id	sid	tid	token	lemma	pos
crl-16846	1	1	2	2	X
crl-16846	1	2	the	the	DET
crl-16846	1	3	reproducibility	reproducibility	NOUN
crl-16846	1	4	crisis	crisis	NOUN
crl-16846	1	5	and	and	CCONJ
crl-16846	1	6	academic	academic	ADJ
crl-16846	1	7	libraries	library	NOUN
crl-16846	1	8	in	in	ADP
crl-16846	1	9	recent	recent	ADJ
crl-16846	1	10	years	year	NOUN
crl-16846	1	11	,	,	PUNCT
crl-16846	1	12	evidence	evidence	NOUN
crl-16846	1	13	has	have	AUX
crl-16846	1	14	emerged	emerge	VERB
crl-16846	1	15	from	from	ADP
crl-16846	1	16	disciplines	discipline	NOUN
crl-16846	1	17	ranging	range	VERB
crl-16846	1	18	from	from	ADP
crl-16846	1	19	biology	biology	NOUN
crl-16846	1	20	to	to	ADP
crl-16846	1	21	economics	economic	NOUN
crl-16846	1	22	that	that	SCONJ
crl-16846	1	23	many	many	ADJ
crl-16846	1	24	scientific	scientific	ADJ
crl-16846	1	25	studies	study	NOUN
crl-16846	1	26	are	be	AUX
crl-16846	1	27	not	not	PART
crl-16846	1	28	reproducible	reproducible	ADJ
crl-16846	1	29	.	.	PUNCT
crl-16846	2	1	this	this	DET
crl-16846	2	2	evidence	evidence	NOUN
crl-16846	2	3	has	have	AUX
crl-16846	2	4	led	lead	VERB
crl-16846	2	5	to	to	ADP
crl-16846	2	6	declarations	declaration	NOUN
crl-16846	2	7	in	in	ADP
crl-16846	2	8	both	both	CCONJ
crl-16846	2	9	the	the	DET
crl-16846	2	10	scientific	scientific	ADJ
crl-16846	2	11	and	and	CCONJ
crl-16846	2	12	lay	lay	VERB
crl-16846	2	13	press	press	NOUN
crl-16846	2	14	that	that	SCONJ
crl-16846	2	15	science	science	NOUN
crl-16846	2	16	is	be	AUX
crl-16846	2	17	experiencing	experience	VERB
crl-16846	2	18	a	a	DET
crl-16846	2	19	“	"	PUNCT
crl-16846	2	20	reproducibility	reproducibility	NOUN
crl-16846	2	21	crisis	crisis	NOUN
crl-16846	2	22	”	"	PUNCT
crl-16846	2	23	and	and	CCONJ
crl-16846	2	24	that	that	SCONJ
crl-16846	2	25	this	this	DET
crl-16846	2	26	crisis	crisis	NOUN
crl-16846	2	27	has	have	VERB
crl-16846	2	28	significant	significant	ADJ
crl-16846	2	29	impacts	impact	NOUN
crl-16846	2	30	on	on	ADP
crl-16846	2	31	both	both	CCONJ
crl-16846	2	32	science	science	NOUN
crl-16846	2	33	and	and	CCONJ
crl-16846	2	34	society	society	NOUN
crl-16846	2	35	,	,	PUNCT
crl-16846	2	36	including	include	VERB
crl-16846	2	37	misdirected	misdirected	ADJ
crl-16846	2	38	effort	effort	NOUN
crl-16846	2	39	,	,	PUNCT
crl-16846	2	40	funding	funding	NOUN
crl-16846	2	41	,	,	PUNCT
crl-16846	2	42	and	and	CCONJ
crl-16846	2	43	policy	policy	NOUN
crl-16846	2	44	implemented	implement	VERB
crl-16846	2	45	on	on	ADP
crl-16846	2	46	the	the	DET
crl-16846	2	47	basis	basis	NOUN
crl-16846	2	48	of	of	ADP
crl-16846	2	49	irreproducible	irreproducible	ADJ
crl-16846	2	50	research	research	NOUN
crl-16846	2	51	.	.	PUNCT
crl-16846	3	1	in	in	ADP
crl-16846	3	2	many	many	ADJ
crl-16846	3	3	cases	case	NOUN
crl-16846	3	4	,	,	PUNCT
crl-16846	3	5	academic	academic	ADJ
crl-16846	3	6	libraries	library	NOUN
crl-16846	3	7	are	be	AUX
crl-16846	3	8	the	the	DET
crl-16846	3	9	natural	natural	ADJ
crl-16846	3	10	organizations	organization	NOUN
crl-16846	3	11	to	to	PART
crl-16846	3	12	lead	lead	VERB
crl-16846	3	13	efforts	effort	NOUN
crl-16846	3	14	to	to	PART
crl-16846	3	15	implement	implement	VERB
crl-16846	3	16	recommendations	recommendation	NOUN
crl-16846	3	17	from	from	ADP
crl-16846	3	18	journals	journal	NOUN
crl-16846	3	19	,	,	PUNCT
crl-16846	3	20	funders	funder	NOUN
crl-16846	3	21	,	,	PUNCT
crl-16846	3	22	and	and	CCONJ
crl-16846	3	23	societies	society	NOUN
crl-16846	3	24	to	to	PART
crl-16846	3	25	improve	improve	VERB
crl-16846	3	26	research	research	NOUN
crl-16846	3	27	reproducibility	reproducibility	NOUN
crl-16846	3	28	.	.	PUNCT
crl-16846	4	1	in	in	ADP
crl-16846	4	2	this	this	DET
crl-16846	4	3	editorial	editorial	NOUN
crl-16846	4	4	,	,	PUNCT
crl-16846	4	5	we	we	PRON
crl-16846	4	6	introduce	introduce	VERB
crl-16846	4	7	the	the	DET
crl-16846	4	8	reproducibility	reproducibility	NOUN
crl-16846	4	9	crisis	crisis	NOUN
crl-16846	4	10	,	,	PUNCT
crl-16846	4	11	define	define	VERB
crl-16846	4	12	reproducibility	reproducibility	NOUN
crl-16846	4	13	and	and	CCONJ
crl-16846	4	14	replicability	replicability	NOUN
crl-16846	4	15	,	,	PUNCT
crl-16846	4	16	and	and	CCONJ
crl-16846	4	17	then	then	ADV
crl-16846	4	18	discusses	discuss	VERB
crl-16846	4	19	how	how	SCONJ
crl-16846	4	20	academic	academic	ADJ
crl-16846	4	21	libraries	library	NOUN
crl-16846	4	22	can	can	AUX
crl-16846	4	23	lead	lead	VERB
crl-16846	4	24	institutional	institutional	ADJ
crl-16846	4	25	support	support	NOUN
crl-16846	4	26	for	for	ADP
crl-16846	4	27	reproducible	reproducible	ADJ
crl-16846	4	28	research	research	NOUN
crl-16846	4	29	.	.	PUNCT
crl-16846	5	1	background	background	NOUN
crl-16846	5	2	concerns	concern	NOUN
crl-16846	5	3	about	about	ADP
crl-16846	5	4	the	the	DET
crl-16846	5	5	reproducibility	reproducibility	NOUN
crl-16846	5	6	of	of	ADP
crl-16846	5	7	research	research	NOUN
crl-16846	5	8	have	have	AUX
crl-16846	5	9	become	become	VERB
crl-16846	5	10	an	an	DET
crl-16846	5	11	issue	issue	NOUN
crl-16846	5	12	in	in	ADP
crl-16846	5	13	a	a	DET
crl-16846	5	14	number	number	NOUN
crl-16846	5	15	disciplines	discipline	NOUN
crl-16846	5	16	,	,	PUNCT
crl-16846	5	17	including	include	VERB
crl-16846	5	18	psychology,1	psychology,1	NOUN
crl-16846	5	19	biology,2	biology,2	NOUN
crl-16846	5	20	biomedicine,3	biomedicine,3	NOUN
crl-16846	5	21	neuroscience,4	neuroscience,4	PROPN
crl-16846	5	22	drug	drug	PROPN
crl-16846	5	23	development,5	development,5	PROPN
crl-16846	5	24	chemistry,6	chemistry,6	PROPN
crl-16846	5	25	climate	climate	NOUN
crl-16846	5	26	science,7	science,7	ADJ
crl-16846	5	27	economics,8	economics,8	NOUN
crl-16846	5	28	and	and	CCONJ
crl-16846	5	29	education,9	education,9	NOUN
crl-16846	5	30	among	among	ADP
crl-16846	5	31	others	other	NOUN
crl-16846	5	32	.	.	PUNCT
crl-16846	6	1	one	one	NUM
crl-16846	6	2	recent	recent	ADJ
crl-16846	6	3	study	study	NOUN
crl-16846	6	4	estimated	estimate	VERB
crl-16846	6	5	the	the	DET
crl-16846	6	6	cost	cost	NOUN
crl-16846	6	7	of	of	ADP
crl-16846	6	8	funding	fund	VERB
crl-16846	6	9	irreproducible	irreproducible	ADJ
crl-16846	6	10	research	research	NOUN
crl-16846	6	11	at	at	ADP
crl-16846	6	12	$	$	SYM
crl-16846	6	13	28	28	NUM
crl-16846	6	14	billion	billion	NUM
crl-16846	6	15	a	a	DET
crl-16846	6	16	year	year	NOUN
crl-16846	6	17	in	in	ADP
crl-16846	6	18	the	the	DET
crl-16846	6	19	united	united	PROPN
crl-16846	6	20	states	states	PROPN
crl-16846	6	21	alone.10	alone.10	ADV
crl-16846	6	22	a	a	DET
crl-16846	6	23	number	number	NOUN
crl-16846	6	24	of	of	ADP
crl-16846	6	25	landmark	landmark	NOUN
crl-16846	6	26	studies	study	NOUN
crl-16846	6	27	have	have	AUX
crl-16846	6	28	garnered	garner	VERB
crl-16846	6	29	significant	significant	ADJ
crl-16846	6	30	attention	attention	NOUN
crl-16846	6	31	in	in	ADP
crl-16846	6	32	both	both	CCONJ
crl-16846	6	33	the	the	DET
crl-16846	6	34	scientific	scientific	ADJ
crl-16846	6	35	and	and	CCONJ
crl-16846	6	36	popular	popular	ADJ
crl-16846	6	37	press	press	NOUN
crl-16846	6	38	.	.	PUNCT
crl-16846	7	1	the	the	DET
crl-16846	7	2	open	open	ADJ
crl-16846	7	3	science	science	NOUN
crl-16846	7	4	collaboration	collaboration	NOUN
crl-16846	7	5	’s	’s	PART
crl-16846	7	6	reproducibility	reproducibility	NOUN
crl-16846	7	7	project	project	NOUN
crl-16846	7	8	in	in	ADP
crl-16846	7	9	psychology	psychology	NOUN
crl-16846	7	10	is	be	AUX
crl-16846	7	11	probably	probably	ADV
crl-16846	7	12	the	the	DET
crl-16846	7	13	most	most	ADV
crl-16846	7	14	well	well	ADV
crl-16846	7	15	-	-	PUNCT
crl-16846	7	16	known	know	VERB
crl-16846	7	17	of	of	ADP
crl-16846	7	18	these	these	DET
crl-16846	7	19	studies	study	NOUN
crl-16846	7	20	.	.	PUNCT
crl-16846	8	1	beginning	begin	VERB
crl-16846	8	2	in	in	ADP
crl-16846	8	3	2012	2012	NUM
crl-16846	8	4	,	,	PUNCT
crl-16846	8	5	the	the	DET
crl-16846	8	6	project	project	NOUN
crl-16846	8	7	sought	seek	VERB
crl-16846	8	8	to	to	PART
crl-16846	8	9	estimate	estimate	VERB
crl-16846	8	10	the	the	DET
crl-16846	8	11	reproducibility	reproducibility	NOUN
crl-16846	8	12	of	of	ADP
crl-16846	8	13	psychological	psychological	ADJ
crl-16846	8	14	science	science	NOUN
crl-16846	8	15	by	by	ADP
crl-16846	8	16	having	have	VERB
crl-16846	8	17	270	270	NUM
crl-16846	8	18	authors	author	NOUN
crl-16846	8	19	and	and	CCONJ
crl-16846	8	20	86	86	NUM
crl-16846	8	21	other	other	ADJ
crl-16846	8	22	volunteers	volunteer	NOUN
crl-16846	8	23	across	across	ADP
crl-16846	8	24	41	41	NUM
crl-16846	8	25	institutions	institution	NOUN
crl-16846	8	26	replicate	replicate	VERB
crl-16846	8	27	a	a	DET
crl-16846	8	28	sample	sample	NOUN
crl-16846	8	29	of	of	ADP
crl-16846	8	30	100	100	NUM
crl-16846	8	31	experiments.11	experiments.11	NOUN
crl-16846	8	32	in	in	ADP
crl-16846	8	33	2015	2015	NUM
crl-16846	8	34	,	,	PUNCT
crl-16846	8	35	they	they	PRON
crl-16846	8	36	reported	report	VERB
crl-16846	8	37	the	the	DET
crl-16846	8	38	results	result	NOUN
crl-16846	8	39	,	,	PUNCT
crl-16846	8	40	using	use	VERB
crl-16846	8	41	p	p	NOUN
crl-16846	8	42	-	-	PUNCT
crl-16846	8	43	values	value	NOUN
crl-16846	8	44	,	,	PUNCT
crl-16846	8	45	effect	effect	NOUN
crl-16846	8	46	sizes	size	NOUN
crl-16846	8	47	,	,	PUNCT
crl-16846	8	48	and	and	CCONJ
crl-16846	8	49	subjective	subjective	ADJ
crl-16846	8	50	assessments	assessment	NOUN
crl-16846	8	51	to	to	PART
crl-16846	8	52	determine	determine	VERB
crl-16846	8	53	if	if	SCONJ
crl-16846	8	54	experiments	experiment	NOUN
crl-16846	8	55	had	have	AUX
crl-16846	8	56	been	be	AUX
crl-16846	8	57	replicated	replicate	VERB
crl-16846	8	58	.	.	PUNCT
crl-16846	9	1	they	they	PRON
crl-16846	9	2	found	find	VERB
crl-16846	9	3	that	that	SCONJ
crl-16846	9	4	only	only	ADV
crl-16846	9	5	36	36	NUM
crl-16846	9	6	percent	percent	NOUN
crl-16846	9	7	of	of	ADP
crl-16846	9	8	replicated	replicate	VERB
crl-16846	9	9	experiments	experiment	NOUN
crl-16846	9	10	had	have	VERB
crl-16846	9	11	significant	significant	ADJ
crl-16846	9	12	results	result	NOUN
crl-16846	9	13	,	,	PUNCT
crl-16846	9	14	47	47	NUM
crl-16846	9	15	percent	percent	NOUN
crl-16846	9	16	of	of	ADP
crl-16846	9	17	original	original	ADJ
crl-16846	9	18	effect	effect	NOUN
crl-16846	9	19	sizes	size	NOUN
crl-16846	9	20	were	be	AUX
crl-16846	9	21	in	in	ADP
crl-16846	9	22	the	the	DET
crl-16846	9	23	95	95	NUM
crl-16846	9	24	percent	percent	NOUN
crl-16846	9	25	confidence	confidence	NOUN
crl-16846	9	26	interval	interval	NOUN
crl-16846	9	27	of	of	ADP
crl-16846	9	28	the	the	DET
crl-16846	9	29	replication	replication	NOUN
crl-16846	9	30	effect	effect	NOUN
crl-16846	9	31	size	size	NOUN
crl-16846	9	32	,	,	PUNCT
crl-16846	9	33	and	and	CCONJ
crl-16846	9	34	the	the	DET
crl-16846	9	35	researchers	researcher	NOUN
crl-16846	9	36	who	who	PRON
crl-16846	9	37	conducted	conduct	VERB
crl-16846	9	38	the	the	DET
crl-16846	9	39	replications	replication	NOUN
crl-16846	9	40	subjectively	subjectively	ADV
crl-16846	9	41	rated	rate	VERB
crl-16846	9	42	only	only	ADV
crl-16846	9	43	39	39	NUM
crl-16846	9	44	percent	percent	NOUN
crl-16846	9	45	of	of	ADP
crl-16846	9	46	results	result	NOUN
crl-16846	9	47	as	as	ADP
crl-16846	9	48	having	having	AUX
crl-16846	9	49	successfully	successfully	ADV
crl-16846	9	50	replicated	replicate	VERB
crl-16846	9	51	the	the	DET
crl-16846	9	52	original	original	ADJ
crl-16846	9	53	results.12	results.12	NOUN
crl-16846	9	54	this	this	DET
crl-16846	9	55	project	project	NOUN
crl-16846	9	56	was	be	AUX
