2208	325	336	You	-PRON-	PRP
www-nature-com-2208	325	337	can	can	MD
www-nature-com-2208	325	338	also	also	RB
www-nature-com-2208	325	339	search	search	VB
www-nature-com-2208	325	340	for	for	IN
www-nature-com-2208	325	341	this	this	DT
www-nature-com-2208	325	342	author	author	NN
www-nature-com-2208	325	343	in	in	IN
www-nature-com-2208	325	344	PubMed	PubMed	NNP
www-nature-com-2208	325	345	 	  	_SP
www-nature-com-2208	325	346	Google	Google	NNP
www-nature-com-2208	325	347	Scholar	Scholar	NNP
www-nature-com-2208	325	348	Ted	Ted	NNP
www-nature-com-2208	325	349	SlaterView	SlaterView	NNP
www-nature-com-2208	325	350	author	author	NN
www-nature-com-2208	325	351	publications	publication	NNS
www-nature-com-2208	325	352	You	-PRON-	PRP
www-nature-com-2208	325	353	can	can	MD
www-nature-com-2208	325	354	also	also	RB
www-nature-com-2208	325	355	search	search	VB
www-nature-com-2208	325	356	for	for	IN
www-nature-com-2208	325	357	this	this	DT
www-nature-com-2208	325	358	author	author	NN
www-nature-com-2208	325	359	in	in	IN
www-nature-com-2208	325	360	PubMed	PubMed	NNP
www-nature-com-2208	325	361	 	  	_SP
www-nature-com-2208	325	362	Google	Google	NNP
www-nature-com-2208	325	363	Scholar	Scholar	NNP
www-nature-com-2208	325	364	George	George	NNP
www-nature-com-2208	325	365	StrawnView	StrawnView	NNP
www-nature-com-2208	325	366	author	author	NN
www-nature-com-2208	325	367	publications	publication	NNS
www-nature-com-2208	325	368	You	-PRON-	PRP
www-nature-com-2208	325	369	can	can	MD
www-nature-com-2208	325	370	also	also	RB
www-nature-com-2208	325	371	search	search	VB
www-nature-com-2208	325	372	for	for	IN
www-nature-com-2208	325	373	this	this	DT
www-nature-com-2208	325	374	author	author	NN
www-nature-com-2208	325	375	in	in	IN
www-nature-com-2208	325	376	PubMed	PubMed	NNP
www-nature-com-2208	325	377	 	  	_SP
www-nature-com-2208	325	378	Google	Google	NNP
www-nature-com-2208	325	379	Scholar	Scholar	NNP
www-nature-com-2208	325	380	Morris	Morris	NNP
www-nature-com-2208	325	381	A.	A.	NNP
www-nature-com-2208	325	382	SwertzView	SwertzView	NNP
www-nature-com-2208	325	383	author	author	NN
www-nature-com-2208	325	384	publications	publication	NNS
www-nature-com-2208	325	385	You	-PRON-	PRP
www-nature-com-2208	325	386	can	can	MD
www-nature-com-2208	325	387	also	also	RB
www-nature-com-2208	325	388	search	search	VB
www-nature-com-2208	325	389	for	for	IN
www-nature-com-2208	325	390	this	this	DT
www-nature-com-2208	325	391	author	author	NN
www-nature-com-2208	325	392	in	in	IN
www-nature-com-2208	325	393	PubMed	PubMed	NNP
www-nature-com-2208	325	394	 	  	_SP
www-nature-com-2208	325	395	Google	Google	NNP
www-nature-com-2208	325	396	Scholar	Scholar	NNP
www-nature-com-2208	325	397	Mark	Mark	NNP
www-nature-com-2208	325	398	ThompsonView	ThompsonView	NNP
www-nature-com-2208	325	399	author	author	NN
www-nature-com-2208	325	400	publications	publication	NNS
www-nature-com-2208	325	401	You	-PRON-	PRP
www-nature-com-2208	325	402	can	can	MD
www-nature-com-2208	325	403	also	also	RB
www-nature-com-2208	325	404	search	search	VB
www-nature-com-2208	325	405	for	for	IN
www-nature-com-2208	325	406	this	this	DT
www-nature-com-2208	325	407	author	author	NN
www-nature-com-2208	325	408	in	in	IN
www-nature-com-2208	325	409	PubMed	PubMed	NNP
www-nature-com-2208	325	410	 	  	_SP
www-nature-com-2208	325	411	Google	Google	NNP
www-nature-com-2208	325	412	Scholar	Scholar	NNP
www-nature-com-2208	325	413	Johan	Johan	NNP
www-nature-com-2208	325	414	van	van	NNP
www-nature-com-2208	325	415	der	der	IN
www-nature-com-2208	325	416	LeiView	LeiView	NNP
www-nature-com-2208	325	417	author	author	NN
www-nature-com-2208	325	418	publications	publication	NNS
www-nature-com-2208	325	419	You	-PRON-	PRP
www-nature-com-2208	325	420	can	can	MD
www-nature-com-2208	325	421	also	also	RB
www-nature-com-2208	325	422	search	search	VB
www-nature-com-2208	325	423	for	for	IN
www-nature-com-2208	325	424	this	this	DT
www-nature-com-2208	325	425	author	author	NN
www-nature-com-2208	325	426	in	in	IN
www-nature-com-2208	325	427	PubMed	PubMed	NNP
www-nature-com-2208	325	428	 	  	_SP
www-nature-com-2208	325	429	Google	Google	NNP
www-nature-com-2208	325	430	Scholar	Scholar	NNP
www-nature-com-2208	325	431	Erik	Erik	NNP
www-nature-com-2208	325	432	van	van	NNP
www-nature-com-2208	325	433	MulligenView	MulligenView	NNP
www-nature-com-2208	325	434	author	author	NN
www-nature-com-2208	325	435	publications	publication	NNS
www-nature-com-2208	325	436	You	-PRON-	PRP
www-nature-com-2208	325	437	can	can	MD
www-nature-com-2208	325	438	also	also	RB
www-nature-com-2208	325	439	search	search	VB
www-nature-com-2208	325	440	for	for	IN
www-nature-com-2208	325	441	this	this	DT
www-nature-com-2208	325	442	author	author	NN
www-nature-com-2208	325	443	in	in	IN
www-nature-com-2208	325	444	PubMed	PubMed	NNP
www-nature-com-2208	325	445	 	  	_SP
www-nature-com-2208	325	446	Google	Google	NNP
www-nature-com-2208	325	447	Scholar	Scholar	NNP
www-nature-com-2208	325	448	Jan	Jan	NNP
www-nature-com-2208	325	449	VelteropView	VelteropView	NNP
www-nature-com-2208	325	450	author	author	NN
www-nature-com-2208	325	451	publications	publication	NNS
www-nature-com-2208	325	452	You	-PRON-	PRP
www-nature-com-2208	325	453	can	can	MD
www-nature-com-2208	325	454	also	also	RB
www-nature-com-2208	325	455	search	search	VB
www-nature-com-2208	325	456	for	for	IN
www-nature-com-2208	325	457	this	this	DT
www-nature-com-2208	325	458	author	author	NN
www-nature-com-2208	325	459	in	in	IN
www-nature-com-2208	325	460	PubMed	PubMed	NNP
www-nature-com-2208	325	461	 	  	_SP
www-nature-com-2208	325	462	Google	Google	NNP
www-nature-com-2208	325	463	Scholar	Scholar	NNP
www-nature-com-2208	325	464	Andra	Andra	NNP
www-nature-com-2208	325	465	WaagmeesterView	WaagmeesterView	NNP
www-nature-com-2208	325	466	author	author	NN
www-nature-com-2208	325	467	publications	publication	NNS
www-nature-com-2208	325	468	You	-PRON-	PRP
www-nature-com-2208	325	469	can	can	MD
www-nature-com-2208	325	470	also	also	RB
www-nature-com-2208	325	471	search	search	VB
www-nature-com-2208	325	472	for	for	IN
www-nature-com-2208	325	473	this	this	DT
www-nature-com-2208	325	474	author	author	NN
www-nature-com-2208	325	475	in	in	IN
www-nature-com-2208	325	476	PubMed	PubMed	NNP
www-nature-com-2208	325	477	 	  	_SP
www-nature-com-2208	325	478	Google	Google	NNP
www-nature-com-2208	325	479	Scholar	Scholar	NNP
www-nature-com-2208	325	480	Peter	Peter	NNP
www-nature-com-2208	325	481	WittenburgView	WittenburgView	NNP
www-nature-com-2208	325	482	author	author	NN
www-nature-com-2208	325	483	publications	publication	NNS
www-nature-com-2208	325	484	You	-PRON-	PRP
www-nature-com-2208	325	485	can	can	MD
www-nature-com-2208	325	486	also	also	RB
www-nature-com-2208	325	487	search	search	VB
www-nature-com-2208	325	488	for	for	IN
www-nature-com-2208	325	489	this	this	DT
www-nature-com-2208	325	490	author	author	NN
www-nature-com-2208	325	491	in	in	IN
www-nature-com-2208	325	492	PubMed	PubMed	NNP
www-nature-com-2208	325	493	 	  	_SP
www-nature-com-2208	325	494	Google	Google	NNP
www-nature-com-2208	325	495	Scholar	Scholar	NNP
www-nature-com-2208	325	496	Katherine	Katherine	NNP
www-nature-com-2208	325	497	WolstencroftView	WolstencroftView	NNP
www-nature-com-2208	325	498	author	author	NN
www-nature-com-2208	325	499	publications	publication	NNS
www-nature-com-2208	325	500	You	-PRON-	PRP
www-nature-com-2208	325	501	can	can	MD
www-nature-com-2208	325	502	also	also	RB
www-nature-com-2208	325	503	search	search	VB
www-nature-com-2208	325	504	for	for	IN
www-nature-com-2208	325	505	this	this	DT
www-nature-com-2208	325	506	author	author	NN
www-nature-com-2208	325	507	in	in	IN
www-nature-com-2208	325	508	PubMed	PubMed	NNP
www-nature-com-2208	325	509	 	  	_SP
www-nature-com-2208	325	510	Google	Google	NNP
www-nature-com-2208	325	511	Scholar	Scholar	NNP
www-nature-com-2208	325	512	Jun	Jun	NNP
www-nature-com-2208	325	513	ZhaoView	ZhaoView	NNP
www-nature-com-2208	325	514	author	author	NN
www-nature-com-2208	325	515	publications	publication	NNS
www-nature-com-2208	325	516	You	-PRON-	PRP
www-nature-com-2208	325	517	can	can	MD
www-nature-com-2208	325	518	also	also	RB
www-nature-com-2208	325	519	search	search	VB
www-nature-com-2208	325	520	for	for	IN
www-nature-com-2208	325	521	this	this	DT
www-nature-com-2208	325	522	author	author	NN
www-nature-com-2208	325	523	in	in	IN
www-nature-com-2208	325	524	PubMed	PubMed	NNP
www-nature-com-2208	325	525	 	  	_SP
www-nature-com-2208	325	526	Google	Google	NNP
www-nature-com-2208	325	527	Scholar	Scholar	NNP
www-nature-com-2208	325	528	Barend	Barend	NNP
www-nature-com-2208	325	529	MonsView	MonsView	NNP
www-nature-com-2208	325	530	author	author	NN
www-nature-com-2208	325	531	publications	publication	NNS
www-nature-com-2208	325	532	You	-PRON-	PRP
www-nature-com-2208	325	533	can	can	MD
www-nature-com-2208	325	534	also	also	RB
www-nature-com-2208	325	535	search	search	VB
www-nature-com-2208	325	536	for	for	IN
www-nature-com-2208	325	537	this	this	DT
www-nature-com-2208	325	538	author	author	NN
www-nature-com-2208	325	539	in	in	IN
www-nature-com-2208	325	540	PubMed	PubMed	NNP
www-nature-com-2208	325	541	 	  	_SP
www-nature-com-2208	325	542	Google	Google	NNP
www-nature-com-2208	325	543	Scholar	Scholar	NNP
www-nature-com-2208	325	544	Contributions	Contributions	NNPS
www-nature-com-2208	325	545	M.W.	M.W.	NNP
www-nature-com-2208	326	1	was	be	VBD
www-nature-com-2208	326	2	the	the	DT
www-nature-com-2208	326	3	primary	primary	JJ
www-nature-com-2208	326	4	author	author	NN
www-nature-com-2208	326	5	of	of	IN
www-nature-com-2208	326	6	the	the	DT
www-nature-com-2208	326	7	manuscript	manuscript	NN
www-nature-com-2208	326	8	,	,	,
www-nature-com-2208	326	9	and	and	CC
www-nature-com-2208	326	10	participated	participate	VBD
www-nature-com-2208	326	11	extensively	extensively	RB
www-nature-com-2208	326	12	in	in	IN
www-nature-com-2208	326	13	the	the	DT
www-nature-com-2208	326	14	drafting	drafting	NN
www-nature-com-2208	326	15	and	and	CC
www-nature-com-2208	326	16	editing	editing	NN
www-nature-com-2208	326	17	of	of	IN
www-nature-com-2208	326	18	the	the	DT
www-nature-com-2208	326	19	FAIR	FAIR	NNP
www-nature-com-2208	326	20	Principles	Principles	NNPS
www-nature-com-2208	326	21	.	.	.
www-nature-com-2208	327	1	M.D.	M.D.	NNP
www-nature-com-2208	328	1	was	be	VBD
www-nature-com-2208	328	2	significantly	significantly	RB
www-nature-com-2208	328	3	involved	involve	VBN
www-nature-com-2208	328	4	in	in	IN
www-nature-com-2208	328	5	the	the	DT
www-nature-com-2208	328	6	drafting	drafting	NN
www-nature-com-2208	328	7	of	of	IN
www-nature-com-2208	328	8	the	the	DT
www-nature-com-2208	328	9	FAIR	FAIR	NNP
www-nature-com-2208	328	10	Principles	Principles	NNPS
www-nature-com-2208	328	11	.	.	.