crl-16846	9	57	covered	cover	VERB
crl-16846	9	58	prominently	prominently	ADV
crl-16846	9	59	in	in	ADP
crl-16846	9	60	the	the	DET
crl-16846	9	61	popular	popular	ADJ
crl-16846	9	62	press	press	NOUN
crl-16846	9	63	and	and	CCONJ
crl-16846	9	64	received	receive	VERB
crl-16846	9	65	considerable	considerable	ADJ
crl-16846	9	66	attention.13	attention.13	NOUN
crl-16846	9	67	also	also	ADV
crl-16846	9	68	significant	significant	ADJ
crl-16846	9	69	was	be	AUX
crl-16846	9	70	a	a	DET
crl-16846	9	71	2005	2005	NUM
crl-16846	9	72	article	article	NOUN
crl-16846	9	73	by	by	ADP
crl-16846	9	74	john	john	PROPN
crl-16846	9	75	ioannidis	ioannidis	PROPN
crl-16846	9	76	provocatively	provocatively	ADV
crl-16846	9	77	titled	title	VERB
crl-16846	9	78	“	"	PUNCT
crl-16846	9	79	why	why	SCONJ
crl-16846	9	80	most	most	ADV
crl-16846	9	81	published	publish	VERB
crl-16846	9	82	research	research	NOUN
crl-16846	9	83	findings	finding	NOUN
crl-16846	9	84	are	be	AUX
crl-16846	9	85	false	false	ADJ
crl-16846	9	86	.	.	PUNCT
crl-16846	9	87	”	"	PUNCT
crl-16846	10	1	ioannidis	ioannidi	NOUN
crl-16846	10	2	argued	argue	VERB
crl-16846	10	3	that	that	SCONJ
crl-16846	10	4	“	"	PUNCT
crl-16846	10	5	most	most	ADJ
crl-16846	10	6	research	research	NOUN
crl-16846	10	7	findings	finding	NOUN
crl-16846	10	8	are	be	AUX
crl-16846	10	9	false	false	ADJ
crl-16846	10	10	for	for	ADP
crl-16846	10	11	most	most	ADJ
crl-16846	10	12	research	research	NOUN
crl-16846	10	13	designs	design	NOUN
crl-16846	10	14	and	and	CCONJ
crl-16846	10	15	for	for	ADP
crl-16846	10	16	most	most	ADJ
crl-16846	10	17	fields	field	NOUN
crl-16846	10	18	”	"	PUNCT
crl-16846	10	19	due	due	ADP
crl-16846	10	20	to	to	ADP
crl-16846	10	21	a	a	DET
crl-16846	10	22	combination	combination	NOUN
crl-16846	10	23	of	of	ADP
crl-16846	10	24	biases	bias	NOUN
crl-16846	10	25	in	in	ADP
crl-16846	10	26	design	design	NOUN
crl-16846	10	27	,	,	PUNCT
crl-16846	10	28	analysis	analysis	NOUN
crl-16846	10	29	,	,	PUNCT
crl-16846	10	30	and	and	CCONJ
crl-16846	10	31	reporting	reporting	NOUN
crl-16846	10	32	;	;	PUNCT
crl-16846	10	33	testing	testing	NOUN
crl-16846	10	34	by	by	ADP
crl-16846	10	35	multiple	multiple	ADJ
crl-16846	10	36	independent	independent	ADJ
crl-16846	10	37	teams	team	NOUN
crl-16846	10	38	leading	lead	VERB
crl-16846	10	39	to	to	ADP
crl-16846	10	40	false	false	ADJ
crl-16846	10	41	-	-	PUNCT
crl-16846	10	42	positive	positive	ADJ
crl-16846	10	43	findings	finding	NOUN
crl-16846	10	44	being	be	AUX
crl-16846	10	45	published	publish	VERB
crl-16846	10	46	;	;	PUNCT
crl-16846	10	47	and	and	CCONJ
crl-16846	10	48	low	low	ADV
crl-16846	10	49	-	-	PUNCT
crl-16846	10	50	powered	power	VERB
crl-16846	10	51	research	research	NOUN
crl-16846	10	52	designs	design	NOUN
crl-16846	10	53	.	.	PUNCT
crl-16846	11	1	admitting	admit	VERB
crl-16846	11	2	that	that	SCONJ
crl-16846	11	3	there	there	PRON
crl-16846	11	4	was	be	VERB
crl-16846	11	5	no	no	DET
crl-16846	11	6	way	way	NOUN
crl-16846	11	7	to	to	PART
crl-16846	11	8	reach	reach	VERB
crl-16846	11	9	100	100	NUM
crl-16846	11	10	percent	percent	NOUN
crl-16846	11	11	certainty	certainty	NOUN
crl-16846	11	12	,	,	PUNCT
crl-16846	11	13	ioannidis	ioannidi	NOUN
crl-16846	11	14	called	call	VERB
crl-16846	11	15	for	for	ADP
crl-16846	11	16	higher	higher	ADV
crl-16846	11	17	-	-	PUNCT
crl-16846	11	18	powered	power	VERB
crl-16846	11	19	evidence	evidence	NOUN
crl-16846	11	20	,	,	PUNCT
crl-16846	11	21	fixing	fix	VERB
crl-16846	11	22	publication	publication	NOUN
crl-16846	11	23	bias	bias	NOUN
crl-16846	11	24	,	,	PUNCT
crl-16846	11	25	and	and	CCONJ
crl-16846	11	26	addressing	address	VERB
crl-16846	11	27	issues	issue	NOUN
crl-16846	11	28	with	with	ADP
crl-16846	11	29	other	other	ADJ
crl-16846	11	30	forms	form	NOUN
crl-16846	11	31	of	of	ADP
crl-16846	11	32	bias.14	bias.14	NOUN
crl-16846	11	33	while	while	SCONJ
crl-16846	11	34	the	the	DET
crl-16846	11	35	previously	previously	ADV
crl-16846	11	36	listed	list	VERB
crl-16846	11	37	studies	study	NOUN
crl-16846	11	38	have	have	AUX
crl-16846	11	39	focused	focus	VERB
crl-16846	11	40	on	on	ADP
crl-16846	11	41	the	the	DET
crl-16846	11	42	reproducibility	reproducibility	NOUN
crl-16846	11	43	of	of	ADP
crl-16846	11	44	disciplines	discipline	NOUN
crl-16846	11	45	,	,	PUNCT
crl-16846	11	46	some	some	DET
crl-16846	11	47	individual	individual	ADJ
crl-16846	11	48	studies	study	NOUN
crl-16846	11	49	that	that	PRON
crl-16846	11	50	have	have	AUX
crl-16846	11	51	failed	fail	VERB
crl-16846	11	52	to	to	PART
crl-16846	11	53	replicate	replicate	VERB
crl-16846	11	54	have	have	AUX
crl-16846	11	55	also	also	ADV
crl-16846	11	56	received	receive	VERB
crl-16846	11	57	substantial	substantial	ADJ
crl-16846	11	58	attention	attention	NOUN
crl-16846	11	59	.	.	PUNCT
crl-16846	12	1	examples	example	NOUN
crl-16846	12	2	include	include	VERB
crl-16846	12	3	a	a	DET
crl-16846	12	4	retracted	retract	VERB
crl-16846	12	5	wakefield	wakefield	NOUN
crl-16846	12	6	et	et	PROPN
crl-16846	12	7	al	al	PROPN
crl-16846	12	8	.	.	PROPN
crl-16846	12	9	study	study	PROPN
crl-16846	12	10	on	on	ADP
crl-16846	12	11	the	the	DET
crl-16846	12	12	mmr	mmr	PROPN
crl-16846	12	13	vaccine	vaccine	NOUN
crl-16846	12	14	and	and	CCONJ
crl-16846	12	15	autism	autism	NOUN
crl-16846	12	16	and	and	CCONJ
crl-16846	12	17	a	a	DET
crl-16846	12	18	lacour	lacour	NOUN
crl-16846	12	19	and	and	CCONJ
crl-16846	12	20	green	green	ADJ
crl-16846	12	21	study	study	NOUN
crl-16846	12	22	on	on	ADP
crl-16846	12	23	political	political	ADJ
crl-16846	12	24	canvassing	canvass	VERB
crl-16846	12	25	and	and	CCONJ
crl-16846	12	26	gay	gay	ADJ
crl-16846	12	27	marriage	marriage	NOUN
crl-16846	12	28	that	that	PRON
crl-16846	12	29	included	include	VERB
crl-16846	12	30	fabricated	fabricate	VERB
crl-16846	12	31	data.15	data.15	NOUN
crl-16846	12	32	another	another	DET
crl-16846	12	33	example	example	NOUN
crl-16846	12	34	is	be	AUX
crl-16846	12	35	the	the	DET
crl-16846	12	36	power	power	NOUN
crl-16846	12	37	pose	pose	VERB
crl-16846	12	38	research	research	NOUN
crl-16846	12	39	of	of	ADP
crl-16846	12	40	carney	carney	NOUN
crl-16846	12	41	,	,	PUNCT
crl-16846	12	42	cuddy	cuddy	PROPN
crl-16846	12	43	,	,	PUNCT
crl-16846	12	44	and	and	CCONJ
crl-16846	12	45	yap	yap	PROPN
crl-16846	12	46	,	,	PUNCT
crl-16846	12	47	which	which	PRON
crl-16846	12	48	has	have	AUX
crl-16846	12	49	received	receive	VERB
crl-16846	12	50	considerable	considerable	ADJ
crl-16846	12	51	attention	attention	NOUN
crl-16846	12	52	partly	partly	ADV
crl-16846	12	53	due	due	ADP
crl-16846	12	54	to	to	ADP
crl-16846	12	55	a	a	DET
crl-16846	12	56	widely	widely	ADV
crl-16846	12	57	shared	share	VERB
crl-16846	12	58	ted	ted	ADJ
crl-16846	12	59	talk,16	talk,16	NOUN
crl-16846	12	60	but	but	CCONJ
crl-16846	12	61	,	,	PUNCT
crl-16846	12	62	as	as	SCONJ
crl-16846	12	63	noted	note	VERB
crl-16846	12	64	in	in	ADP
crl-16846	12	65	the	the	DET
crl-16846	12	66	new	new	PROPN
crl-16846	12	67	york	york	PROPN
crl-16846	12	68	times	times	PROPN
crl-16846	12	69	and	and	CCONJ
crl-16846	12	70	other	other	ADJ
crl-16846	12	71	venues	venue	NOUN
crl-16846	12	72	,	,	PUNCT
crl-16846	12	73	significant	significant	ADJ
crl-16846	12	74	parts	part	NOUN
crl-16846	12	75	of	of	ADP
crl-16846	12	76	the	the	DET
crl-16846	12	77	research	research	NOUN
crl-16846	12	78	have	have	AUX
crl-16846	12	79	not	not	PART
crl-16846	12	80	been	be	AUX
crl-16846	12	81	successfully	successfully	ADV
crl-16846	12	82	replicated.17	replicated.17	ADJ
crl-16846	12	83	doi:10.5860	doi:10.5860	PROPN
crl-16846	12	84	/	/	SYM
crl-16846	12	85	crl.79.1.2	crl.79.1.2	VERB
crl-16846	12	86	https://doi.org/10.5860/crl.79.1.2	https://doi.org/10.5860/crl.79.1.2	ADJ
crl-16846	12	87	editorial	editorial	NOUN
crl-16846	12	88	 	 	SPACE
crl-16846	12	89	3	3	NUM
crl-16846	12	90	in	in	ADP
crl-16846	12	91	2016	2016	NUM
crl-16846	12	92	,	,	PUNCT
crl-16846	12	93	nature	nature	NOUN
crl-16846	12	94	conducted	conduct	VERB
crl-16846	12	95	a	a	DET
crl-16846	12	96	survey	survey	NOUN
crl-16846	12	97	of	of	ADP
crl-16846	12	98	1,576	1,576	NUM
crl-16846	12	99	researchers	researcher	NOUN
crl-16846	12	100	,	,	PUNCT
crl-16846	12	101	which	which	PRON
crl-16846	12	102	found	find	VERB
crl-16846	12	103	that	that	SCONJ
crl-16846	12	104	52	52	NUM
crl-16846	12	105	percent	percent	NOUN
crl-16846	12	106	believed	believe	VERB
crl-16846	12	107	there	there	PRON
crl-16846	12	108	was	be	VERB
crl-16846	12	109	a	a	DET
crl-16846	12	110	“	"	PUNCT
crl-16846	12	111	replication	replication	NOUN
crl-16846	12	112	crisis	crisis	NOUN
crl-16846	12	113	”	"	PUNCT
crl-16846	12	114	in	in	ADP
crl-16846	12	115	science	science	NOUN
crl-16846	12	116	,	,	PUNCT
crl-16846	12	117	although	although	SCONJ
crl-16846	12	118	less	less	ADJ
crl-16846	12	119	than	than	ADP
crl-16846	12	120	31	31	NUM
crl-16846	12	121	percent	percent	NOUN
crl-16846	12	122	of	of	ADP
crl-16846	12	123	respondents	respondent	NOUN
crl-16846	12	124	believed	believe	VERB
crl-16846	12	125	that	that	SCONJ
crl-16846	12	126	failures	failure	NOUN
crl-16846	12	127	to	to	PART
crl-16846	12	128	replicate	replicate	VERB
crl-16846	12	129	meant	mean	VERB
crl-16846	12	130	that	that	SCONJ
crl-16846	12	131	studies	study	NOUN
crl-16846	12	132	were	be	AUX
crl-16846	12	133	necessarily	necessarily	ADV
crl-16846	12	134	wrong.18	wrong.18	NOUN
crl-16846	12	135	more	more	ADJ
crl-16846	12	136	than	than	ADP
crl-16846	12	137	70	70	NUM
crl-16846	12	138	percent	percent	NOUN
crl-16846	12	139	of	of	ADP
crl-16846	12	140	respondents	respondent	NOUN
crl-16846	12	141	reported	report	VERB
crl-16846	12	142	having	having	AUX
crl-16846	12	143	failed	fail	VERB
crl-16846	12	144	to	to	PART
crl-16846	12	145	reproduce	reproduce	VERB
crl-16846	12	146	another	another	DET
crl-16846	12	147	scientist	scientist	NOUN
crl-16846	12	148	’s	’s	PART
crl-16846	12	149	experiments	experiment	NOUN
crl-16846	12	150	,	,	PUNCT
crl-16846	12	151	and	and	CCONJ
crl-16846	12	152	more	more	ADJ
crl-16846	12	153	than	than	ADP
crl-16846	12	154	60	60	NUM
crl-16846	12	155	percent	percent	NOUN
crl-16846	12	156	of	of	ADP
crl-16846	12	157	researchers	researcher	NOUN
crl-16846	12	158	reported	report	VERB
crl-16846	12	159	that	that	SCONJ
crl-16846	12	160	pressure	pressure	NOUN
crl-16846	12	161	to	to	PART
crl-16846	12	162	publish	publish	VERB
crl-16846	12	163	and	and	CCONJ
crl-16846	12	164	selective	selective	ADJ
crl-16846	12	165	reporting	reporting	NOUN
crl-16846	12	166	were	be	AUX
crl-16846	12	167	major	major	ADJ
crl-16846	12	168	factors	factor	NOUN
crl-16846	12	169	that	that	PRON
crl-16846	12	170	caused	cause	VERB
crl-16846	12	171	problems	problem	NOUN
crl-16846	12	172	with	with	ADP
crl-16846	12	173	reproducibility.19	reproducibility.19	NOUN
crl-16846	12	174	the	the	DET
crl-16846	12	175	survey	survey	NOUN
crl-16846	12	176	also	also	ADV
crl-16846	12	177	showed	show	VERB
crl-16846	12	178	evidence	evidence	NOUN
crl-16846	12	179	of	of	ADP
crl-16846	12	180	emerging	emerge	VERB
crl-16846	12	181	responses	response	NOUN
crl-16846	12	182	to	to	ADP
crl-16846	12	183	the	the	DET
crl-16846	12	184	crisis	crisis	NOUN
crl-16846	12	185	,	,	PUNCT
crl-16846	12	186	with	with	ADP
crl-16846	12	187	more	more	ADJ
crl-16846	12	188	than	than	ADP
crl-16846	12	189	30	30	NUM
crl-16846	12	190	percent	percent	NOUN
crl-16846	12	191	reporting	report	VERB
crl-16846	12	192	that	that	SCONJ
crl-16846	12	193	they	they	PRON
crl-16846	12	194	had	have	AUX
crl-16846	12	195	taken	take	VERB
crl-16846	12	196	steps	step	NOUN
crl-16846	12	197	to	to	PART
crl-16846	12	198	improve	improve	VERB
crl-16846	12	199	reproducibility	reproducibility	NOUN
crl-16846	12	200	in	in	ADP
crl-16846	12	201	their	their	PRON
crl-16846	12	202	research	research	NOUN
crl-16846	12	203	in	in	ADP
crl-16846	12	204	the	the	DET
crl-16846	12	205	past	past	ADJ
crl-16846	12	206	five	five	NUM
crl-16846	12	207	years.20	years.20	NOUN
crl-16846	12	208	definitions	definition	NOUN
crl-16846	12	209	the	the	DET
crl-16846	12	210	terms	term	NOUN
crl-16846	12	211	reproducibility	reproducibility	NOUN
crl-16846	12	212	and	and	CCONJ
crl-16846	12	213	replicability	replicability	NOUN
crl-16846	12	214	are	be	AUX
crl-16846	12	215	frequently	frequently	ADV
crl-16846	12	216	misused	misuse	VERB
crl-16846	12	217	,	,	PUNCT
crl-16846	12	218	and	and	CCONJ
crl-16846	12	219	their	their	PRON
crl-16846	12	220	ambiguous	ambiguous	ADJ
crl-16846	12	221	and	and	CCONJ
crl-16846	12	222	inconsistent	inconsistent	ADJ
crl-16846	12	223	use	use	NOUN
crl-16846	12	224	exists	exist	VERB
crl-16846	12	225	across	across	ADP
crl-16846	12	226	different	different	ADJ
crl-16846	12	227	disciplines	discipline	NOUN
crl-16846	12	228	and	and	CCONJ
crl-16846	12	229	contexts	context	NOUN
crl-16846	12	230	.	.	PUNCT
crl-16846	13	1	goodman	goodman	PROPN
crl-16846	13	2	,	,	PUNCT
crl-16846	13	3	fanelli	fanelli	PROPN
crl-16846	13	4	,	,	PUNCT
crl-16846	13	5	and	and	CCONJ
crl-16846	13	6	ioannidis	ioannidi	NOUN
crl-16846	13	7	have	have	AUX
crl-16846	13	8	written	write	VERB
crl-16846	13	9	about	about	ADP
crl-16846	13	10	how	how	SCONJ
crl-16846	13	11	reproducibility	reproducibility	NOUN
crl-16846	13	12	and	and	CCONJ
crl-16846	13	13	replicability	replicability	NOUN
crl-16846	13	14	,	,	PUNCT
crl-16846	13	15	along	along	ADP
crl-16846	13	16	with	with	ADP
crl-16846	13	17	robustness	robustness	NOUN
crl-16846	13	18	and	and	CCONJ
crl-16846	13	19	generalizability	generalizability	NOUN
crl-16846	13	20	,	,	PUNCT
crl-16846	13	21	are	be	AUX
crl-16846	13	22	not	not	PART
crl-16846	13	23	standardized	standardize	VERB
crl-16846	13	24	and	and	CCONJ
crl-16846	13	25	that	that	SCONJ
crl-16846	13	26	“	"	PUNCT
crl-16846	13	27	this	this	DET
crl-16846	13	28	diverse	diverse	ADJ
crl-16846	13	29	nomenclature	nomenclature	NOUN
crl-16846	13	30	has	have	AUX
crl-16846	13	31	led	lead	VERB
crl-16846	13	32	to	to	ADP
crl-16846	13	33	confusion	confusion	NOUN
crl-16846	13	34	,	,	PUNCT
crl-16846	13	35	both	both	CCONJ
crl-16846	13	36	conceptual	conceptual	ADJ
crl-16846	13	37	and	and	CCONJ
crl-16846	13	38	operational	operational	ADJ
crl-16846	13	39	,	,	PUNCT
crl-16846	13	40	about	about	ADP
crl-16846	13	41	what	what	PRON
crl-16846	13	42	kind	kind	NOUN
crl-16846	13	43	of	of	ADP
crl-16846	13	44	confirmation	confirmation	NOUN
crl-16846	13	45	is	be	AUX
crl-16846	13	46	needed	need	VERB
crl-16846	13	47	to	to	PART
crl-16846	13	48	trust	trust	VERB
crl-16846	13	49	a	a	DET
crl-16846	13	50	given	give	VERB
crl-16846	13	51	scientific	scientific	ADJ
crl-16846	13	52	result	result	NOUN
crl-16846	13	53	.	.	PUNCT
crl-16846	14	1	”21	”21	PUNCT
crl-16846	14	2	patil	patil	PROPN
crl-16846	14	3	,	,	PUNCT
crl-16846	14	4	peng	peng	PROPN
crl-16846	14	5	,	,	PUNCT
crl-16846	14	6	and	and	CCONJ
crl-16846	14	7	leek	leek	NOUN
crl-16846	14	8	have	have	AUX
crl-16846	14	9	also	also	ADV
crl-16846	14	10	written	write	VERB
crl-16846	14	11	about	about	ADP
crl-16846	14	12	the	the	DET
crl-16846	14	13	general	general	ADJ
crl-16846	14	14	ambiguity	ambiguity	NOUN
crl-16846	14	15	of	of	ADP
crl-16846	14	16	the	the	DET
crl-16846	14	17	terms	term	NOUN
crl-16846	14	18	,	,	PUNCT
crl-16846	14	19	as	as	ADV
crl-16846	14	20	well	well	ADV
crl-16846	14	21	as	as	ADP
crl-16846	14	22	how	how	SCONJ
crl-16846	14	23	“	"	PUNCT
crl-16846	14	24	the	the	DET
crl-16846	14	25	same	same	ADJ
crl-16846	14	26	words	word	NOUN
crl-16846	14	27	are	be	AUX
crl-16846	14	28	used	use	VERB
crl-16846	14	29	for	for	ADP
crl-16846	14	30	different	different	ADJ
crl-16846	14	31	concepts	concept	NOUN
crl-16846	14	32	by	by	ADP
crl-16846	14	33	different	different	ADJ
crl-16846	14	34	people	people	NOUN
crl-16846	14	35	in	in	ADP
crl-16846	14	36	different	different	ADJ
crl-16846	14	37	fields	field	NOUN
crl-16846	14	38	.	.	PUNCT
crl-16846	15	1	”22	”22	PROPN
crl-16846	16	1	one	one	NUM
crl-16846	16	2	succinct	succinct	ADJ
crl-16846	16	3	definition	definition	NOUN
crl-16846	16	4	was	be	AUX
crl-16846	16	5	proposed	propose	VERB
crl-16846	16	6	by	by	ADP
crl-16846	16	7	national	national	PROPN
crl-16846	16	8	science	science	PROPN
crl-16846	16	9	foundation	foundation	PROPN
crl-16846	16	10	’s	’s	PART
crl-16846	16	11	(	(	PUNCT
crl-16846	16	12	nsf	nsf	ADJ
crl-16846	16	13	)	)	PUNCT
crl-16846	16	14	social	social	ADJ
crl-16846	16	15	,	,	PUNCT
crl-16846	16	16	behavioral	behavioral	ADJ
crl-16846	16	17	and	and	CCONJ
crl-16846	16	18	economic	economic	ADJ
crl-16846	16	19	(	(	PUNCT
crl-16846	16	20	sbe	sbe	NOUN
crl-16846	16	21	)	)	PUNCT
crl-16846	16	22	division	division	NOUN
crl-16846	16	23	subcommittee	subcommittee	NOUN
crl-16846	16	24	on	on	ADP
crl-16846	16	25	replicable	replicable	ADJ
crl-16846	16	26	science	science	NOUN
crl-16846	16	27	.	.	PUNCT
crl-16846	17	1	in	in	ADP
crl-16846	17	2	a	a	DET
crl-16846	17	3	report	report	NOUN
crl-16846	17	4	on	on	ADP
crl-16846	17	5	how	how	SCONJ
crl-16846	17	6	to	to	PART
crl-16846	17	7	promote	promote	VERB
crl-16846	17	8	robust	robust	ADJ
crl-16846	17	9	research	research	NOUN
crl-16846	17	10	practices	practice	NOUN
crl-16846	17	11	,	,	PUNCT
crl-16846	17	12	they	they	PRON
crl-16846	17	13	define	define	VERB
crl-16846	17	14	reproducibility	reproducibility	NOUN
crl-16846	17	15	as	as	ADP
crl-16846	17	16	“	"	PUNCT
crl-16846	17	17	the	the	DET
crl-16846	17	18	ability	ability	NOUN
crl-16846	17	19	of	of	ADP
crl-16846	17	20	a	a	DET
crl-16846	17	21	researcher	researcher	NOUN
crl-16846	17	22	to	to	PART
crl-16846	17	23	duplicate	duplicate	VERB
crl-16846	17	24	the	the	DET
crl-16846	17	25	results	result	NOUN
crl-16846	17	26	of	of	ADP
crl-16846	17	27	a	a	DET
crl-16846	17	28	prior	prior	ADJ
crl-16846	17	29	study	study	NOUN
crl-16846	17	30	using	use	VERB
crl-16846	17	31	the	the	DET
crl-16846	17	32	same	same	ADJ
crl-16846	17	33	materials	material	NOUN
crl-16846	17	34	and	and	CCONJ
crl-16846	17	35	procedures	procedure	NOUN
crl-16846	17	36	[	[	X
crl-16846	17	37	emphasis	emphasis	NOUN
crl-16846	17	38	added	add	VERB
crl-16846	17	39	]	]	PUNCT
crl-16846	17	40	as	as	SCONJ
crl-16846	17	41	were	be	AUX
crl-16846	17	42	used	use	VERB
crl-16846	17	43	by	by	ADP
crl-16846	17	44	the	the	DET
crl-16846	17	45	original	original	ADJ
crl-16846	17	46	investigator	investigator	NOUN
crl-16846	17	47	.	.	PUNCT
crl-16846	17	48	”23	”23	PUNCT
crl-16846	18	1	according	accord	VERB
crl-16846	18	2	to	to	ADP
crl-16846	18	3	this	this	DET
crl-16846	18	4	definition	definition	NOUN
crl-16846	18	5	,	,	PUNCT
crl-16846	18	6	reproducibility	reproducibility	NOUN
crl-16846	18	7	uses	use	VERB
crl-16846	18	8	the	the	DET
crl-16846	18	9	same	same	ADJ
crl-16846	18	10	methods	method	NOUN
crl-16846	18	11	and	and	CCONJ
crl-16846	18	12	data	datum	NOUN
crl-16846	18	13	to	to	PART
crl-16846	18	14	confirm	confirm	VERB
crl-16846	18	15	the	the	DET
crl-16846	18	16	results	result	NOUN
crl-16846	18	17	of	of	ADP
crl-16846	18	18	an	an	DET
crl-16846	18	19	experiment	experiment	NOUN
crl-16846	18	20	.	.	PUNCT
crl-16846	19	1	the	the	DET
crl-16846	19	2	sbe	sbe	NOUN
crl-16846	19	3	defines	define	VERB
crl-16846	19	4	replicability	replicability	NOUN
crl-16846	19	5	as	as	ADP
crl-16846	19	6	“	"	PUNCT
crl-16846	19	7	the	the	DET
crl-16846	19	8	ability	ability	NOUN
crl-16846	19	9	of	of	ADP
crl-16846	19	10	a	a	DET
crl-16846	19	11	researcher	researcher	NOUN
crl-16846	19	12	to	to	PART
crl-16846	19	13	duplicate	duplicate	VERB
crl-16846	19	14	the	the	DET
crl-16846	19	15	results	result	NOUN
crl-16846	19	16	of	of	ADP
crl-16846	19	17	a	a	DET
crl-16846	19	18	prior	prior	ADJ
crl-16846	19	19	study	study	NOUN
crl-16846	19	20	if	if	SCONJ
crl-16846	19	21	the	the	DET
crl-16846	19	22	same	same	ADJ
crl-16846	19	23	procedures	procedure	NOUN
crl-16846	19	24	are	be	AUX
crl-16846	19	25	followed	follow	VERB
crl-16846	19	26	but	but	CCONJ
crl-16846	19	27	new	new	ADJ
crl-16846	19	28	data	datum	NOUN
crl-16846	19	29	are	be	AUX
crl-16846	19	30	collected	collect	VERB
crl-16846	19	31	[	[	X
crl-16846	19	32	emphasis	emphasis	NOUN
crl-16846	19	33	added].”24	added].”24	VERB
crl-16846	19	34	thus	thus	ADV
crl-16846	19	35	,	,	PUNCT
crl-16846	19	36	replicability	replicability	NOUN
crl-16846	19	37	goes	go	VERB
crl-16846	19	38	a	a	DET
crl-16846	19	39	step	step	NOUN
crl-16846	19	40	further	far	ADV
crl-16846	19	41	,	,	PUNCT
crl-16846	19	42	gathering	gather	VERB
crl-16846	19	43	new	new	ADJ
crl-16846	19	44	data	datum	NOUN
crl-16846	19	45	to	to	PART
crl-16846	19	46	confirm	confirm	VERB
crl-16846	19	47	an	an	DET
crl-16846	19	48	earlier	early	ADJ
crl-16846	19	49	finding	finding	NOUN
crl-16846	19	50	.	.	PUNCT
crl-16846	20	1	leek	leek	NOUN
crl-16846	20	2	and	and	CCONJ
crl-16846	20	3	jager	jager	NOUN
crl-16846	20	4	also	also	ADV
crl-16846	20	5	reinforce	reinforce	VERB
crl-16846	20	6	this	this	DET
crl-16846	20	7	definition	definition	NOUN
crl-16846	20	8	,	,	PUNCT
crl-16846	20	9	noting	note	VERB
crl-16846	20	10	that	that	SCONJ
crl-16846	20	11	“	"	PUNCT
crl-16846	20	12	[	[	X
crl-16846	20	13	a	a	X
crl-16846	20	14	]	]	X
crl-16846	20	15	study	study	NOUN
crl-16846	20	16	is	be	AUX
crl-16846	20	17	reproducible	reproducible	ADJ
crl-16846	20	18	if	if	SCONJ
crl-16846	20	19	all	all	PRON
crl-16846	20	20	of	of	ADP
crl-16846	20	21	the	the	DET
crl-16846	20	22	code	code	NOUN
crl-16846	20	23	and	and	CCONJ
crl-16846	20	24	data	datum	NOUN
crl-16846	20	25	used	use	VERB
crl-16846	20	26	to	to	PART
crl-16846	20	27	generate	generate	VERB
crl-16846	20	28	the	the	DET
crl-16846	20	29	numbers	number	NOUN
crl-16846	20	30	and	and	CCONJ
crl-16846	20	31	figures	figure	NOUN
crl-16846	20	32	in	in	ADP
crl-16846	20	33	the	the	DET
crl-16846	20	34	paper	paper	NOUN
crl-16846	20	35	are	be	AUX
crl-16846	20	36	available	available	ADJ
crl-16846	20	37	and	and	CCONJ
crl-16846	20	38	exactly	exactly	ADV
crl-16846	20	39	produce	produce	VERB
crl-16846	20	40	the	the	DET
crl-16846	20	41	published	publish	VERB
crl-16846	20	42	results	result	NOUN
crl-16846	20	43	.	.	PUNCT
crl-16846	21	1	”25	”25	PROPN
crl-16846	21	2	broman	broman	PROPN
crl-16846	21	3	et	et	PROPN
crl-16846	22	1	al	al	PROPN
crl-16846	22	2	.	.	PROPN
crl-16846	22	3	point	point	VERB
crl-16846	22	4	out	out	ADP
crl-16846	22	5	that	that	SCONJ
crl-16846	22	6	this	this	PRON
crl-16846	22	7	means	mean	VERB
crl-16846	22	8	reproducibility	reproducibility	NOUN
crl-16846	22	9	“	"	PUNCT
crl-16846	22	10	is	be	AUX
crl-16846	22	11	the	the	DET
crl-16846	22	12	only	only	ADJ
crl-16846	22	13	thing	thing	NOUN
crl-16846	22	14	that	that	PRON
crl-16846	22	15	can	can	AUX
crl-16846	22	16	be	be	AUX
crl-16846	22	17	effectively	effectively	ADV
crl-16846	22	18	guaranteed	guarantee	VERB
crl-16846	22	19	in	in	ADP
crl-16846	22	20	a	a	DET
crl-16846	22	21	published	publish	VERB
crl-16846	22	22	study	study	NOUN
crl-16846	22	23	.	.	PUNCT
crl-16846	23	1	whether	whether	SCONJ