www-nature-com-2208	329	1	B.M.	B.M.	NNP
www-nature-com-2208	330	1	conceived	conceive	VBN
www-nature-com-2208	330	2	of	of	IN
www-nature-com-2208	330	3	the	the	DT
www-nature-com-2208	330	4	FAIR	FAIR	NNP
www-nature-com-2208	330	5	Data	Data	NNP
www-nature-com-2208	330	6	Initiative	Initiative	NNP
www-nature-com-2208	330	7	,	,	,
www-nature-com-2208	330	8	contributed	contribute	VBD
www-nature-com-2208	330	9	extensively	extensively	RB
www-nature-com-2208	330	10	to	to	IN
www-nature-com-2208	330	11	the	the	DT
www-nature-com-2208	330	12	drafting	drafting	NN
www-nature-com-2208	330	13	of	of	IN
www-nature-com-2208	330	14	the	the	DT
www-nature-com-2208	330	15	principles	principle	NNS
www-nature-com-2208	330	16	,	,	,
www-nature-com-2208	330	17	and	and	CC
www-nature-com-2208	330	18	to	to	IN
www-nature-com-2208	330	19	this	this	DT
www-nature-com-2208	330	20	manuscript	manuscript	NN
www-nature-com-2208	330	21	text	text	NN
www-nature-com-2208	330	22	.	.	.
www-nature-com-2208	331	1	All	all	DT
www-nature-com-2208	331	2	other	other	JJ
www-nature-com-2208	331	3	authors	author	NNS
www-nature-com-2208	331	4	are	be	VBP
www-nature-com-2208	331	5	listed	list	VBN
www-nature-com-2208	331	6	alphabetically	alphabetically	RB
www-nature-com-2208	331	7	,	,	,
www-nature-com-2208	331	8	and	and	CC
www-nature-com-2208	331	9	contributed	contribute	VBD
www-nature-com-2208	331	10	to	to	IN
www-nature-com-2208	331	11	the	the	DT
www-nature-com-2208	331	12	manuscript	manuscript	NN
www-nature-com-2208	331	13	either	either	CC
www-nature-com-2208	331	14	by	by	IN
www-nature-com-2208	331	15	their	-PRON-	PRP$
www-nature-com-2208	331	16	participation	participation	NN
www-nature-com-2208	331	17	in	in	IN
www-nature-com-2208	331	18	the	the	DT
www-nature-com-2208	331	19	initial	initial	JJ
www-nature-com-2208	331	20	workshop	workshop	NN
www-nature-com-2208	331	21	and/or	and/or	CC
www-nature-com-2208	331	22	by	by	IN
www-nature-com-2208	331	23	editing	edit	VBG
www-nature-com-2208	331	24	or	or	CC
www-nature-com-2208	331	25	commenting	comment	VBG
www-nature-com-2208	331	26	on	on	IN
www-nature-com-2208	331	27	the	the	DT
www-nature-com-2208	331	28	manuscript	manuscript	NN
www-nature-com-2208	331	29	text	text	NN
www-nature-com-2208	331	30	.	.	.
www-nature-com-2208	332	1	Corresponding	correspond	VBG
www-nature-com-2208	332	2	author	author	NN
www-nature-com-2208	332	3	Correspondence	Correspondence	NNP
www-nature-com-2208	332	4	to	to	IN
www-nature-com-2208	332	5	Barend	barend	VB
www-nature-com-2208	332	6	Mons	mon	NNS
www-nature-com-2208	332	7	.	.	.
www-nature-com-2208	333	1	Ethics	Ethics	NNP
www-nature-com-2208	333	2	declarations	declaration	NNS
www-nature-com-2208	333	3	Competing	Competing	NNP
www-nature-com-2208	333	4	interests	interest	NNS
www-nature-com-2208	333	5	M.A.	M.A.	NNP
www-nature-com-2208	334	1	is	be	VBZ
www-nature-com-2208	334	2	the	the	DT
www-nature-com-2208	334	3	Nature	Nature	NNP
www-nature-com-2208	334	4	Genetics	Genetics	NNPS
www-nature-com-2208	334	5	’	’	POS
www-nature-com-2208	334	6	Editor	Editor	NNP
www-nature-com-2208	334	7	in	in	IN
www-nature-com-2208	334	8	Chief	Chief	NNP
www-nature-com-2208	334	9	;	;	:
www-nature-com-2208	334	10	S.A.S.	S.A.S.	NNP
www-nature-com-2208	335	1	is	be	VBZ
www-nature-com-2208	335	2	Scientific	Scientific	NNP
www-nature-com-2208	335	3	Data	Data	NNPS
www-nature-com-2208	335	4	’s	’s	POS
www-nature-com-2208	335	5	Honorary	Honorary	NNP
www-nature-com-2208	335	6	Academic	Academic	NNP
www-nature-com-2208	335	7	Editor	Editor	NNP
www-nature-com-2208	335	8	and	and	CC
www-nature-com-2208	335	9	consultant	consultant	NN
www-nature-com-2208	335	10	.	.	.
www-nature-com-2208	336	1	Rights	right	NNS
www-nature-com-2208	336	2	and	and	CC
www-nature-com-2208	336	3	permissions	permission	NNS
www-nature-com-2208	336	4	This	this	DT
www-nature-com-2208	336	5	work	work	NN
www-nature-com-2208	336	6	is	be	VBZ
www-nature-com-2208	336	7	licensed	license	VBN
www-nature-com-2208	336	8	under	under	IN
www-nature-com-2208	336	9	a	a	DT
www-nature-com-2208	336	10	Creative	Creative	NNP
www-nature-com-2208	336	11	Commons	Commons	NNP
www-nature-com-2208	336	12	Attribution	Attribution	NNP
www-nature-com-2208	336	13	4.0	4.0	CD
www-nature-com-2208	336	14	International	International	NNP
www-nature-com-2208	336	15	License	License	NNP
www-nature-com-2208	336	16	.	.	.