crl-16846	23	2	any	any	DET
crl-16846	23	3	claimed	claim	VERB
crl-16846	23	4	findings	finding	NOUN
crl-16846	23	5	are	be	AUX
crl-16846	23	6	indeed	indeed	ADV
crl-16846	23	7	true	true	ADJ
crl-16846	23	8	or	or	CCONJ
crl-16846	23	9	false	false	ADJ
crl-16846	23	10	can	can	AUX
crl-16846	23	11	only	only	ADV
crl-16846	23	12	be	be	AUX
crl-16846	23	13	confirmed	confirm	VERB
crl-16846	23	14	via	via	ADP
crl-16846	23	15	additional	additional	ADJ
crl-16846	23	16	studies	study	NOUN
crl-16846	23	17	,	,	PUNCT
crl-16846	23	18	but	but	CCONJ
crl-16846	23	19	reproducibility	reproducibility	NOUN
crl-16846	23	20	can	can	AUX
crl-16846	23	21	be	be	AUX
crl-16846	23	22	confirmed	confirm	VERB
crl-16846	23	23	immediately	immediately	ADV
crl-16846	23	24	.	.	PUNCT
crl-16846	23	25	”26	”26	PUNCT
crl-16846	24	1	generally	generally	ADV
crl-16846	24	2	,	,	PUNCT
crl-16846	24	3	the	the	DET
crl-16846	24	4	term	term	NOUN
crl-16846	24	5	“	"	PUNCT
crl-16846	24	6	reproducibility	reproducibility	NOUN
crl-16846	24	7	”	"	PUNCT
crl-16846	24	8	has	have	AUX
crl-16846	24	9	stood	stand	VERB
crl-16846	24	10	in	in	ADP
crl-16846	24	11	for	for	ADP
crl-16846	24	12	both	both	CCONJ
crl-16846	24	13	the	the	DET
crl-16846	24	14	concepts	concept	NOUN
crl-16846	24	15	of	of	ADP
crl-16846	24	16	reproducibility	reproducibility	NOUN
crl-16846	24	17	and	and	CCONJ
crl-16846	24	18	replicability	replicability	NOUN
crl-16846	24	19	.	.	PUNCT
crl-16846	25	1	even	even	ADV
crl-16846	25	2	the	the	DET
crl-16846	25	3	open	open	ADJ
crl-16846	25	4	science	science	NOUN
crl-16846	25	5	collaboration	collaboration	NOUN
crl-16846	25	6	’s	’s	PART
crl-16846	25	7	reproducibility	reproducibility	NOUN
crl-16846	25	8	project	project	NOUN
crl-16846	25	9	,	,	PUNCT
crl-16846	25	10	perhaps	perhaps	ADV
crl-16846	25	11	the	the	DET
crl-16846	25	12	best	well	ADV
crl-16846	25	13	known	know	VERB
crl-16846	25	14	attempt	attempt	NOUN
crl-16846	25	15	at	at	ADP
crl-16846	25	16	replication	replication	NOUN
crl-16846	25	17	,	,	PUNCT
crl-16846	25	18	used	use	VERB
crl-16846	25	19	the	the	DET
crl-16846	25	20	term	term	NOUN
crl-16846	25	21	reproducibility	reproducibility	NOUN
crl-16846	25	22	in	in	ADP
crl-16846	25	23	the	the	DET
crl-16846	25	24	title	title	NOUN
crl-16846	25	25	.	.	PUNCT
crl-16846	26	1	this	this	DET
crl-16846	26	2	article	article	NOUN
crl-16846	26	3	will	will	AUX
crl-16846	26	4	focus	focus	VERB
crl-16846	26	5	primarily	primarily	ADV
crl-16846	26	6	on	on	ADP
crl-16846	26	7	reproducibility	reproducibility	NOUN
crl-16846	26	8	as	as	SCONJ
crl-16846	26	9	defined	define	VERB
crl-16846	26	10	above	above	ADV
crl-16846	26	11	,	,	PUNCT
crl-16846	26	12	with	with	ADP
crl-16846	26	13	the	the	DET
crl-16846	26	14	understanding	understanding	NOUN
crl-16846	26	15	that	that	SCONJ
crl-16846	26	16	measures	measure	NOUN
crl-16846	26	17	that	that	PRON
crl-16846	26	18	improve	improve	VERB
crl-16846	26	19	reproducibility	reproducibility	NOUN
crl-16846	26	20	are	be	AUX
crl-16846	26	21	a	a	DET
crl-16846	26	22	prerequisite	prerequisite	NOUN
crl-16846	26	23	for	for	ADP
crl-16846	26	24	improving	improve	VERB
crl-16846	26	25	replicability	replicability	NOUN
crl-16846	26	26	.	.	PUNCT
crl-16846	27	1	guidelines	guideline	NOUN
crl-16846	27	2	to	to	PART
crl-16846	27	3	address	address	VERB
crl-16846	27	4	the	the	DET
crl-16846	27	5	reproducibility	reproducibility	NOUN
crl-16846	27	6	crisis	crisis	NOUN
crl-16846	27	7	,	,	PUNCT
crl-16846	27	8	many	many	ADJ
crl-16846	27	9	stakeholders	stakeholder	NOUN
crl-16846	27	10	,	,	PUNCT
crl-16846	27	11	including	include	VERB
crl-16846	27	12	funders	funder	NOUN
crl-16846	27	13	,	,	PUNCT
crl-16846	27	14	journals	journal	NOUN
crl-16846	27	15	,	,	PUNCT
crl-16846	27	16	scientific	scientific	ADJ
crl-16846	27	17	societies	society	NOUN
crl-16846	27	18	,	,	PUNCT
crl-16846	27	19	institutions	institution	NOUN
crl-16846	27	20	,	,	PUNCT
crl-16846	27	21	and	and	CCONJ
crl-16846	27	22	individual	individual	ADJ
crl-16846	27	23	researchers	researcher	NOUN
crl-16846	27	24	,	,	PUNCT
crl-16846	27	25	have	have	AUX
crl-16846	27	26	developed	develop	VERB
crl-16846	27	27	reproducibility	reproducibility	NOUN
crl-16846	27	28	guidelines	guideline	NOUN
crl-16846	27	29	and	and	CCONJ
crl-16846	27	30	recommendations	recommendation	NOUN
crl-16846	27	31	.	.	PUNCT
crl-16846	28	1	a	a	DET
crl-16846	28	2	review	review	NOUN
crl-16846	28	3	of	of	ADP
crl-16846	28	4	the	the	DET
crl-16846	28	5	recommendations	recommendation	NOUN
crl-16846	28	6	in	in	ADP
crl-16846	28	7	these	these	DET
crl-16846	28	8	guidelines	guideline	NOUN
crl-16846	28	9	demonstrates	demonstrate	VERB
crl-16846	28	10	that	that	SCONJ
crl-16846	28	11	academic	academic	ADJ
crl-16846	28	12	libraries	library	NOUN
crl-16846	28	13	have	have	VERB
crl-16846	28	14	a	a	DET
crl-16846	28	15	considerable	considerable	ADJ
crl-16846	28	16	role	role	NOUN
crl-16846	28	17	in	in	ADP
crl-16846	28	18	making	make	VERB
crl-16846	28	19	research	research	NOUN
crl-16846	28	20	more	more	ADV
crl-16846	28	21	reproducible	reproducible	ADJ
crl-16846	28	22	.	.	PUNCT
crl-16846	29	1	one	one	NUM
crl-16846	29	2	prominent	prominent	ADJ
crl-16846	29	3	example	example	NOUN
crl-16846	29	4	is	be	AUX
crl-16846	29	5	the	the	DET
crl-16846	29	6	transparency	transparency	NOUN
crl-16846	29	7	and	and	CCONJ
crl-16846	29	8	openness	openness	NOUN
crl-16846	29	9	promotion	promotion	NOUN
crl-16846	29	10	(	(	PUNCT
crl-16846	29	11	top	top	ADJ
crl-16846	29	12	)	)	PUNCT
crl-16846	29	13	guidelines	guideline	NOUN
crl-16846	29	14	,	,	PUNCT
crl-16846	29	15	a	a	DET
crl-16846	29	16	set	set	NOUN
crl-16846	29	17	of	of	ADP
crl-16846	29	18	eight	eight	NUM
crl-16846	29	19	standards	standard	NOUN
crl-16846	29	20	for	for	ADP
crl-16846	29	21	academic	academic	ADJ
crl-16846	29	22	journals	journal	NOUN
crl-16846	29	23	created	create	VERB
crl-16846	29	24	in	in	ADP
crl-16846	29	25	2014	2014	NUM
crl-16846	29	26	by	by	ADP
crl-16846	29	27	the	the	DET
crl-16846	29	28	center	center	NOUN
crl-16846	29	29	for	for	ADP
crl-16846	29	30	open	open	ADJ
crl-16846	29	31	science	science	NOUN
crl-16846	29	32	(	(	PUNCT
crl-16846	29	33	cos	cos	PROPN
crl-16846	29	34	)	)	PUNCT
crl-16846	29	35	,	,	PUNCT
crl-16846	29	36	disciplinary	disciplinary	ADJ
crl-16846	29	37	leaders	leader	NOUN
crl-16846	29	38	,	,	PUNCT
crl-16846	29	39	journal	journal	NOUN
crl-16846	29	40	editors	editor	NOUN
crl-16846	29	41	,	,	PUNCT
crl-16846	29	42	funding	funding	NOUN
crl-16846	29	43	agency	agency	NOUN
crl-16846	29	44	representa4	representa4	PROPN
crl-16846	29	45	 	 	SPACE
crl-16846	29	46	college	college	PROPN
crl-16846	29	47	&	&	CCONJ
crl-16846	29	48	research	research	PROPN
crl-16846	29	49	libraries	librarie	VERB
crl-16846	29	50	january	january	PROPN
crl-16846	29	51	2018	2018	NUM
crl-16846	29	52	tives	tive	NOUN
crl-16846	29	53	,	,	PUNCT
crl-16846	29	54	and	and	CCONJ
crl-16846	29	55	disciplinary	disciplinary	ADJ
crl-16846	29	56	experts.27	experts.27	NOUN
crl-16846	29	57	the	the	DET
crl-16846	29	58	center	center	NOUN
crl-16846	29	59	for	for	ADP
crl-16846	29	60	open	open	ADJ
crl-16846	29	61	science	science	NOUN
crl-16846	29	62	is	be	AUX
crl-16846	29	63	a	a	DET
crl-16846	29	64	nonprofit	nonprofit	ADJ
crl-16846	29	65	started	start	VERB
crl-16846	29	66	in	in	ADP
crl-16846	29	67	2013	2013	NUM
crl-16846	29	68	with	with	ADP
crl-16846	29	69	a	a	DET
crl-16846	29	70	goal	goal	NOUN
crl-16846	29	71	“	"	PUNCT
crl-16846	29	72	to	to	PART
crl-16846	29	73	increase	increase	VERB
crl-16846	29	74	openness	openness	NOUN
crl-16846	29	75	,	,	PUNCT
crl-16846	29	76	integrity	integrity	NOUN
crl-16846	29	77	,	,	PUNCT
crl-16846	29	78	and	and	CCONJ
crl-16846	29	79	reproducibility	reproducibility	NOUN
crl-16846	29	80	of	of	ADP
crl-16846	29	81	research	research	NOUN
crl-16846	29	82	.	.	PUNCT
crl-16846	30	1	”28	”28	NOUN
crl-16846	30	2	the	the	DET
crl-16846	30	3	guidelines	guideline	NOUN
crl-16846	30	4	are	be	AUX
crl-16846	30	5	meant	mean	VERB
crl-16846	30	6	to	to	PART
crl-16846	30	7	be	be	AUX
crl-16846	30	8	flexible	flexible	ADJ
crl-16846	30	9	enough	enough	ADV
crl-16846	30	10	to	to	PART
crl-16846	30	11	be	be	AUX
crl-16846	30	12	applied	apply	VERB
crl-16846	30	13	across	across	ADP
crl-16846	30	14	disciplines	discipline	NOUN
crl-16846	30	15	,	,	PUNCT
crl-16846	30	16	and	and	CCONJ
crl-16846	30	17	each	each	DET
crl-16846	30	18	standard	standard	NOUN
crl-16846	30	19	can	can	AUX
crl-16846	30	20	be	be	AUX
crl-16846	30	21	implemented	implement	VERB
crl-16846	30	22	at	at	ADP
crl-16846	30	23	one	one	NUM
crl-16846	30	24	of	of	ADP
crl-16846	30	25	three	three	NUM
crl-16846	30	26	levels	level	NOUN
crl-16846	30	27	:	:	PUNCT
crl-16846	30	28	1	1	X
crl-16846	30	29	)	)	PUNCT
crl-16846	30	30	disclosure	disclosure	NOUN
crl-16846	30	31	,	,	PUNCT
crl-16846	30	32	2	2	NUM
crl-16846	30	33	)	)	PUNCT
crl-16846	30	34	mandating	mandating	NOUN
crl-16846	30	35	,	,	PUNCT
crl-16846	30	36	or	or	CCONJ
crl-16846	30	37	3	3	NUM
crl-16846	30	38	)	)	PUNCT
crl-16846	30	39	verification	verification	NOUN
crl-16846	30	40	.	.	PUNCT
crl-16846	31	1	for	for	ADP
crl-16846	31	2	example	example	NOUN
crl-16846	31	3	,	,	PUNCT
crl-16846	31	4	for	for	ADP
crl-16846	31	5	the	the	DET
crl-16846	31	6	“	"	PUNCT
crl-16846	31	7	data	datum	NOUN
crl-16846	31	8	transparency	transparency	NOUN
crl-16846	31	9	”	"	PUNCT
crl-16846	31	10	standard	standard	NOUN
crl-16846	31	11	,	,	PUNCT
crl-16846	31	12	the	the	DET
crl-16846	31	13	first	first	ADJ
crl-16846	31	14	level	level	NOUN
crl-16846	31	15	would	would	AUX
crl-16846	31	16	require	require	VERB
crl-16846	31	17	that	that	SCONJ
crl-16846	31	18	authors	author	NOUN
crl-16846	31	19	state	state	VERB
crl-16846	31	20	whether	whether	SCONJ
crl-16846	31	21	the	the	DET
crl-16846	31	22	underlying	underlie	VERB
crl-16846	31	23	data	datum	NOUN
crl-16846	31	24	are	be	AUX
crl-16846	31	25	available	available	ADJ
crl-16846	31	26	,	,	PUNCT
crl-16846	31	27	the	the	DET
crl-16846	31	28	second	second	ADJ
crl-16846	31	29	level	level	NOUN
crl-16846	31	30	would	would	AUX
crl-16846	31	31	mandate	mandate	VERB
crl-16846	31	32	that	that	SCONJ
crl-16846	31	33	data	datum	NOUN
crl-16846	31	34	be	be	AUX
crl-16846	31	35	shared	share	VERB
crl-16846	31	36	,	,	PUNCT
crl-16846	31	37	and	and	CCONJ
crl-16846	31	38	the	the	DET
crl-16846	31	39	third	third	ADJ
crl-16846	31	40	level	level	NOUN
crl-16846	31	41	would	would	AUX
crl-16846	31	42	include	include	VERB
crl-16846	31	43	the	the	DET
crl-16846	31	44	journal	journal	NOUN
crl-16846	31	45	verifying	verifying	NOUN
crl-16846	31	46	that	that	SCONJ
crl-16846	31	47	the	the	DET
crl-16846	31	48	data	datum	NOUN
crl-16846	31	49	have	have	AUX
crl-16846	31	50	been	be	AUX
crl-16846	31	51	made	make	VERB
crl-16846	31	52	available	available	ADJ
crl-16846	31	53	.	.	PUNCT
crl-16846	32	1	this	this	DET
crl-16846	32	2	modular	modular	ADJ
crl-16846	32	3	framework	framework	NOUN
crl-16846	32	4	recognizes	recognize	VERB
crl-16846	32	5	that	that	SCONJ
crl-16846	32	6	there	there	PRON
crl-16846	32	7	are	be	VERB
crl-16846	32	8	different	different	ADJ
crl-16846	32	9	disciplinary	disciplinary	ADJ
crl-16846	32	10	norms	norm	NOUN
crl-16846	32	11	for	for	ADP
crl-16846	32	12	transparency	transparency	NOUN
crl-16846	32	13	and	and	CCONJ
crl-16846	32	14	abilities	ability	NOUN
crl-16846	32	15	to	to	PART
crl-16846	32	16	implement	implement	VERB