www-nature-com-2208	337	1	The	the	DT
www-nature-com-2208	337	2	images	image	NNS
www-nature-com-2208	337	3	or	or	CC
www-nature-com-2208	337	4	other	other	JJ
www-nature-com-2208	337	5	third	third	JJ
www-nature-com-2208	337	6	party	party	NN
www-nature-com-2208	337	7	material	material	NN
www-nature-com-2208	337	8	in	in	IN
www-nature-com-2208	337	9	this	this	DT
www-nature-com-2208	337	10	article	article	NN
www-nature-com-2208	337	11	are	be	VBP
www-nature-com-2208	337	12	included	include	VBN
www-nature-com-2208	337	13	in	in	IN
www-nature-com-2208	337	14	the	the	DT
www-nature-com-2208	337	15	article	article	NN
www-nature-com-2208	337	16	’s	’s	POS
www-nature-com-2208	337	17	Creative	Creative	NNP
www-nature-com-2208	337	18	Commons	Commons	NNP
www-nature-com-2208	337	19	license	license	NN
www-nature-com-2208	337	20	,	,	,
www-nature-com-2208	337	21	unless	unless	IN
www-nature-com-2208	337	22	indicated	indicate	VBN
www-nature-com-2208	337	23	otherwise	otherwise	RB
www-nature-com-2208	337	24	in	in	IN
www-nature-com-2208	337	25	the	the	DT
www-nature-com-2208	337	26	credit	credit	NN
www-nature-com-2208	337	27	line	line	NN
www-nature-com-2208	337	28	;	;	:
www-nature-com-2208	337	29	if	if	IN
www-nature-com-2208	337	30	the	the	DT
www-nature-com-2208	337	31	material	material	NN
www-nature-com-2208	337	32	is	be	VBZ
www-nature-com-2208	337	33	not	not	RB
www-nature-com-2208	337	34	included	include	VBN
www-nature-com-2208	337	35	under	under	IN
www-nature-com-2208	337	36	the	the	DT
www-nature-com-2208	337	37	Creative	Creative	NNP
www-nature-com-2208	337	38	Commons	Commons	NNP
www-nature-com-2208	337	39	license	license	NN
www-nature-com-2208	337	40	,	,	,
www-nature-com-2208	337	41	users	user	NNS
www-nature-com-2208	337	42	will	will	MD
www-nature-com-2208	337	43	need	need	VB
www-nature-com-2208	337	44	to	to	TO
www-nature-com-2208	337	45	obtain	obtain	VB
www-nature-com-2208	337	46	permission	permission	NN
www-nature-com-2208	337	47	from	from	IN
www-nature-com-2208	337	48	the	the	DT
www-nature-com-2208	337	49	license	license	NN
www-nature-com-2208	337	50	holder	holder	NN
www-nature-com-2208	337	51	to	to	TO
www-nature-com-2208	337	52	reproduce	reproduce	VB
www-nature-com-2208	337	53	the	the	DT
www-nature-com-2208	337	54	material	material	NN
www-nature-com-2208	337	55	.	.	.
www-nature-com-2208	338	1	To	to	TO
www-nature-com-2208	338	2	view	view	VB
www-nature-com-2208	338	3	a	a	DT
www-nature-com-2208	338	4	copy	copy	NN
www-nature-com-2208	338	5	of	of	IN
www-nature-com-2208	338	6	this	this	DT
www-nature-com-2208	338	7	license	license	NN
www-nature-com-2208	338	8	,	,	,
www-nature-com-2208	338	9	visit	visit	VB
www-nature-com-2208	338	10	http://creativecommons.org/licenses/by/4.0	http://creativecommons.org/licenses/by/4.0	NNP
www-nature-com-2208	338	11	Metadata	Metadata	NNP
www-nature-com-2208	338	12	associated	associate	VBN
www-nature-com-2208	338	13	with	with	IN
www-nature-com-2208	338	14	this	this	DT
www-nature-com-2208	338	15	Data	Data	NNP
www-nature-com-2208	338	16	Descriptor	Descriptor	NNP
www-nature-com-2208	338	17	is	be	VBZ
www-nature-com-2208	338	18	available	available	JJ
www-nature-com-2208	338	19	at	at	IN
www-nature-com-2208	338	20	http://www.nature.com/sdata/	http://www.nature.com/sdata/	NNPS
www-nature-com-2208	338	21	and	and	CC
www-nature-com-2208	338	22	is	be	VBZ
www-nature-com-2208	338	23	released	release	VBN
www-nature-com-2208	338	24	under	under	IN
www-nature-com-2208	338	25	the	the	DT
www-nature-com-2208	338	26	CC0	CC0	NNP
www-nature-com-2208	338	27	waiver	waiver	NN
www-nature-com-2208	338	28	to	to	TO
www-nature-com-2208	338	29	maximize	maximize	VB
www-nature-com-2208	338	30	reuse	reuse	NN
www-nature-com-2208	338	31	.	.	.
www-nature-com-2208	339	1	Reprints	reprint	NNS
www-nature-com-2208	339	2	and	and	CC
www-nature-com-2208	339	3	Permissions	permission	NNS
www-nature-com-2208	339	4	About	about	IN
www-nature-com-2208	339	5	this	this	DT
www-nature-com-2208	339	6	article	article	NN
www-nature-com-2208	339	7	Cite	cite	VB
www-nature-com-2208	339	8	this	this	DT
www-nature-com-2208	339	9	article	article	NN
www-nature-com-2208	339	10	Wilkinson	Wilkinson	NNP
www-nature-com-2208	339	11	,	,	,
www-nature-com-2208	339	12	M.	M.	NNP
www-nature-com-2208	339	13	,	,	,
www-nature-com-2208	339	14	Dumontier	Dumontier	NNP
www-nature-com-2208	339	15	,	,	,
www-nature-com-2208	339	16	M.	M.	NNP
www-nature-com-2208	339	17	,	,	,
www-nature-com-2208	339	18	Aalbersberg	Aalbersberg	NNP
www-nature-com-2208	339	19	,	,	,
www-nature-com-2208	339	20	I.	I.	NNP
www-nature-com-2208	339	21	et	et	NNP
www-nature-com-2208	339	22	al	al	NNP
www-nature-com-2208	339	23	.	.	.
www-nature-com-2208	340	1	The	the	DT
www-nature-com-2208	340	2	FAIR	FAIR	NNP
www-nature-com-2208	340	3	Guiding	Guiding	NNP
www-nature-com-2208	340	4	Principles	Principles	NNPS
www-nature-com-2208	340	5	for	for	IN
www-nature-com-2208	340	6	scientific	scientific	JJ
www-nature-com-2208	340	7	data	data	NN
www-nature-com-2208	340	8	management	management	NN
www-nature-com-2208	340	9	and	and	CC
www-nature-com-2208	340	10	stewardship	stewardship	NN
www-nature-com-2208	340	11	.	.	.
www-nature-com-2208	341	1	Sci	Sci	NNP
www-nature-com-2208	341	2	Data	Data	NNP
www-nature-com-2208	341	3	3	3	CD
www-nature-com-2208	341	4	,	,	,
www-nature-com-2208	341	5	160018	160018	CD
www-nature-com-2208	341	6	(	(	-LRB-
www-nature-com-2208	341	7	2016	2016	CD
www-nature-com-2208	341	8	)	)	-RRB-
www-nature-com-2208	341	9	.	.	.
www-nature-com-2208	342	1	https://doi.org/10.1038/sdata.2016.18	https://doi.org/10.1038/sdata.2016.18	NNP
www-nature-com-2208	342	2	Download	download	JJ
www-nature-com-2208	342	3	citation	citation	NN
www-nature-com-2208	342	4	Received	receive	VBD
www-nature-com-2208	342	5	:	:	:
www-nature-com-2208	342	6	10	10	CD
www-nature-com-2208	342	7	December	December	NNP
www-nature-com-2208	342	8	2015	2015	CD
www-nature-com-2208	342	9	Accepted	accept	VBD
www-nature-com-2208	342	10	:	:	:
www-nature-com-2208	342	11	12	12	CD
www-nature-com-2208	342	12	February	February	NNP
www-nature-com-2208	342	13	2016	2016	CD
www-nature-com-2208	342	14	Published	publish	VBD
www-nature-com-2208	342	15	:	:	:
www-nature-com-2208	342	16	15	15	CD
www-nature-com-2208	342	17	March	March	NNP
www-nature-com-2208	342	18	2016	2016	CD
www-nature-com-2208	342	19	DOI	DOI	NNP
www-nature-com-2208	342	20	:	:	:
www-nature-com-2208	342	21	https://doi.org/10.1038/sdata.2016.18	https://doi.org/10.1038/sdata.2016.18	NNP
www-nature-com-2208	342	22	Further	further	JJ
www-nature-com-2208	342	23	reading	read	VBG
www-nature-com-2208	342	24	Neuroplasticity	neuroplasticity	NN
www-nature-com-2208	342	25	in	in	IN
www-nature-com-2208	342	26	the	the	DT
www-nature-com-2208	342	27	phonological	phonological	JJ
www-nature-com-2208	342	28	system	system	NN
www-nature-com-2208	342	29	:	:	:
www-nature-com-2208	342	30	The	the	DT
www-nature-com-2208	342	31	PMN	PMN	NNP
www-nature-com-2208	342	32	and	and	CC
www-nature-com-2208	342	33	the	the	DT
www-nature-com-2208	342	34	N400	N400	NNP
www-nature-com-2208	342	35	as	as	IN
www-nature-com-2208	342	36	markers	marker	NNS
www-nature-com-2208	342	37	for	for	IN
www-nature-com-2208	342	38	the	the	DT
www-nature-com-2208	342	39	perception	perception	NN
www-nature-com-2208	342	40	of	of	IN
www-nature-com-2208	342	41	non	non	JJ
www-nature-com-2208	342	42	-	-	JJ
www-nature-com-2208	342	43	native	native	JJ
www-nature-com-2208	342	44	phonemic	phonemic	NN
www-nature-com-2208	342	45	contrasts	contrast	NNS
www-nature-com-2208	342	46	by	by	IN
www-nature-com-2208	342	47	late	late	JJ
www-nature-com-2208	342	48	second	second	JJ
www-nature-com-2208	342	49	language	language	NN
www-nature-com-2208	342	50	learners	learner	NNS
www-nature-com-2208	342	51	Karin	Karin	NNP
www-nature-com-2208	342	52	Heidlmayr	Heidlmayr	NNP
www-nature-com-2208	342	53	,	,	,
www-nature-com-2208	342	54	Emmanuel	Emmanuel	NNP
www-nature-com-2208	342	55	Ferragne	Ferragne	NNP
www-nature-com-2208	342	56	 	  	_SP
www-nature-com-2208	342	57	&	&	CC
www-nature-com-2208	342	58	 	  	_SP
www-nature-com-2208	342	59	Frédéric	Frédéric	NNP
www-nature-com-2208	342	60	Isel	Isel	NNP
www-nature-com-2208	342	61	Neuropsychologia	Neuropsychologia	NNP
www-nature-com-2208	342	62	(	(	-LRB-
www-nature-com-2208	342	63	2021	2021	CD
www-nature-com-2208	342	64	)	)	-RRB-
www-nature-com-2208	342	65	BioContainers	biocontainer	NNS
www-nature-com-2208	342	66	Registry	Registry	NNP
www-nature-com-2208	342	67	:	:	:
www-nature-com-2208	342	68	Searching	Searching	NNP
www-nature-com-2208	342	69	Bioinformatics	Bioinformatics	NNPS
www-nature-com-2208	342	70	and	and	CC
www-nature-com-2208	342	71	Proteomics	Proteomics	NNP
www-nature-com-2208	342	72	Tools	Tools	NNPS
www-nature-com-2208	342	73	,	,	,
www-nature-com-2208	342	74	Packages	package	NNS
www-nature-com-2208	342	75	,	,	,
www-nature-com-2208	342	76	and	and	CC
www-nature-com-2208	342	77	Containers	Containers	NNP
www-nature-com-2208	342	78	Jingwen	Jingwen	NNP
www-nature-com-2208	342	79	Bai	Bai	NNP
www-nature-com-2208	342	80	,	,	,
www-nature-com-2208	342	81	Chakradhar	Chakradhar	NNP
www-nature-com-2208	342	82	Bandla	Bandla	NNP
www-nature-com-2208	342	83	,	,	,
www-nature-com-2208	342	84	Jiaxin	Jiaxin	NNP
www-nature-com-2208	342	85	Guo	Guo	NNP
www-nature-com-2208	342	86	,	,	,
www-nature-com-2208	342	87	Roberto	Roberto	NNP
www-nature-com-2208	342	88	Vera	Vera	NNP
www-nature-com-2208	342	89	Alvarez	Alvarez	NNP
www-nature-com-2208	342	90	,	,	,
www-nature-com-2208	342	91	Mingze	Mingze	NNP
www-nature-com-2208	342	92	Bai	Bai	NNP
www-nature-com-2208	342	93	,	,	,
www-nature-com-2208	342	94	Juan	Juan	NNP
www-nature-com-2208	342	95	Antonio	Antonio	NNP
www-nature-com-2208	342	96	Vizcaíno	Vizcaíno	NNP
www-nature-com-2208	342	97	,	,	,
www-nature-com-2208	342	98	Pablo	Pablo	NNP
www-nature-com-2208	342	99	Moreno	Moreno	NNP
www-nature-com-2208	342	100	,	,	,
www-nature-com-2208	342	101	Björn	Björn	NNP
www-nature-com-2208	342	102	Grüning	Grüning	NNP
www-nature-com-2208	342	103	,	,	,
www-nature-com-2208	342	104	Olivier	Olivier	NNP
www-nature-com-2208	342	105	Sallou	Sallou	NNP
www-nature-com-2208	342	106	 	  	_SP
www-nature-com-2208	342	107	&	&	CC
www-nature-com-2208	342	108	 	  	_SP
www-nature-com-2208	342	109	Yasset	Yasset	NNP
www-nature-com-2208	342	110	Perez	Perez	NNP
www-nature-com-2208	342	111	-	-	HYPH
www-nature-com-2208	342	112	Riverol	Riverol	NNP
www-nature-com-2208	342	113	Journal	Journal	NNP
www-nature-com-2208	342	114	of	of	IN
www-nature-com-2208	342	115	Proteome	Proteome	NNP
www-nature-com-2208	342	116	Research	Research	NNP
www-nature-com-2208	342	117	(	(	-LRB-
www-nature-com-2208	342	118	2021	2021	CD
www-nature-com-2208	342	119	)	)	-RRB-
www-nature-com-2208	342	120	Why	why	WRB
www-nature-com-2208	342	121	openness	openness	NN
www-nature-com-2208	342	122	makes	make	VBZ
www-nature-com-2208	342	123	research	research	NN