crl-16846	32	17	change	change	NOUN
crl-16846	32	18	across	across	ADP
crl-16846	32	19	disciplines	discipline	NOUN
crl-16846	32	20	.	.	PUNCT
crl-16846	33	1	as	as	ADP
crl-16846	33	2	of	of	ADP
crl-16846	33	3	october	october	PROPN
crl-16846	33	4	2017	2017	NUM
crl-16846	33	5	,	,	PUNCT
crl-16846	33	6	more	more	ADJ
crl-16846	33	7	than	than	ADP
crl-16846	33	8	5,000	5,000	NUM
crl-16846	33	9	journals	journal	NOUN
crl-16846	33	10	and	and	CCONJ
crl-16846	33	11	societies	society	NOUN
crl-16846	33	12	have	have	AUX
crl-16846	33	13	signed	sign	VERB
crl-16846	33	14	on	on	ADP
crl-16846	33	15	to	to	ADP
crl-16846	33	16	the	the	DET
crl-16846	33	17	top	top	ADJ
crl-16846	33	18	guidelines.29	guidelines.29	NOUN
crl-16846	33	19	in	in	ADP
crl-16846	33	20	september	september	PROPN
crl-16846	33	21	2017	2017	NUM
crl-16846	33	22	,	,	PUNCT
crl-16846	33	23	elsevier	elsevier	ADV
crl-16846	33	24	announced	announce	VERB
crl-16846	33	25	new	new	ADJ
crl-16846	33	26	data	datum	NOUN
crl-16846	33	27	guidelines	guideline	NOUN
crl-16846	33	28	across	across	ADP
crl-16846	33	29	1,800	1,800	NUM
crl-16846	33	30	journals	journal	NOUN
crl-16846	33	31	that	that	PRON
crl-16846	33	32	align	align	VERB
crl-16846	33	33	with	with	ADP
crl-16846	33	34	the	the	DET
crl-16846	33	35	top	top	ADJ
crl-16846	33	36	guidelines.30	guidelines.30	NOUN
crl-16846	33	37	the	the	DET
crl-16846	33	38	top	top	ADJ
crl-16846	33	39	guidelines	guideline	NOUN
crl-16846	33	40	contain	contain	VERB
crl-16846	33	41	many	many	ADJ
crl-16846	33	42	recommendations	recommendation	NOUN
crl-16846	33	43	that	that	SCONJ
crl-16846	33	44	academic	academic	ADJ
crl-16846	33	45	librarians	librarian	NOUN
crl-16846	33	46	who	who	PRON
crl-16846	33	47	support	support	VERB
crl-16846	33	48	research	research	NOUN
crl-16846	33	49	,	,	PUNCT
crl-16846	33	50	scholarly	scholarly	ADJ
crl-16846	33	51	communication	communication	NOUN
crl-16846	33	52	,	,	PUNCT
crl-16846	33	53	and	and	CCONJ
crl-16846	33	54	research	research	NOUN
crl-16846	33	55	data	datum	NOUN
crl-16846	33	56	management	management	NOUN
crl-16846	33	57	will	will	AUX
crl-16846	33	58	find	find	VERB
crl-16846	33	59	familiar:31	familiar:31	PRON
crl-16846	33	60	•	•	ADJ
crl-16846	33	61	citation	citation	NOUN
crl-16846	33	62	:	:	PUNCT
crl-16846	33	63	proper	proper	ADJ
crl-16846	33	64	citing	citing	NOUN
crl-16846	33	65	of	of	ADP
crl-16846	33	66	data	data	NOUN
crl-16846	33	67	,	,	PUNCT
crl-16846	33	68	code	code	NOUN
crl-16846	33	69	,	,	PUNCT
crl-16846	33	70	and	and	CCONJ
crl-16846	33	71	materials	material	NOUN
crl-16846	33	72	and	and	CCONJ
crl-16846	33	73	the	the	DET
crl-16846	33	74	recognition	recognition	NOUN
crl-16846	33	75	of	of	ADP
crl-16846	33	76	these	these	DET
crl-16846	33	77	products	product	NOUN
crl-16846	33	78	as	as	ADP
crl-16846	33	79	legitimate	legitimate	ADJ
crl-16846	33	80	intellectual	intellectual	ADJ
crl-16846	33	81	contributions	contribution	NOUN
crl-16846	33	82	to	to	ADP
crl-16846	33	83	science	science	NOUN
crl-16846	33	84	.	.	PUNCT
crl-16846	34	1	(	(	PUNCT
crl-16846	34	2	standard	standard	PROPN
crl-16846	34	3	1	1	NUM
crl-16846	34	4	)	)	PUNCT
crl-16846	34	5	•	•	VERB
crl-16846	34	6	data	data	NOUN
crl-16846	34	7	transparency	transparency	NOUN
crl-16846	34	8	,	,	PUNCT
crl-16846	34	9	analytic	analytic	ADJ
crl-16846	34	10	methods	method	NOUN
crl-16846	34	11	(	(	PUNCT
crl-16846	34	12	code	code	NOUN
crl-16846	34	13	)	)	PUNCT
crl-16846	34	14	transparency	transparency	NOUN
crl-16846	34	15	,	,	PUNCT
crl-16846	34	16	research	research	NOUN
crl-16846	34	17	materials	material	NOUN
crl-16846	34	18	transparency	transparency	NOUN
crl-16846	34	19	:	:	PUNCT
crl-16846	34	20	these	these	DET
crl-16846	34	21	three	three	NUM
crl-16846	34	22	distinct	distinct	ADJ
crl-16846	34	23	standards	standard	NOUN
crl-16846	34	24	relate	relate	VERB
crl-16846	34	25	to	to	ADP
crl-16846	34	26	the	the	DET
crl-16846	34	27	degree	degree	NOUN
crl-16846	34	28	to	to	PART
crl-16846	34	29	which	which	PRON
crl-16846	34	30	data	data	NOUN
crl-16846	34	31	,	,	PUNCT
crl-16846	34	32	code	code	NOUN
crl-16846	34	33	,	,	PUNCT
crl-16846	34	34	and	and	CCONJ
crl-16846	34	35	research	research	NOUN
crl-16846	34	36	materials	material	NOUN
crl-16846	34	37	are	be	AUX
crl-16846	34	38	made	make	VERB
crl-16846	34	39	available	available	ADJ
crl-16846	34	40	to	to	ADP
crl-16846	34	41	other	other	ADJ
crl-16846	34	42	researchers	researcher	NOUN
crl-16846	34	43	to	to	PART
crl-16846	34	44	enable	enable	VERB
crl-16846	34	45	reproducibility	reproducibility	NOUN
crl-16846	34	46	and	and	CCONJ
crl-16846	34	47	replication	replication	NOUN
crl-16846	34	48	.	.	PUNCT
crl-16846	35	1	(	(	PUNCT
crl-16846	35	2	standard	standard	PROPN
crl-16846	35	3	2	2	NUM
crl-16846	35	4	,	,	PUNCT
crl-16846	35	5	3	3	NUM
crl-16846	35	6	,	,	PUNCT
crl-16846	35	7	4	4	NUM
crl-16846	35	8	)	)	PUNCT
crl-16846	35	9	•	•	ADJ
crl-16846	35	10	design	design	NOUN
crl-16846	35	11	and	and	CCONJ
crl-16846	35	12	analysis	analysis	NOUN
crl-16846	35	13	transparency	transparency	NOUN
crl-16846	35	14	:	:	PUNCT
crl-16846	35	15	this	this	DET
crl-16846	35	16	standard	standard	NOUN
crl-16846	35	17	encourages	encourage	VERB
crl-16846	35	18	authors	author	NOUN
crl-16846	35	19	to	to	PART
crl-16846	35	20	follow	follow	VERB
crl-16846	35	21	explicit	explicit	ADJ
crl-16846	35	22	guidelines	guideline	NOUN
crl-16846	35	23	for	for	ADP
crl-16846	35	24	disclosing	disclose	VERB
crl-16846	35	25	key	key	ADJ
crl-16846	35	26	aspects	aspect	NOUN
crl-16846	35	27	of	of	ADP
crl-16846	35	28	research	research	NOUN
crl-16846	35	29	design	design	NOUN
crl-16846	35	30	and	and	CCONJ
crl-16846	35	31	analysis	analysis	NOUN
crl-16846	35	32	.	.	PUNCT
crl-16846	36	1	for	for	ADP
crl-16846	36	2	example	example	NOUN
crl-16846	36	3	,	,	PUNCT
crl-16846	36	4	the	the	DET
crl-16846	36	5	prisma	prisma	NOUN
crl-16846	36	6	guidelines	guideline	NOUN
crl-16846	36	7	outline	outline	VERB
crl-16846	36	8	explicit	explicit	ADJ
crl-16846	36	9	standards	standard	NOUN
crl-16846	36	10	for	for	ADP
crl-16846	36	11	reporting	report	VERB
crl-16846	36	12	systematic	systematic	ADJ
crl-16846	36	13	review	review	NOUN
crl-16846	36	14	research	research	NOUN
crl-16846	36	15	,	,	PUNCT
crl-16846	36	16	and	and	CCONJ
crl-16846	36	17	the	the	DET
crl-16846	36	18	arrive	arrive	ADJ
crl-16846	36	19	guidelines	guideline	NOUN
crl-16846	36	20	outline	outline	VERB
crl-16846	36	21	similar	similar	ADJ
crl-16846	36	22	standards	standard	NOUN
crl-16846	36	23	for	for	ADP
crl-16846	36	24	reporting	report	VERB
crl-16846	36	25	animal	animal	NOUN
crl-16846	36	26	research	research	NOUN
crl-16846	36	27	.	.	PUNCT
crl-16846	37	1	(	(	PUNCT
crl-16846	37	2	standard	standard	ADJ
crl-16846	37	3	5	5	NUM
crl-16846	37	4	)	)	PUNCT
crl-16846	37	5	•	•	ADJ
crl-16846	37	6	preregistration	preregistration	NOUN
crl-16846	37	7	of	of	ADP
crl-16846	37	8	studies	study	NOUN
crl-16846	37	9	,	,	PUNCT
crl-16846	37	10	preregistration	preregistration	NOUN
crl-16846	37	11	of	of	ADP
crl-16846	37	12	analysis	analysis	NOUN
crl-16846	37	13	plans	plan	NOUN
crl-16846	37	14	:	:	PUNCT
crl-16846	37	15	preregistration	preregistration	NOUN
crl-16846	37	16	of	of	ADP
crl-16846	37	17	studies	study	NOUN
crl-16846	37	18	involves	involve	VERB
crl-16846	37	19	publicly	publicly	ADV
crl-16846	37	20	declaring	declare	VERB
crl-16846	37	21	the	the	DET
crl-16846	37	22	research	research	NOUN
crl-16846	37	23	you	you	PRON
crl-16846	37	24	are	be	AUX
crl-16846	37	25	conducting	conduct	VERB
crl-16846	37	26	in	in	ADP
crl-16846	37	27	advance	advance	NOUN
crl-16846	37	28	,	,	PUNCT
crl-16846	37	29	thereby	thereby	ADV
crl-16846	37	30	increasing	increase	VERB
crl-16846	37	31	discovery	discovery	NOUN
crl-16846	37	32	of	of	ADP
crl-16846	37	33	research	research	NOUN
crl-16846	37	34	that	that	PRON
crl-16846	37	35	was	be	AUX
crl-16846	37	36	not	not	PART
crl-16846	37	37	published	publish	VERB
crl-16846	37	38	(	(	PUNCT
crl-16846	37	39	thus	thus	ADV
crl-16846	37	40	addressing	address	VERB
crl-16846	37	41	publication	publication	NOUN
crl-16846	37	42	bias	bias	NOUN
crl-16846	37	43	)	)	PUNCT
crl-16846	37	44	.	.	PUNCT
crl-16846	38	1	preregistration	preregistration	NOUN
crl-16846	38	2	of	of	ADP
crl-16846	38	3	analysis	analysis	NOUN
crl-16846	38	4	plans	plan	NOUN
crl-16846	38	5	goes	go	VERB
crl-16846	38	6	a	a	DET
crl-16846	38	7	step	step	NOUN
crl-16846	38	8	further	far	ADV
crl-16846	38	9	by	by	ADP
crl-16846	38	10	including	include	VERB
crl-16846	38	11	details	detail	NOUN
crl-16846	38	12	about	about	ADP
crl-16846	38	13	planned	plan	VERB
crl-16846	38	14	analysis	analysis	NOUN
crl-16846	38	15	,	,	PUNCT
crl-16846	38	16	preventing	prevent	VERB
crl-16846	38	17	problems	problem	NOUN
crl-16846	38	18	like	like	ADP
crl-16846	38	19	p	p	NOUN
crl-16846	38	20	-	-	PUNCT
crl-16846	38	21	hacking	hacking	NOUN
crl-16846	38	22	as	as	ADV
crl-16846	38	23	well	well	ADV
crl-16846	38	24	as	as	ADP
crl-16846	38	25	certifying	certify	VERB
crl-16846	38	26	the	the	DET
crl-16846	38	27	distinction	distinction	NOUN
crl-16846	38	28	between	between	ADP
crl-16846	38	29	confirmatory	confirmatory	NOUN
crl-16846	38	30	and	and	CCONJ
crl-16846	38	31	exploratory	exploratory	ADJ
crl-16846	38	32	research	research	NOUN
crl-16846	38	33	.	.	PUNCT
crl-16846	39	1	(	(	PUNCT
crl-16846	39	2	standard	standard	PROPN
crl-16846	39	3	6	6	NUM
crl-16846	39	4	,	,	PUNCT
crl-16846	39	5	7	7	NUM
crl-16846	39	6	)	)	PUNCT
crl-16846	39	7	•	•	NUM
crl-16846	39	8	replication	replication	NOUN
crl-16846	39	9	:	:	PUNCT
crl-16846	39	10	this	this	DET
crl-16846	39	11	standard	standard	NOUN
crl-16846	39	12	relates	relate	VERB
crl-16846	39	13	to	to	ADP
crl-16846	39	14	the	the	DET
crl-16846	39	15	journal	journal	NOUN
crl-16846	39	16	’s	’s	PART
crl-16846	39	17	willingness	willingness	NOUN
crl-16846	39	18	to	to	PART
crl-16846	39	19	publish	publish	VERB
crl-16846	39	20	direct	direct	ADJ
crl-16846	39	21	replications	replication	NOUN
crl-16846	39	22	of	of	ADP
crl-16846	39	23	studies	study	NOUN
crl-16846	39	24	it	it	PRON
crl-16846	39	25	previously	previously	ADV
crl-16846	39	26	published	publish	VERB
crl-16846	39	27	.	.	PUNCT
crl-16846	40	1	(	(	PUNCT
crl-16846	40	2	standard	standard	PROPN
crl-16846	40	3	8)	8)	PROPN
crl-16846	40	4	the	the	DET
crl-16846	40	5	american	american	PROPN
crl-16846	40	6	statistical	statistical	PROPN
crl-16846	40	7	association	association	PROPN
crl-16846	40	8	(	(	PUNCT
crl-16846	40	9	asa	asa	PROPN
crl-16846	40	10	)	)	PUNCT
crl-16846	40	11	has	have	AUX
crl-16846	40	12	developed	develop	VERB
crl-16846	40	13	guidelines	guideline	NOUN
crl-16846	40	14	for	for	ADP
crl-16846	40	15	funding	funding	NOUN
crl-16846	40	16	agencies	agency	NOUN
crl-16846	40	17	,	,	PUNCT
crl-16846	40	18	aimed	aim	VERB
crl-16846	40	19	at	at	ADP
crl-16846	40	20	improving	improve	VERB
crl-16846	40	21	reproducibility.32	reproducibility.32	VERB
crl-16846	40	22	while	while	SCONJ
crl-16846	40	23	these	these	DET
crl-16846	40	24	guidelines	guideline	NOUN
crl-16846	40	25	address	address	NOUN
crl-16846	40	26	funders	funder	VERB
crl-16846	40	27	,	,	PUNCT
crl-16846	40	28	they	they	PRON
crl-16846	40	29	contain	contain	VERB
crl-16846	40	30	many	many	ADJ
crl-16846	40	31	measures	measure	NOUN
crl-16846	40	32	familiar	familiar	ADJ
crl-16846	40	33	from	from	ADP
crl-16846	40	34	the	the	DET
crl-16846	40	35	top	top	ADJ