www-nature-com-2208	342	124	infrastructure	infrastructure	NN
www-nature-com-2208	342	125	resilient	resilient	JJ
www-nature-com-2208	342	126	Helena	Helena	NNP
www-nature-com-2208	342	127	Cousijn	Cousijn	NNP
www-nature-com-2208	342	128	,	,	,
www-nature-com-2208	342	129	Ginny	Ginny	NNP
www-nature-com-2208	342	130	Hendricks	Hendricks	NNPS
www-nature-com-2208	342	131	 	  	_SP
www-nature-com-2208	342	132	&	&	CC
www-nature-com-2208	342	133	 	  	_SP
www-nature-com-2208	342	134	Alice	Alice	NNP
www-nature-com-2208	342	135	Meadows	Meadows	NNP
www-nature-com-2208	342	136	Learned	learn	VBD
www-nature-com-2208	342	137	Publishing	Publishing	NNP
www-nature-com-2208	342	138	(	(	-LRB-
www-nature-com-2208	342	139	2021	2021	CD
www-nature-com-2208	342	140	)	)	-RRB-
www-nature-com-2208	342	141	Promoting	promote	VBG
www-nature-com-2208	342	142	Ethically	Ethically	NNP
www-nature-com-2208	342	143	Responsible	responsible	JJ
www-nature-com-2208	342	144	Use	use	NN
www-nature-com-2208	342	145	of	of	IN
www-nature-com-2208	342	146	Agricultural	Agricultural	NNP
www-nature-com-2208	342	147	Biotechnology	Biotechnology	NNP
www-nature-com-2208	342	148	Antoine	Antoine	NNP
www-nature-com-2208	342	149	L.	L.	NNP
www-nature-com-2208	342	150	Harfouche	Harfouche	NNP
www-nature-com-2208	342	151	,	,	,
www-nature-com-2208	342	152	Vasiliki	Vasiliki	NNP
www-nature-com-2208	342	153	Petousi	Petousi	NNP
www-nature-com-2208	342	154	,	,	,
www-nature-com-2208	342	155	Richard	Richard	NNP
www-nature-com-2208	342	156	Meilan	Meilan	NNP
www-nature-com-2208	342	157	,	,	,
www-nature-com-2208	342	158	Jeremy	Jeremy	NNP
www-nature-com-2208	342	159	Sweet	Sweet	NNP
www-nature-com-2208	342	160	,	,	,
www-nature-com-2208	342	161	Tomasz	Tomasz	NNP
www-nature-com-2208	342	162	Twardowski	Twardowski	NNP
www-nature-com-2208	342	163	 	  	_SP
www-nature-com-2208	342	164	&	&	CC
www-nature-com-2208	342	165	 	  	_SP
www-nature-com-2208	342	166	Arie	Arie	NNP
www-nature-com-2208	342	167	Altman	Altman	NNP
www-nature-com-2208	342	168	Trends	Trends	NNPS
www-nature-com-2208	342	169	in	in	IN
www-nature-com-2208	342	170	Plant	Plant	NNP
www-nature-com-2208	342	171	Science	Science	NNP
www-nature-com-2208	342	172	(	(	-LRB-
www-nature-com-2208	342	173	2021	2021	CD
www-nature-com-2208	342	174	)	)	-RRB-
www-nature-com-2208	342	175	Ten	ten	CD
www-nature-com-2208	342	176	simple	simple	JJ
www-nature-com-2208	342	177	rules	rule	NNS
www-nature-com-2208	342	178	for	for	IN
www-nature-com-2208	342	179	navigating	navigate	VBG
www-nature-com-2208	342	180	the	the	DT
www-nature-com-2208	342	181	computational	computational	JJ
www-nature-com-2208	342	182	aspect	aspect	NN
www-nature-com-2208	342	183	of	of	IN
www-nature-com-2208	342	184	an	an	DT
www-nature-com-2208	342	185	interdisciplinary	interdisciplinary	JJ
www-nature-com-2208	342	186	PhD	phd	NN
www-nature-com-2208	342	187	Sabrina	Sabrina	NNP
www-nature-com-2208	342	188	Islam	Islam	NNP
www-nature-com-2208	342	189	,	,	,
www-nature-com-2208	342	190	Christine	Christine	NNP
www-nature-com-2208	342	191	A.	a.	NN
www-nature-com-2208	343	1	Wells	Wells	NNP
www-nature-com-2208	343	2	 	  	_SP
www-nature-com-2208	343	3	&	&	CC
www-nature-com-2208	343	4	 	  	_SP
www-nature-com-2208	343	5	Russell	Russell	NNP
www-nature-com-2208	343	6	Schwartz	Schwartz	NNP
www-nature-com-2208	343	7	PLOS	PLOS	NNP
www-nature-com-2208	343	8	Computational	Computational	NNP
www-nature-com-2208	343	9	Biology	Biology	NNP
www-nature-com-2208	343	10	(	(	-LRB-
www-nature-com-2208	343	11	2021	2021	CD
www-nature-com-2208	343	12	)	)	-RRB-
www-nature-com-2208	343	13	Download	Download	NNP
www-nature-com-2208	343	14	PDF	PDF	NNP
www-nature-com-2208	343	15	Associated	Associated	NNP
www-nature-com-2208	343	16	Content	Content	NNP
www-nature-com-2208	343	17	Collection	Collection	NNP
www-nature-com-2208	343	18	Scientific	Scientific	NNP
www-nature-com-2208	343	19	data	datum	NNS
www-nature-com-2208	343	20	Collection	collection	NN
www-nature-com-2208	343	21	Metadata	Metadata	NNP
www-nature-com-2208	343	22	quality	quality	NN
www-nature-com-2208	343	23	Explore	Explore	NNP
www-nature-com-2208	343	24	content	content	NN
www-nature-com-2208	343	25	Research	Research	NNP
www-nature-com-2208	343	26	articles	article	VBZ
www-nature-com-2208	343	27	News	News	NNP
www-nature-com-2208	343	28	&	&	CC
www-nature-com-2208	343	29	Comment	Comment	NNP
www-nature-com-2208	343	30	Collections	Collections	NNPS
www-nature-com-2208	343	31	Follow	follow	VBP
www-nature-com-2208	343	32	us	-PRON-	PRP
www-nature-com-2208	343	33	on	on	IN
www-nature-com-2208	343	34	Facebook	Facebook	NNP
www-nature-com-2208	343	35	Follow	follow	VB
www-nature-com-2208	343	36	us	-PRON-	PRP
www-nature-com-2208	343	37	on	on	IN
www-nature-com-2208	343	38	Twitter	Twitter	NNP
www-nature-com-2208	343	39	Sign	Sign	NNP
www-nature-com-2208	343	40	up	up	RP
www-nature-com-2208	343	41	for	for	IN
www-nature-com-2208	343	42	alerts	alert	NNS
www-nature-com-2208	343	43	RSS	RSS	NNP
www-nature-com-2208	343	44	feed	feed	NN
www-nature-com-2208	343	45	Journal	Journal	NNP
www-nature-com-2208	343	46	information	information	NN
www-nature-com-2208	343	47	About	about	IN
www-nature-com-2208	343	48	Publish	publish	JJ
www-nature-com-2208	343	49	Policies	policy	NNS
www-nature-com-2208	343	50	Contact	contact	NN
www-nature-com-2208	343	51	Publish	publish	VBP
www-nature-com-2208	343	52	with	with	IN
www-nature-com-2208	343	53	us	-PRON-	PRP
www-nature-com-2208	343	54	For	for	IN
www-nature-com-2208	343	55	Authors	Authors	NNP
www-nature-com-2208	343	56	Submit	Submit	NNP
www-nature-com-2208	343	57	manuscript	manuscript	NN
www-nature-com-2208	343	58	Search	Search	NNP
www-nature-com-2208	343	59	Search	Search	NNP
www-nature-com-2208	343	60	articles	article	NNS
www-nature-com-2208	343	61	by	by	IN
www-nature-com-2208	343	62	subject	subject	JJ
www-nature-com-2208	343	63	,	,	,
www-nature-com-2208	343	64	keyword	keyword	NN
www-nature-com-2208	343	65	or	or	CC
www-nature-com-2208	343	66	author	author	NN
www-nature-com-2208	343	67	Show	Show	NNP
www-nature-com-2208	343	68	results	result	VBZ
www-nature-com-2208	343	69	from	from	IN
www-nature-com-2208	343	70	All	all	DT
www-nature-com-2208	343	71	journals	journal	NNS
www-nature-com-2208	343	72	This	this	DT
www-nature-com-2208	343	73	journal	journal	NN
www-nature-com-2208	343	74	Search	Search	NNP
www-nature-com-2208	343	75	Advanced	Advanced	NNP
www-nature-com-2208	343	76	search	search	NN
www-nature-com-2208	343	77	Quick	quick	JJ
www-nature-com-2208	343	78	links	link	NNS
www-nature-com-2208	343	79	Explore	explore	VBP
www-nature-com-2208	343	80	articles	article	NNS
www-nature-com-2208	343	81	by	by	IN
www-nature-com-2208	343	82	subject	subject	JJ
www-nature-com-2208	343	83	Find	find	VB
www-nature-com-2208	343	84	a	a	DT
www-nature-com-2208	343	85	job	job	NN
www-nature-com-2208	343	86	Guide	Guide	NNP
www-nature-com-2208	343	87	to	to	TO
www-nature-com-2208	343	88	authors	author	NNS
www-nature-com-2208	343	89	Editorial	editorial	JJ
www-nature-com-2208	343	90	policies	policy	NNS
www-nature-com-2208	343	91	Scientific	Scientific	NNP
www-nature-com-2208	343	92	Data	Data	NNP
www-nature-com-2208	343	93	ISSN	ISSN	NNP
www-nature-com-2208	343	94	2052	2052	CD
www-nature-com-2208	343	95	-	-	SYM
www-nature-com-2208	343	96	4463	4463	CD
www-nature-com-2208	343	97	(	(	-LRB-
www-nature-com-2208	343	98	online	online	NN
www-nature-com-2208	343	99	)	)	-RRB-
www-nature-com-2208	343	100	nature.com	nature.com	ADD
www-nature-com-2208	343	101	sitemap	sitemap	NNP
www-nature-com-2208	343	102	About	about	IN
www-nature-com-2208	343	103	us	us	NNP
www-nature-com-2208	343	104	Press	Press	NNP
www-nature-com-2208	343	105	releases	release	VBZ
www-nature-com-2208	343	106	Press	Press	NNP
www-nature-com-2208	343	107	office	office	NN
www-nature-com-2208	343	108	Contact	contact	NN
www-nature-com-2208	343	109	us	-PRON-	PRP
www-nature-com-2208	343	110	Discover	discover	VBP
www-nature-com-2208	343	111	content	content	NN
www-nature-com-2208	343	112	Journals	Journals	NNP
www-nature-com-2208	343	113	A	a	NN
www-nature-com-2208	343	114	-	-	HYPH
www-nature-com-2208	343	115	Z	z	NN
www-nature-com-2208	343	116	Articles	article	NNS
www-nature-com-2208	343	117	by	by	IN
www-nature-com-2208	343	118	subject	subject	JJ
www-nature-com-2208	343	119	Nano	Nano	NNP
www-nature-com-2208	343	120	Protocol	Protocol	NNP
www-nature-com-2208	343	121	Exchange	Exchange	NNP
www-nature-com-2208	343	122	Nature	Nature	NNP
www-nature-com-2208	343	123	Index	Index	NNP
www-nature-com-2208	343	124	Publishing	Publishing	NNP
www-nature-com-2208	343	125	policies	policy	NNS
www-nature-com-2208	343	126	Nature	nature	NN
www-nature-com-2208	343	127	portfolio	portfolio	NN
www-nature-com-2208	343	128	policies	policy	NNS
www-nature-com-2208	343	129	Open	open	JJ
www-nature-com-2208	343	130	access	access	NN
www-nature-com-2208	343	131	Author	Author	NNP
www-nature-com-2208	343	132	&	&	CC
www-nature-com-2208	343	133	Researcher	Researcher	NNP
www-nature-com-2208	343	134	services	service	NNS
www-nature-com-2208	343	135	Reprints	Reprints	NNPS
www-nature-com-2208	343	136	&	&	CC
www-nature-com-2208	343	137	permissions	permission	NNS
www-nature-com-2208	343	138	Research	Research	NNP
www-nature-com-2208	343	139	data	datum	NNS
www-nature-com-2208	343	140	Language	Language	NNP
www-nature-com-2208	343	141	editing	edit	VBG
www-nature-com-2208	343	142	Scientific	scientific	JJ
www-nature-com-2208	343	143	editing	editing	NN
www-nature-com-2208	343	144	Nature	Nature	NNP
www-nature-com-2208	343	145	Masterclasses	Masterclasses	NNPS
www-nature-com-2208	343	146	Nature	Nature	NNP
www-nature-com-2208	343	147	Research	Research	NNP
www-nature-com-2208	343	148	Academies	Academies	NNPS
www-nature-com-2208	343	149	Libraries	Libraries	NNPS
www-nature-com-2208	343	150	&	&	CC
www-nature-com-2208	343	151	institutions	institutions	NNP
www-nature-com-2208	343	152	Librarian	librarian	JJ
www-nature-com-2208	343	153	service	service	NN
www-nature-com-2208	343	154	&	&	CC
www-nature-com-2208	343	155	tools	tools	NNP
www-nature-com-2208	343	156	Librarian	Librarian	NNP
www-nature-com-2208	343	157	portal	portal	JJ
www-nature-com-2208	343	158	Open	open	JJ
www-nature-com-2208	343	159	research	research	NN
www-nature-com-2208	343	160	Recommend	Recommend	NNP
www-nature-com-2208	343	161	to	to	TO
www-nature-com-2208	343	162	library	library	NN
www-nature-com-2208	343	163	Advertising	Advertising	NNP
www-nature-com-2208	343	164	&	&	CC
www-nature-com-2208	343	165	partnerships	partnership	NNS
www-nature-com-2208	343	166	Advertising	Advertising	NNP
www-nature-com-2208	343	167	Partnerships	Partnerships	NNP
www-nature-com-2208	343	168	&	&	CC
www-nature-com-2208	343	169	Services	Services	NNP
www-nature-com-2208	343	170	Media	Media	NNP
www-nature-com-2208	343	171	kits	kit	NNS