crl-16846	40	36	guidelines	guideline	NOUN
crl-16846	40	37	.	.	PUNCT
crl-16846	41	1	the	the	DET
crl-16846	41	2	asa	asa	PROPN
crl-16846	41	3	’s	’s	PART
crl-16846	41	4	recommendations	recommendation	NOUN
crl-16846	41	5	include	include	VERB
crl-16846	41	6	,	,	PUNCT
crl-16846	41	7	among	among	ADP
crl-16846	41	8	other	other	ADJ
crl-16846	41	9	things	thing	NOUN
crl-16846	41	10	,	,	PUNCT
crl-16846	41	11	increasing	increase	VERB
crl-16846	41	12	support	support	NOUN
crl-16846	41	13	for	for	ADP
crl-16846	41	14	the	the	DET
crl-16846	41	15	methodological	methodological	ADJ
crl-16846	41	16	training	training	NOUN
crl-16846	41	17	,	,	PUNCT
crl-16846	41	18	with	with	ADP
crl-16846	41	19	particular	particular	ADJ
crl-16846	41	20	emphasis	emphasis	NOUN
crl-16846	41	21	on	on	ADP
crl-16846	41	22	data	data	NOUN
crl-16846	41	23	management	management	NOUN
crl-16846	41	24	skills	skill	NOUN
crl-16846	41	25	and	and	CCONJ
crl-16846	41	26	adding	add	VERB
crl-16846	41	27	code	code	NOUN
crl-16846	41	28	management	management	NOUN
crl-16846	41	29	plans	plan	NOUN
crl-16846	41	30	to	to	ADP
crl-16846	41	31	existing	exist	VERB
crl-16846	41	32	requirements	requirement	NOUN
crl-16846	41	33	of	of	ADP
crl-16846	41	34	data	data	NOUN
crl-16846	41	35	management	management	NOUN
crl-16846	41	36	plans	plan	NOUN
crl-16846	41	37	(	(	PUNCT
crl-16846	41	38	dmps	dmp	NOUN
crl-16846	41	39	)	)	PUNCT
crl-16846	41	40	.	.	PUNCT
crl-16846	42	1	also	also	ADV
crl-16846	42	2	interesting	interesting	ADJ
crl-16846	42	3	for	for	ADP
crl-16846	42	4	librarians	librarian	NOUN
crl-16846	42	5	are	be	AUX
crl-16846	42	6	the	the	DET
crl-16846	42	7	“	"	PUNCT
crl-16846	42	8	principles	principle	NOUN
crl-16846	42	9	”	"	PUNCT
crl-16846	42	10	and	and	CCONJ
crl-16846	42	11	“	"	PUNCT
crl-16846	42	12	observations	observation	NOUN
crl-16846	42	13	”	"	PUNCT
crl-16846	42	14	preamble	preamble	ADJ
crl-16846	42	15	to	to	ADP
crl-16846	42	16	the	the	DET
crl-16846	42	17	asa	asa	PROPN
crl-16846	42	18	’s	’s	PART
crl-16846	42	19	recommendations	recommendation	NOUN
crl-16846	42	20	.	.	PUNCT
crl-16846	43	1	specifically	specifically	ADV
crl-16846	43	2	,	,	PUNCT
crl-16846	43	3	the	the	DET
crl-16846	43	4	principles	principle	NOUN
crl-16846	43	5	recognize	recognize	VERB
crl-16846	43	6	the	the	DET
crl-16846	43	7	importance	importance	NOUN
crl-16846	43	8	of	of	ADP
crl-16846	43	9	using	use	VERB
crl-16846	43	10	open	open	ADJ
crl-16846	43	11	data	datum	NOUN
crl-16846	43	12	whenever	whenever	SCONJ
crl-16846	43	13	possible	possible	ADJ
crl-16846	43	14	,	,	PUNCT
crl-16846	43	15	publishing	publish	VERB
crl-16846	43	16	data	datum	NOUN
crl-16846	43	17	and	and	CCONJ
crl-16846	43	18	code	code	NOUN
crl-16846	43	19	in	in	ADP
crl-16846	43	20	open	open	ADJ
crl-16846	43	21	repositories	repository	NOUN
crl-16846	43	22	,	,	PUNCT
crl-16846	43	23	making	make	VERB
crl-16846	43	24	data	datum	NOUN
crl-16846	43	25	and	and	CCONJ
crl-16846	43	26	code	code	NOUN
crl-16846	43	27	citable	citable	ADJ
crl-16846	43	28	and	and	CCONJ
crl-16846	43	29	recognized	recognize	VERB
crl-16846	43	30	as	as	ADP
crl-16846	43	31	real	real	ADJ
crl-16846	43	32	research	research	NOUN
crl-16846	43	33	contributions	contribution	NOUN
crl-16846	43	34	,	,	PUNCT
crl-16846	43	35	and	and	CCONJ
crl-16846	43	36	using	use	VERB
crl-16846	43	37	computational	computational	ADJ
crl-16846	43	38	practices	practice	NOUN
crl-16846	43	39	during	during	ADP
crl-16846	43	40	data	datum	NOUN
crl-16846	43	41	analysis	analysis	NOUN
crl-16846	43	42	and	and	CCONJ
crl-16846	43	43	processing.33	processing.33	VERB
crl-16846	43	44	major	major	ADJ
crl-16846	43	45	research	research	NOUN
crl-16846	43	46	funders	funder	NOUN
crl-16846	43	47	have	have	AUX
crl-16846	43	48	also	also	ADV
crl-16846	43	49	started	start	VERB
crl-16846	43	50	to	to	PART
crl-16846	43	51	address	address	VERB
crl-16846	43	52	reproducibility	reproducibility	NOUN
crl-16846	43	53	.	.	PUNCT
crl-16846	44	1	in	in	ADP
crl-16846	44	2	2014	2014	NUM
crl-16846	44	3	,	,	PUNCT
crl-16846	44	4	the	the	DET
crl-16846	44	5	national	national	PROPN
crl-16846	44	6	institute	institute	PROPN
crl-16846	44	7	of	of	ADP
crl-16846	44	8	health	health	PROPN
crl-16846	44	9	(	(	PUNCT
crl-16846	44	10	nih	nih	PROPN
crl-16846	44	11	)	)	PUNCT
crl-16846	44	12	hosted	host	VERB
crl-16846	44	13	a	a	DET
crl-16846	44	14	joint	joint	ADJ
crl-16846	44	15	workshop	workshop	NOUN
crl-16846	44	16	with	with	ADP
crl-16846	44	17	the	the	DET
crl-16846	44	18	nature	nature	NOUN
crl-16846	44	19	publishing	publishing	NOUN
crl-16846	44	20	group	group	NOUN
crl-16846	44	21	,	,	PUNCT
crl-16846	44	22	the	the	DET
crl-16846	44	23	journal	journal	NOUN
crl-16846	44	24	science	science	NOUN
crl-16846	44	25	,	,	PUNCT
crl-16846	44	26	and	and	CCONJ
crl-16846	44	27	journal	journal	NOUN
crl-16846	44	28	editors	editor	NOUN
crl-16846	44	29	representing	represent	VERB
crl-16846	44	30	the	the	DET
crl-16846	44	31	30	30	NUM
crl-16846	44	32	journals	journal	NOUN
crl-16846	44	33	where	where	SCONJ
crl-16846	44	34	nih	nih	PROPN
crl-16846	44	35	-	-	PUNCT
crl-16846	44	36	funded	fund	VERB
crl-16846	44	37	research	research	NOUN
crl-16846	44	38	is	be	AUX
crl-16846	44	39	most	most	ADV
crl-16846	44	40	frequently	frequently	ADV
crl-16846	44	41	published.34	published.34	VERB
crl-16846	44	42	these	these	DET
crl-16846	44	43	guidelines	guideline	NOUN
crl-16846	44	44	call	call	VERB
crl-16846	44	45	for	for	ADP
crl-16846	44	46	improved	improved	ADJ
crl-16846	44	47	rigor	rigor	NOUN
crl-16846	44	48	in	in	ADP
crl-16846	44	49	statistical	statistical	ADJ
crl-16846	44	50	analysis	analysis	NOUN
crl-16846	44	51	,	,	PUNCT
crl-16846	44	52	reporting	report	VERB
crl-16846	44	53	transparency	transparency	NOUN
crl-16846	44	54	,	,	PUNCT
crl-16846	44	55	data	datum	NOUN
crl-16846	44	56	and	and	CCONJ
crl-16846	44	57	material	material	NOUN
crl-16846	44	58	sharing	sharing	NOUN
crl-16846	44	59	,	,	PUNCT
crl-16846	44	60	editorial	editorial	NOUN
crl-16846	44	61	 	 	SPACE
crl-16846	44	62	5	5	NUM
crl-16846	44	63	consideration	consideration	NOUN
crl-16846	44	64	of	of	ADP
crl-16846	44	65	refutations	refutation	NOUN
crl-16846	44	66	,	,	PUNCT
crl-16846	44	67	considering	consider	VERB
crl-16846	44	68	the	the	DET
crl-16846	44	69	establishment	establishment	NOUN
crl-16846	44	70	of	of	ADP
crl-16846	44	71	best	good	ADJ
crl-16846	44	72	practice	practice	NOUN
crl-16846	44	73	guidelines	guideline	NOUN
crl-16846	44	74	for	for	ADP
crl-16846	44	75	certain	certain	ADJ
crl-16846	44	76	images	image	NOUN
crl-16846	44	77	and	and	CCONJ
crl-16846	44	78	descriptions	description	NOUN
crl-16846	44	79	of	of	ADP
crl-16846	44	80	biological	biological	ADJ
crl-16846	44	81	materials	material	NOUN
crl-16846	44	82	.	.	PUNCT
crl-16846	45	1	there	there	PRON
crl-16846	45	2	are	be	VERB
crl-16846	45	3	a	a	DET
crl-16846	45	4	number	number	NOUN
crl-16846	45	5	of	of	ADP
crl-16846	45	6	other	other	ADJ
crl-16846	45	7	guidelines	guideline	NOUN
crl-16846	45	8	by	by	ADP
crl-16846	45	9	funders	funder	NOUN
crl-16846	45	10	,	,	PUNCT
crl-16846	45	11	professional	professional	ADJ
crl-16846	45	12	scientific	scientific	ADJ
crl-16846	45	13	societies	society	NOUN
crl-16846	45	14	,	,	PUNCT
crl-16846	45	15	individual	individual	ADJ
crl-16846	45	16	scientists	scientist	NOUN
crl-16846	45	17	,	,	PUNCT
crl-16846	45	18	institutions	institution	NOUN
crl-16846	45	19	,	,	PUNCT
crl-16846	45	20	and	and	CCONJ
crl-16846	45	21	conferences	conference	NOUN
crl-16846	45	22	,	,	PUNCT
crl-16846	45	23	and	and	CCONJ
crl-16846	45	24	we	we	PRON
crl-16846	45	25	recommend	recommend	VERB
crl-16846	45	26	that	that	SCONJ
crl-16846	45	27	librarians	librarian	NOUN
crl-16846	45	28	find	find	VERB
crl-16846	45	29	guidelines	guideline	NOUN
crl-16846	45	30	associated	associate	VERB
crl-16846	45	31	with	with	ADP
crl-16846	45	32	the	the	DET
crl-16846	45	33	disciplines	discipline	NOUN
crl-16846	45	34	they	they	PRON
crl-16846	45	35	support	support	VERB
crl-16846	45	36	.	.	PUNCT
crl-16846	46	1	for	for	ADP
crl-16846	46	2	example	example	NOUN
crl-16846	46	3	,	,	PUNCT
crl-16846	46	4	the	the	DET
crl-16846	46	5	federation	federation	PROPN
crl-16846	46	6	of	of	ADP
crl-16846	46	7	american	american	PROPN
crl-16846	46	8	societies	society	NOUN
crl-16846	46	9	for	for	ADP
crl-16846	46	10	experimental	experimental	ADJ
crl-16846	46	11	biology	biology	NOUN
crl-16846	46	12	has	have	VERB
crl-16846	46	13	a	a	DET
crl-16846	46	14	broad	broad	ADJ
crl-16846	46	15	set	set	NOUN
crl-16846	46	16	of	of	ADP
crl-16846	46	17	recommendations	recommendation	NOUN
crl-16846	46	18	regarding	regard	VERB
crl-16846	46	19	research	research	NOUN
crl-16846	46	20	using	use	VERB
crl-16846	46	21	animal	animal	NOUN
crl-16846	46	22	models	model	NOUN
crl-16846	46	23	or	or	CCONJ
crl-16846	46	24	antibodies	antibody	NOUN
crl-16846	46	25	,	,	PUNCT
crl-16846	46	26	intended	intend	VERB
crl-16846	46	27	for	for	ADP
crl-16846	46	28	research	research	NOUN
crl-16846	46	29	organizations	organization	NOUN
crl-16846	46	30	,	,	PUNCT
crl-16846	46	31	individual	individual	ADJ
crl-16846	46	32	investigators	investigator	NOUN
crl-16846	46	33	,	,	PUNCT
crl-16846	46	34	and	and	CCONJ
crl-16846	46	35	publishers.35	publishers.35	VERB
crl-16846	46	36	the	the	DET
crl-16846	46	37	society	society	NOUN
crl-16846	46	38	for	for	ADP
crl-16846	46	39	neuroscience	neuroscience	NOUN
crl-16846	46	40	’s	’s	PART
crl-16846	46	41	“	"	PUNCT
crl-16846	46	42	research	research	NOUN
crl-16846	46	43	practices	practice	NOUN
crl-16846	46	44	for	for	ADP
crl-16846	46	45	scientific	scientific	ADJ
crl-16846	46	46	rigor	rigor	NOUN
crl-16846	46	47	:	:	PUNCT
crl-16846	46	48	a	a	DET
crl-16846	46	49	resource	resource	NOUN
crl-16846	46	50	for	for	ADP
crl-16846	46	51	discussion	discussion	NOUN
crl-16846	46	52	,	,	PUNCT
crl-16846	46	53	training	training	NOUN
crl-16846	46	54	,	,	PUNCT
crl-16846	46	55	and	and	CCONJ
crl-16846	46	56	practice	practice	NOUN
crl-16846	46	57	”	"	PUNCT
crl-16846	46	58	has	have	VERB
crl-16846	46	59	discussion	discussion	NOUN
crl-16846	46	60	points	point	NOUN
crl-16846	46	61	and	and	CCONJ
crl-16846	46	62	recommendations	recommendation	NOUN
crl-16846	46	63	covering	cover	VERB
crl-16846	46	64	methodological	methodological	ADJ
crl-16846	46	65	issues	issue	NOUN
crl-16846	46	66	,	,	PUNCT
crl-16846	46	67	data	datum	NOUN
crl-16846	46	68	analysis	analysis	NOUN
crl-16846	46	69	,	,	PUNCT
crl-16846	46	70	and	and	CCONJ
crl-16846	46	71	transparency.36	transparency.36	NOUN
crl-16846	46	72	these	these	DET
crl-16846	46	73	guidelines	guideline	NOUN
crl-16846	46	74	are	be	AUX
crl-16846	46	75	invaluable	invaluable	ADJ
crl-16846	46	76	for	for	ADP
crl-16846	46	77	liaisons	liaison	NOUN
crl-16846	46	78	and	and	CCONJ
crl-16846	46	79	functional	functional	ADJ
crl-16846	46	80	specialists	specialist	NOUN
crl-16846	46	81	working	work	VERB
crl-16846	46	82	within	within	ADP
crl-16846	46	83	these	these	DET
crl-16846	46	84	areas	area	NOUN
crl-16846	46	85	.	.	PUNCT
crl-16846	47	1	a	a	DET
crl-16846	47	2	future	future	ADJ
crl-16846	47	3	publication	publication	NOUN
crl-16846	47	4	by	by	ADP
crl-16846	47	5	the	the	DET
crl-16846	47	6	authors	author	NOUN
crl-16846	47	7	will	will	AUX
crl-16846	47	8	address	address	VERB
crl-16846	47	9	a	a	DET
crl-16846	47	10	comprehensive	comprehensive	ADJ
crl-16846	47	11	review	review	NOUN
crl-16846	47	12	of	of	ADP
crl-16846	47	13	reproducibility	reproducibility	NOUN
crl-16846	47	14	guidelines	guideline	NOUN
crl-16846	47	15	.	.	PUNCT
crl-16846	48	1	recommendations	recommendation	NOUN
crl-16846	48	2	to	to	PART
crl-16846	48	3	improve	improve	VERB
crl-16846	48	4	the	the	DET
crl-16846	48	5	reproducibility	reproducibility	NOUN
crl-16846	48	6	of	of	ADP
crl-16846	48	7	research	research	NOUN
crl-16846	48	8	can	can	AUX
crl-16846	48	9	be	be	AUX
crl-16846	48	10	conceptualized	conceptualize	VERB
crl-16846	48	11	as	as	ADP
crl-16846	48	12	falling	fall	VERB
crl-16846	48	13	into	into	ADP
crl-16846	48	14	two	two	NUM
crl-16846	48	15	realms	realm	NOUN
crl-16846	48	16	:	:	PUNCT
crl-16846	48	17	those	those	PRON
crl-16846	48	18	that	that	PRON
crl-16846	48	19	belong	belong	VERB
crl-16846	48	20	to	to	ADP
crl-16846	48	21	the	the	DET
crl-16846	48	22	practice	practice	NOUN
crl-16846	48	23	of	of	ADP
crl-16846	48	24	science	science	NOUN
crl-16846	48	25	itself	itself	PRON
crl-16846	48	26	and	and	CCONJ
crl-16846	48	27	those	those	PRON
crl-16846	48	28	that	that	PRON
crl-16846	48	29	belong	belong	VERB
crl-16846	48	30	to	to	ADP
crl-16846	48	31	the	the	DET
crl-16846	48	32	packaging	packaging	NOUN
crl-16846	48	33	and	and	CCONJ
crl-16846	48	34	reporting	reporting	NOUN
crl-16846	48	35	of	of	ADP
crl-16846	48	36	science	science	NOUN
crl-16846	48	37	.	.	PUNCT
crl-16846	49	1	for	for	ADP
crl-16846	49	2	example	example	NOUN
crl-16846	49	3	,	,	PUNCT
crl-16846	49	4	recommendations	recommendation	NOUN
crl-16846	49	5	relating	relate	VERB
crl-16846	49	6	to	to	PART
crl-16846	49	7	study	study	VERB
crl-16846	49	8	design	design	NOUN
crl-16846	49	9	and	and	CCONJ
crl-16846	49	10	statistics	statistic	NOUN
crl-16846	49	11	clearly	clearly	ADV
crl-16846	49	12	belong	belong	VERB
crl-16846	49	13	to	to	ADP
crl-16846	49	14	the	the	DET
crl-16846	49	15	practice	practice	NOUN
crl-16846	49	16	of	of	ADP
crl-16846	49	17	science	science	NOUN
crl-16846	49	18	;	;	PUNCT
crl-16846	49	19	recommendations	recommendation	NOUN
crl-16846	49	20	related	relate	VERB
crl-16846	49	21	to	to	ADP
crl-16846	49	22	these	these	DET
crl-16846	49	23	areas	area	NOUN
crl-16846	49	24	will	will	AUX
crl-16846	49	25	differ	differ	VERB
crl-16846	49	26	depending	depend	VERB
crl-16846	49	27	on	on	ADP
crl-16846	49	28	the	the	DET
crl-16846	49	29	discipline	discipline	NOUN
crl-16846	49	30	,	,	PUNCT
crl-16846	49	31	and	and	CCONJ
crl-16846	49	32	librarians	librarian	NOUN
crl-16846	49	33	will	will	AUX
crl-16846	49	34	likely	likely	ADV
crl-16846	49	35	have	have	VERB
crl-16846	49	36	a	a	DET
crl-16846	49	37	limited	limited	ADJ
crl-16846	49	38	role	role	NOUN
crl-16846	49	39	to	to	PART
crl-16846	49	40	play	play	VERB
crl-16846	49	41	.	.	PUNCT
crl-16846	50	1	on	on	ADP
crl-16846	50	2	the	the	DET
crl-16846	50	3	other	other	ADJ
crl-16846	50	4	hand	hand	NOUN
crl-16846	50	5	,	,	PUNCT
crl-16846	50	6	recommendations	recommendation	NOUN
crl-16846	50	7	related	relate	VERB
crl-16846	50	8	to	to	ADP
crl-16846	50	9	the	the	DET
crl-16846	50	10	packaging	packaging	NOUN
crl-16846	50	11	of	of	ADP
crl-16846	50	12	science	science	NOUN
crl-16846	50	13	such	such	ADJ
crl-16846	50	14	as	as	ADP
crl-16846	50	15	preregistration	preregistration	NOUN
crl-16846	50	16	of	of	ADP
crl-16846	50	17	studies	study	NOUN
crl-16846	50	18	and	and	CCONJ
crl-16846	50	19	analysis	analysis	NOUN
crl-16846	50	20	plans	plan	NOUN
crl-16846	50	21	or	or	CCONJ
crl-16846	50	22	improvements	improvement	NOUN
crl-16846	50	23	to	to	ADP
crl-16846	50	24	transparency	transparency	NOUN
crl-16846	50	25	such	such	ADJ
crl-16846	50	26	as	as	ADP
crl-16846	50	27	data	data	NOUN
crl-16846	50	28	sharing	sharing	NOUN
crl-16846	50	29	have	have	VERB
crl-16846	50	30	clear	clear	ADJ
crl-16846	50	31	implications	implication	NOUN
crl-16846	50	32	for	for	ADP
crl-16846	50	33	the	the	DET
crl-16846	50	34	services	service	NOUN
crl-16846	50	35	and	and	CCONJ
crl-16846	50	36	expertise	expertise	NOUN
crl-16846	50	37	that	that	PRON
crl-16846	50	38	academic	academic	ADJ
crl-16846	50	39	librarians	librarians	PROPN
crl-16846	50	40	provide	provide	VERB
crl-16846	50	41	.	.	PUNCT
crl-16846	51	1	indeed	indeed	ADV
crl-16846	51	2	,	,	PUNCT
crl-16846	51	3	in	in	ADP
crl-16846	51	4	most	most	ADJ
crl-16846	51	5	cases	case	NOUN
crl-16846	51	6	,	,	PUNCT
crl-16846	51	7	services	service	NOUN
crl-16846	51	8	and	and	CCONJ
crl-16846	51	9	expertise	expertise	NOUN
crl-16846	51	10	related	relate	VERB
crl-16846	51	11	to	to	ADP
crl-16846	51	12	these	these	DET
crl-16846	51	13	issues	issue	NOUN
crl-16846	51	14	are	be	AUX
crl-16846	51	15	already	already	ADV
crl-16846	51	16	being	be	AUX
crl-16846	51	17	offered	offer	VERB
crl-16846	51	18	by	by	ADP
crl-16846	51	19	academic	academic	ADJ
crl-16846	51	20	libraries	library	NOUN
crl-16846	51	21	;	;	PUNCT
crl-16846	51	22	extending	extend	VERB
crl-16846	51	23	them	they	PRON
crl-16846	51	24	to	to	PART
crl-16846	51	25	support	support	VERB
crl-16846	51	26	reproducibility	reproducibility	NOUN
crl-16846	51	27	will	will	AUX
crl-16846	51	28	require	require	VERB
crl-16846	51	29	only	only	ADV
crl-16846	51	30	that	that	SCONJ
crl-16846	51	31	we	we	PRON
crl-16846	51	32	effectively	effectively	ADV
crl-16846	51	33	frame	frame	VERB
crl-16846	51	34	them	they	PRON
crl-16846	51	35	as	as	ADP
crl-16846	51	36	supporting	support	VERB
crl-16846	51	37	reproducible	reproducible	ADJ
crl-16846	51	38	research	research	NOUN
crl-16846	51	39	.	.	PUNCT
crl-16846	52	1	in	in	ADP
crl-16846	52	2	a	a	DET
crl-16846	52	3	future	future	ADJ
crl-16846	52	4	publication	publication	NOUN
crl-16846	52	5	,	,	PUNCT
crl-16846	52	6	the	the	DET
crl-16846	52	7	authors	author	NOUN
crl-16846	52	8	will	will	AUX
crl-16846	52	9	set	set	VERB
crl-16846	52	10	out	out	ADP
crl-16846	52	11	an	an	DET
crl-16846	52	12	explicit	explicit	ADJ
crl-16846	52	13	model	model	NOUN
crl-16846	52	14	of	of	ADP
crl-16846	52	15	services	service	NOUN
crl-16846	52	16	and	and	CCONJ
crl-16846	52	17	expertise	expertise	NOUN
crl-16846	52	18	related	relate	VERB
crl-16846	52	19	to	to	ADP
crl-16846	52	20	reproducibility	reproducibility	NOUN
crl-16846	52	21	.	.	PUNCT
crl-16846	53	1	discussion	discussion	NOUN
crl-16846	53	2	the	the	DET
crl-16846	53	3	systems	system	NOUN
crl-16846	53	4	needed	need	VERB
crl-16846	53	5	to	to	PART
crl-16846	53	6	promote	promote	VERB
crl-16846	53	7	reproducible	reproducible	ADJ
crl-16846	53	8	research	research	NOUN
crl-16846	53	9	must	must	AUX
crl-16846	53	10	come	come	VERB
crl-16846	53	11	from	from	ADP
crl-16846	53	12	institutions	institution	NOUN
crl-16846	53	13	—	—	PUNCT
crl-16846	53	14	scientists	scientist	NOUN
crl-16846	53	15	,	,	PUNCT
crl-16846	53	16	funders	funder	NOUN
crl-16846	53	17	and	and	CCONJ
crl-16846	53	18	journals	journal	NOUN
crl-16846	53	19	can	can	AUX
crl-16846	53	20	not	not	PART
crl-16846	53	21	build	build	VERB
crl-16846	53	22	them	they	PRON
crl-16846	53	23	on	on	ADP
crl-16846	53	24	their	their	PRON
crl-16846	53	25	own	own	ADJ
crl-16846	53	26	.	.	PUNCT
crl-16846	54	1	these	these	DET
crl-16846	54	2	kinds	kind	NOUN
crl-16846	54	3	of	of	ADP
crl-16846	54	4	changes	change	NOUN
crl-16846	54	5	will	will	AUX
crl-16846	54	6	require	require	VERB
crl-16846	54	7	additional	additional	ADJ
crl-16846	54	8	money	money	NOUN
crl-16846	54	9	,	,	PUNCT
crl-16846	54	10	infrastructure	infrastructure	NOUN
crl-16846	54	11	,	,	PUNCT
crl-16846	54	12	personnel	personnel	NOUN
crl-16846	54	13	and	and	CCONJ
crl-16846	54	14	paperwork	paperwork	NOUN
crl-16846	54	15	.	.	PUNCT
crl-16846	55	1	the	the	DET
crl-16846	55	2	load	load	NOUN
crl-16846	55	3	on	on	ADP
crl-16846	55	4	institutions	institution	NOUN
crl-16846	55	5	and	and	CCONJ
crl-16846	55	6	investigators	investigator	NOUN
crl-16846	55	7	will	will	AUX
crl-16846	55	8	be	be	AUX
crl-16846	55	9	real	real	ADJ
crl-16846	55	10	,	,	PUNCT
crl-16846	55	11	but	but	CCONJ
crl-16846	55	12	so	so	ADV
crl-16846	55	13	is	be	AUX
crl-16846	55	14	the	the	DET
crl-16846	55	15	burden	burden	NOUN
crl-16846	55	16	of	of	ADP
crl-16846	55	17	irreproducible	irreproducible	ADJ
crl-16846	55	18	research.37	research.37	NOUN
crl-16846	55	19	—	—	PUNCT
crl-16846	55	20	c.	c.	PROPN
crl-16846	55	21	glenn	glenn	PROPN
crl-16846	55	22	begley	begley	PROPN
crl-16846	55	23	,	,	PUNCT
crl-16846	55	24	alastair	alastair	NOUN
crl-16846	55	25	m	m	PROPN
crl-16846	55	26	buchan	buchan	NOUN
crl-16846	55	27	,	,	PUNCT
crl-16846	55	28	and	and	CCONJ
crl-16846	55	29	ulrich	ulrich	PROPN
crl-16846	55	30	dirnagl	dirnagl	NOUN
crl-16846	55	31	research	research	NOUN
crl-16846	55	32	institutions	institution	NOUN
crl-16846	55	33	have	have	VERB
crl-16846	55	34	a	a	DET
crl-16846	55	35	responsibility	responsibility	NOUN
crl-16846	55	36	to	to	PART
crl-16846	55	37	work	work	VERB
crl-16846	55	38	with	with	ADP
crl-16846	55	39	researchers	researcher	NOUN
crl-16846	55	40	,	,	PUNCT
crl-16846	55	41	funders	funder	NOUN
crl-16846	55	42	,	,	PUNCT
crl-16846	55	43	journals	journal	NOUN
crl-16846	55	44	,	,	PUNCT
crl-16846	55	45	and	and	CCONJ
crl-16846	55	46	professional	professional	ADJ
crl-16846	55	47	societies	society	NOUN
crl-16846	55	48	to	to	PART
crl-16846	55	49	address	address	VERB
crl-16846	55	50	issues	issue	NOUN
crl-16846	55	51	with	with	ADP
crl-16846	55	52	reproducibility	reproducibility	NOUN
crl-16846	55	53	.	.	PUNCT
crl-16846	56	1	the	the	DET
crl-16846	56	2	academic	academic	ADJ
crl-16846	56	3	library	library	NOUN
crl-16846	56	4	is	be	AUX
crl-16846	56	5	one	one	NUM
crl-16846	56	6	of	of	ADP
crl-16846	56	7	the	the	DET
crl-16846	56	8	few	few	ADJ
crl-16846	56	9	organizations	organization	NOUN
crl-16846	56	10	within	within	ADP
crl-16846	56	11	an	an	DET
crl-16846	56	12	academic	academic	ADJ
crl-16846	56	13	institution	institution	NOUN
crl-16846	56	14	that	that	PRON
crl-16846	56	15	has	have	VERB
crl-16846	56	16	the	the	DET
crl-16846	56	17	expertise	expertise	NOUN
crl-16846	56	18	and	and	CCONJ
crl-16846	56	19	infrastructure	infrastructure	NOUN
crl-16846	56	20	to	to	PART
crl-16846	56	21	broadly	broadly	ADV
crl-16846	56	22	support	support	VERB
crl-16846	56	23	reproducible	reproducible	ADJ
crl-16846	56	24	research	research	NOUN
crl-16846	56	25	.	.	PUNCT
crl-16846	57	1	academic	academic	ADJ
crl-16846	57	2	librarians	librarians	PROPN
crl-16846	57	3	have	have	VERB
crl-16846	57	4	extensive	extensive	ADJ
crl-16846	57	5	experience	experience	NOUN
crl-16846	57	6	with	with	ADP
crl-16846	57	7	finding	finding	NOUN
crl-16846	57	8	and	and	CCONJ
crl-16846	57	9	evaluating	evaluate	VERB
crl-16846	57	10	scientific	scientific	ADJ
crl-16846	57	11	literature	literature	NOUN
crl-16846	57	12	,	,	PUNCT
crl-16846	57	13	scholarly	scholarly	ADJ
crl-16846	57	14	communication	communication	NOUN
crl-16846	57	15	,	,	PUNCT
crl-16846	57	16	research	research	NOUN
crl-16846	57	17	metrics	metric	NOUN
crl-16846	57	18	,	,	PUNCT
crl-16846	57	19	and	and	CCONJ
crl-16846	57	20	data	data	NOUN
crl-16846	57	21	management	management	NOUN
crl-16846	57	22	and	and	CCONJ
crl-16846	57	23	sharing	sharing	NOUN
crl-16846	57	24	.	.	PUNCT
crl-16846	58	1	we	we	PRON
crl-16846	58	2	support	support	VERB
crl-16846	58	3	computational	computational	ADJ
crl-16846	58	4	and	and	CCONJ
crl-16846	58	5	data	data	NOUN
crl-16846	58	6	-	-	PUNCT
crl-16846	58	7	intensive	intensive	ADJ
crl-16846	58	8	research	research	NOUN