www-nature-com-2208	343	172	Branded	brand	VBD
www-nature-com-2208	343	173	content	content	NN
www-nature-com-2208	343	174	Career	Career	NNP
www-nature-com-2208	343	175	development	development	NN
www-nature-com-2208	343	176	Nature	Nature	NNP
www-nature-com-2208	343	177	Careers	Careers	NNPS
www-nature-com-2208	343	178	Nature	Nature	NNP
www-nature-com-2208	343	179	Conferences	conference	VBZ
www-nature-com-2208	343	180	Nature	Nature	NNP
www-nature-com-2208	343	181	events	event	VBZ
www-nature-com-2208	343	182	Regional	regional	JJ
www-nature-com-2208	343	183	websites	website	NNS
www-nature-com-2208	343	184	Nature	Nature	NNP
www-nature-com-2208	343	185	Africa	Africa	NNP
www-nature-com-2208	343	186	Nature	Nature	NNP
www-nature-com-2208	343	187	China	China	NNP
www-nature-com-2208	343	188	Nature	Nature	NNP
www-nature-com-2208	343	189	India	India	NNP
www-nature-com-2208	343	190	Nature	Nature	NNP
www-nature-com-2208	343	191	Italy	Italy	NNP
www-nature-com-2208	343	192	Nature	Nature	NNP
www-nature-com-2208	343	193	Japan	Japan	NNP
www-nature-com-2208	343	194	Nature	Nature	NNP
www-nature-com-2208	343	195	Korea	Korea	NNP
www-nature-com-2208	343	196	Nature	Nature	NNP
www-nature-com-2208	343	197	Middle	Middle	NNP
www-nature-com-2208	343	198	East	East	NNP
www-nature-com-2208	343	199	Legal	Legal	NNP
www-nature-com-2208	343	200	&	&	CC
www-nature-com-2208	343	201	Privacy	Privacy	NNP
www-nature-com-2208	343	202	Privacy	Privacy	NNP
www-nature-com-2208	343	203	Policy	Policy	NNP
www-nature-com-2208	343	204	Use	use	NN
www-nature-com-2208	343	205	of	of	IN
www-nature-com-2208	343	206	cookies	cookie	NNS
www-nature-com-2208	343	207	Manage	manage	VB
www-nature-com-2208	343	208	cookies	cookie	NNS
www-nature-com-2208	343	209	/	/	SYM
www-nature-com-2208	343	210	Do	do	VBP
www-nature-com-2208	343	211	not	not	RB
www-nature-com-2208	343	212	sell	sell	VB
www-nature-com-2208	343	213	my	-PRON-	PRP$
www-nature-com-2208	343	214	data	datum	NNS
www-nature-com-2208	343	215	Legal	legal	JJ
www-nature-com-2208	343	216	notice	notice	NN
www-nature-com-2208	343	217	Accessibility	Accessibility	NNP
www-nature-com-2208	343	218	statement	statement	NN
www-nature-com-2208	343	219	Terms	term	NNS
www-nature-com-2208	343	220	&	&	CC
www-nature-com-2208	343	221	Conditions	Conditions	NNPS
www-nature-com-2208	343	222	California	California	NNP
www-nature-com-2208	343	223	Privacy	Privacy	NNP
www-nature-com-2208	343	224	Statement	Statement	NNP
www-nature-com-2208	343	225	©	©	NNP
www-nature-com-2208	343	226	2021	2021	CD
www-nature-com-2208	343	227	Springer	Springer	NNP
www-nature-com-2208	343	228	Nature	Nature	NNP
www-nature-com-2208	343	229	Limited	limited	JJ
www-nature-com-2208	343	230	\	\	NN
www-nature-com-2208	343	231	Close	close	JJ
www-nature-com-2208	343	232	Sign	sign	NN
www-nature-com-2208	343	233	up	up	RP
www-nature-com-2208	343	234	for	for	IN
www-nature-com-2208	343	235	the	the	DT
www-nature-com-2208	343	236	Nature	Nature	NNP
www-nature-com-2208	343	237	Briefing	Briefing	NNP
www-nature-com-2208	343	238	newsletter	newsletter	NN
www-nature-com-2208	343	239	—	—	:
www-nature-com-2208	343	240	what	what	WP
www-nature-com-2208	343	241	matters	matter	NNS
www-nature-com-2208	343	242	in	in	IN
www-nature-com-2208	343	243	science	science	NN
www-nature-com-2208	343	244	,	,	,
www-nature-com-2208	343	245	free	free	JJ
www-nature-com-2208	343	246	to	to	IN
www-nature-com-2208	343	247	your	-PRON-	PRP$
www-nature-com-2208	343	248	inbox	inbox	JJ
www-nature-com-2208	343	249	daily	daily	RB
www-nature-com-2208	343	250	.	.	.
www-nature-com-2208	344	1	Email	email	NN
www-nature-com-2208	344	2	address	address	NN
www-nature-com-2208	344	3	Sign	sign	VB
www-nature-com-2208	344	4	up	up	RP
www-nature-com-2208	344	5	I	-PRON-	PRP
www-nature-com-2208	344	6	agree	agree	VBP
www-nature-com-2208	344	7	my	-PRON-	PRP$
www-nature-com-2208	344	8	information	information	NN
www-nature-com-2208	344	9	will	will	MD
www-nature-com-2208	344	10	be	be	VB
www-nature-com-2208	344	11	processed	process	VBN
www-nature-com-2208	344	12	in	in	IN
www-nature-com-2208	344	13	accordance	accordance	NN
www-nature-com-2208	344	14	with	with	IN
www-nature-com-2208	344	15	the	the	DT
www-nature-com-2208	344	16	Nature	Nature	NNP
www-nature-com-2208	344	17	and	and	CC
www-nature-com-2208	344	18	Springer	Springer	NNP
www-nature-com-2208	344	19	Nature	Nature	NNP
www-nature-com-2208	344	20	Limited	Limited	NNP
www-nature-com-2208	344	21	Privacy	Privacy	NNP
www-nature-com-2208	344	22	Policy	Policy	NNP
www-nature-com-2208	344	23	.	.	.
www-nature-com-2208	345	1	Close	close	RB
www-nature-com-2208	345	2	Get	get	VB
www-nature-com-2208	345	3	the	the	DT
www-nature-com-2208	345	4	most	most	RBS
www-nature-com-2208	345	5	important	important	JJ
www-nature-com-2208	345	6	science	science	NN
www-nature-com-2208	345	7	stories	story	NNS
www-nature-com-2208	345	8	of	of	IN
www-nature-com-2208	345	9	the	the	DT
www-nature-com-2208	345	10	day	day	NN
www-nature-com-2208	345	11	,	,	,
www-nature-com-2208	345	12	free	free	JJ
www-nature-com-2208	345	13	in	in	IN
www-nature-com-2208	345	14	your	-PRON-	PRP$
www-nature-com-2208	345	15	inbox	inbox	NN
www-nature-com-2208	345	16	.	.	.
www-nature-com-2208	346	1	Sign	sign	VB
www-nature-com-2208	346	2	up	up	RP
www-nature-com-2208	346	3	for	for	IN
www-nature-com-2208	346	4	Nature	Nature	NNP
www-nature-com-2208	346	5	Briefing	Briefing	NNP