crl-16846	58	9	such	such	ADJ
crl-16846	58	10	as	as	ADP
crl-16846	58	11	gis	gis	ADJ
crl-16846	58	12	,	,	PUNCT
crl-16846	58	13	bibliometrics	bibliometric	NOUN
crl-16846	58	14	,	,	PUNCT
crl-16846	58	15	data	datum	NOUN
crl-16846	58	16	mining	mining	NOUN
crl-16846	58	17	,	,	PUNCT
crl-16846	58	18	and	and	CCONJ
crl-16846	58	19	digital	digital	ADJ
crl-16846	58	20	humanities	humanity	NOUN
crl-16846	58	21	.	.	PUNCT
crl-16846	59	1	most	most	ADJ
crl-16846	59	2	academic	academic	ADJ
crl-16846	59	3	libraries	library	NOUN
crl-16846	59	4	have	have	VERB
crl-16846	59	5	subject	subject	ADJ
crl-16846	59	6	specialists	specialist	NOUN
crl-16846	59	7	assigned	assign	VERB
crl-16846	59	8	to	to	ADP
crl-16846	59	9	every	every	DET
crl-16846	59	10	discipline	discipline	NOUN
crl-16846	59	11	,	,	PUNCT
crl-16846	59	12	whose	whose	DET
crl-16846	59	13	job	job	NOUN
crl-16846	59	14	it	it	PRON
crl-16846	59	15	is	be	AUX
crl-16846	59	16	to	to	PART
crl-16846	59	17	build	build	VERB
crl-16846	59	18	and	and	CCONJ
crl-16846	59	19	maintain	maintain	VERB
crl-16846	59	20	relationships	relationship	NOUN
crl-16846	59	21	and	and	CCONJ
crl-16846	59	22	support	support	NOUN
crl-16846	59	23	students	student	NOUN
crl-16846	59	24	,	,	PUNCT
crl-16846	59	25	faculty	faculty	NOUN
crl-16846	59	26	,	,	PUNCT
crl-16846	59	27	and	and	CCONJ
crl-16846	59	28	researchers	researcher	NOUN
crl-16846	59	29	and	and	CCONJ
crl-16846	59	30	understand	understand	VERB
crl-16846	59	31	issues	issue	NOUN
crl-16846	59	32	within	within	ADP
crl-16846	59	33	the	the	DET
crl-16846	59	34	discipline	discipline	NOUN
crl-16846	59	35	.	.	PUNCT
crl-16846	60	1	academic	academic	ADJ
crl-16846	60	2	libraries	library	NOUN
crl-16846	60	3	are	be	AUX
crl-16846	60	4	thus	thus	ADV
crl-16846	60	5	well	well	ADV
crl-16846	60	6	placed	place	VERB
crl-16846	60	7	to	to	PART
crl-16846	60	8	lead	lead	VERB
crl-16846	60	9	support	support	NOUN
crl-16846	60	10	for	for	ADP
crl-16846	60	11	many	many	ADJ
crl-16846	60	12	aspects	aspect	NOUN
crl-16846	60	13	of	of	ADP
crl-16846	60	14	reproducible	reproducible	ADJ
crl-16846	60	15	research	research	NOUN
crl-16846	60	16	.	.	PUNCT
crl-16846	61	1	the	the	DET
crl-16846	61	2	role	role	NOUN
crl-16846	61	3	that	that	PRON
crl-16846	61	4	academic	academic	ADJ
crl-16846	61	5	librarians	librarian	NOUN
crl-16846	61	6	can	can	AUX
crl-16846	61	7	play	play	VERB
crl-16846	61	8	in	in	ADP
crl-16846	61	9	supporting	support	VERB
crl-16846	61	10	reproducibility	reproducibility	NOUN
crl-16846	61	11	is	be	AUX
crl-16846	61	12	beginning	begin	VERB
crl-16846	61	13	to	to	PART
crl-16846	61	14	be	be	AUX
crl-16846	61	15	recognized	recognize	VERB
crl-16846	61	16	.	.	PUNCT
crl-16846	62	1	stodden	stodden	VERB
crl-16846	62	2	et	et	PROPN
crl-16846	63	1	al	al	PROPN
crl-16846	63	2	.	.	PROPN
crl-16846	63	3	highlighted	highlight	VERB
crl-16846	63	4	the	the	DET
crl-16846	63	5	role	role	NOUN
crl-16846	63	6	libraries	library	NOUN
crl-16846	63	7	could	could	AUX
crl-16846	63	8	play	play	VERB
crl-16846	63	9	in	in	ADP
crl-16846	63	10	“	"	PUNCT
crl-16846	63	11	supporting	support	VERB
crl-16846	63	12	a	a	DET
crl-16846	63	13	culture	culture	NOUN
crl-16846	63	14	change	change	NOUN
crl-16846	63	15	toward	toward	ADP
crl-16846	63	16	reproducible	reproducible	ADJ
crl-16846	63	17	research	research	NOUN
crl-16846	63	18	,	,	PUNCT
crl-16846	63	19	”	"	PUNCT
crl-16846	63	20	including	include	VERB
crl-16846	63	21	assistance	assistance	NOUN
crl-16846	63	22	with	with	ADP
crl-16846	63	23	data	data	NOUN
crl-16846	63	24	management	management	NOUN
crl-16846	63	25	plans	plan	NOUN
crl-16846	63	26	and	and	CCONJ
crl-16846	63	27	archiving.38	archiving.38	NOUN
crl-16846	63	28	in	in	ADP
crl-16846	63	29	the	the	DET
crl-16846	63	30	same	same	ADJ
crl-16846	63	31	article	article	NOUN
crl-16846	63	32	,	,	PUNCT
crl-16846	63	33	stodden	stodden	VERB
crl-16846	63	34	et	et	PROPN
crl-16846	63	35	al	al	PROPN
crl-16846	63	36	.	.	PROPN
crl-16846	63	37	wrote	write	VERB
crl-16846	63	38	that	that	SCONJ
crl-16846	63	39	“	"	PUNCT
crl-16846	63	40	co6	co6	PROPN
crl-16846	63	41	 	 	SPACE
crl-16846	63	42	college	college	PROPN
crl-16846	63	43	&	&	CCONJ
crl-16846	63	44	research	research	PROPN
crl-16846	63	45	libraries	librarie	VERB
crl-16846	63	46	january	january	PROPN
crl-16846	63	47	2018	2018	NUM
crl-16846	63	48	ordination	ordination	NOUN
crl-16846	63	49	between	between	ADP
crl-16846	63	50	departments	department	NOUN
crl-16846	63	51	and	and	CCONJ
crl-16846	63	52	the	the	DET
crl-16846	63	53	institute	institute	PROPN
crl-16846	63	54	’s	’s	PART
crl-16846	63	55	library	library	NOUN
crl-16846	63	56	system	system	NOUN
crl-16846	63	57	could	could	AUX
crl-16846	63	58	help	help	VERB
crl-16846	63	59	provide	provide	VERB
crl-16846	63	60	the	the	DET
crl-16846	63	61	support	support	NOUN
crl-16846	63	62	and	and	CCONJ
crl-16846	63	63	resources	resource	NOUN
crl-16846	63	64	necessary	necessary	ADJ
crl-16846	63	65	to	to	PART
crl-16846	63	66	manage	manage	VERB
crl-16846	63	67	and	and	CCONJ
crl-16846	63	68	maintain	maintain	VERB
crl-16846	63	69	digital	digital	ADJ
crl-16846	63	70	scholarly	scholarly	ADJ
crl-16846	63	71	output	output	NOUN
crl-16846	63	72	,	,	PUNCT
crl-16846	63	73	including	include	VERB
crl-16846	63	74	datasets	dataset	NOUN
crl-16846	63	75	and	and	CCONJ
crl-16846	63	76	code	code	NOUN
crl-16846	63	77	.	.	PUNCT
crl-16846	64	1	”39	”39	PUNCT
crl-16846	65	1	in	in	ADP
crl-16846	65	2	a	a	DET
crl-16846	65	3	report	report	NOUN
crl-16846	65	4	to	to	ADP
crl-16846	65	5	the	the	DET
crl-16846	65	6	director	director	NOUN
crl-16846	65	7	of	of	ADP
crl-16846	65	8	nih	nih	PROPN
crl-16846	65	9	about	about	ADP
crl-16846	65	10	the	the	DET
crl-16846	65	11	future	future	NOUN
crl-16846	65	12	of	of	ADP
crl-16846	65	13	the	the	DET
crl-16846	65	14	national	national	ADJ
crl-16846	65	15	library	library	NOUN
crl-16846	65	16	of	of	ADP
crl-16846	65	17	medicine	medicine	NOUN
crl-16846	65	18	(	(	PUNCT
crl-16846	65	19	nlm	nlm	PROPN
crl-16846	65	20	)	)	PUNCT
crl-16846	65	21	,	,	PUNCT
crl-16846	65	22	the	the	DET
crl-16846	65	23	advisory	advisory	ADJ
crl-16846	65	24	committee	committee	NOUN
crl-16846	65	25	recommended	recommend	VERB
crl-16846	65	26	that	that	SCONJ
crl-16846	65	27	nlm	nlm	PROPN
crl-16846	65	28	“	"	PUNCT
crl-16846	65	29	lead	lead	VERB
crl-16846	65	30	efforts	effort	NOUN
crl-16846	65	31	to	to	PART
crl-16846	65	32	support	support	VERB
crl-16846	65	33	and	and	CCONJ
crl-16846	65	34	catalyze	catalyze	VERB
crl-16846	65	35	open	open	ADJ
crl-16846	65	36	science	science	NOUN
crl-16846	65	37	,	,	PUNCT
crl-16846	65	38	data	datum	NOUN
crl-16846	65	39	sharing	sharing	NOUN
crl-16846	65	40	,	,	PUNCT
crl-16846	65	41	and	and	CCONJ
crl-16846	65	42	research	research	NOUN
crl-16846	65	43	reproducibility	reproducibility	NOUN
crl-16846	65	44	,	,	PUNCT
crl-16846	65	45	striving	strive	VERB
crl-16846	65	46	to	to	PART
crl-16846	65	47	promote	promote	VERB
crl-16846	65	48	the	the	DET
crl-16846	65	49	concept	concept	NOUN
crl-16846	65	50	that	that	SCONJ
crl-16846	65	51	biomedical	biomedical	ADJ
crl-16846	65	52	information	information	NOUN
crl-16846	65	53	and	and	CCONJ
crl-16846	65	54	its	its	PRON
crl-16846	65	55	transparent	transparent	ADJ
crl-16846	65	56	analysis	analysis	NOUN
crl-16846	65	57	are	be	AUX
crl-16846	65	58	public	public	ADJ
crl-16846	65	59	goods	good	NOUN
crl-16846	65	60	.	.	PUNCT
crl-16846	66	1	”40	”40	PROPN
crl-16846	66	2	the	the	DET
crl-16846	66	3	journal	journal	PROPN
crl-16846	66	4	of	of	ADP
crl-16846	66	5	visualized	visualized	ADJ
crl-16846	66	6	experiments	experiment	NOUN
crl-16846	66	7	(	(	PUNCT
crl-16846	66	8	jove	jove	NOUN
crl-16846	66	9	)	)	PUNCT
crl-16846	66	10	has	have	AUX
crl-16846	66	11	recently	recently	ADV
crl-16846	66	12	started	start	VERB
crl-16846	66	13	giving	give	VERB
crl-16846	66	14	librarians	librarians	PROPN
crl-16846	66	15	travel	travel	NOUN
crl-16846	66	16	awards	award	NOUN
crl-16846	66	17	and	and	CCONJ
crl-16846	66	18	highlighting	highlight	VERB
crl-16846	66	19	the	the	DET
crl-16846	66	20	work	work	NOUN
crl-16846	66	21	they	they	PRON
crl-16846	66	22	are	be	AUX
crl-16846	66	23	doing	do	VERB
crl-16846	66	24	to	to	PART
crl-16846	66	25	support	support	VERB
crl-16846	66	26	reproducibility.41	reproducibility.41	NOUN
crl-16846	66	27	some	some	DET
crl-16846	66	28	academic	academic	ADJ
crl-16846	66	29	libraries	library	NOUN
crl-16846	66	30	have	have	AUX
crl-16846	66	31	begun	begin	VERB
crl-16846	66	32	hiring	hire	VERB
crl-16846	66	33	librarians	librarian	NOUN
crl-16846	66	34	specifically	specifically	ADV
crl-16846	66	35	to	to	PART
crl-16846	66	36	support	support	VERB
crl-16846	66	37	reproducibility	reproducibility	NOUN
crl-16846	66	38	.	.	PUNCT
crl-16846	67	1	new	new	PROPN
crl-16846	67	2	york	york	PROPN
crl-16846	67	3	university	university	PROPN
crl-16846	67	4	’s	’s	PART
crl-16846	67	5	division	division	NOUN
crl-16846	67	6	of	of	ADP
crl-16846	67	7	librarians	librarian	NOUN
crl-16846	67	8	and	and	CCONJ
crl-16846	67	9	the	the	DET
crl-16846	67	10	center	center	NOUN
crl-16846	67	11	for	for	ADP
crl-16846	67	12	data	datum	NOUN
crl-16846	67	13	sciences	science	NOUN
crl-16846	67	14	hired	hire	VERB
crl-16846	67	15	a	a	DET
crl-16846	67	16	dual	dual	ADJ
crl-16846	67	17	appointment	appointment	NOUN
crl-16846	67	18	librarian	librarian	NOUN
crl-16846	67	19	for	for	ADP
crl-16846	67	20	research	research	NOUN
crl-16846	67	21	data	datum	NOUN
crl-16846	67	22	management	management	NOUN
crl-16846	67	23	and	and	CCONJ
crl-16846	67	24	reproducibility.42	reproducibility.42	VERB
crl-16846	67	25	the	the	DET
crl-16846	67	26	university	university	PROPN
crl-16846	67	27	of	of	ADP
crl-16846	67	28	utah	utah	PROPN
crl-16846	67	29	’s	’s	PART
crl-16846	67	30	spencer	spencer	PROPN
crl-16846	67	31	s.	s.	PROPN
crl-16846	67	32	eccles	eccles	PROPN
crl-16846	67	33	health	health	PROPN
crl-16846	67	34	sciences	sciences	PROPN
crl-16846	67	35	library	library	PROPN
crl-16846	67	36	(	(	PUNCT
crl-16846	67	37	ehsl	ehsl	PROPN
crl-16846	67	38	)	)	PUNCT
crl-16846	67	39	has	have	AUX
crl-16846	67	40	posted	post	VERB
crl-16846	67	41	a	a	DET
crl-16846	67	42	job	job	NOUN
crl-16846	67	43	opening	opening	NOUN
crl-16846	67	44	for	for	ADP
crl-16846	67	45	a	a	DET
crl-16846	67	46	faculty	faculty	NOUN
crl-16846	67	47	librarian	librarian	NOUN
crl-16846	67	48	with	with	ADP
crl-16846	67	49	reproducibility	reproducibility	NOUN
crl-16846	67	50	job	job	NOUN
crl-16846	67	51	components	component	NOUN
crl-16846	67	52	including	include	VERB
crl-16846	67	53	outreach	outreach	NOUN
crl-16846	67	54	and	and	CCONJ
crl-16846	67	55	education	education	NOUN
crl-16846	67	56	.	.	PUNCT
crl-16846	68	1	eligible	eligible	ADJ
crl-16846	68	2	candidates	candidate	NOUN
crl-16846	68	3	are	be	AUX
crl-16846	68	4	required	require	VERB
crl-16846	68	5	to	to	PART
crl-16846	68	6	demonstrate	demonstrate	VERB
crl-16846	68	7	knowledge	knowledge	NOUN
crl-16846	68	8	of	of	ADP
crl-16846	68	9	“	"	PUNCT
crl-16846	68	10	research	research	NOUN
crl-16846	68	11	integrity	integrity	NOUN
crl-16846	68	12	,	,	PUNCT
crl-16846	68	13	research	research	NOUN
crl-16846	68	14	reproducibility	reproducibility	NOUN
crl-16846	68	15	,	,	PUNCT
crl-16846	68	16	and	and	CCONJ
crl-16846	68	17	open	open	ADJ
crl-16846	68	18	science	science	NOUN
crl-16846	68	19	”	"	PUNCT
crl-16846	68	20	while	while	SCONJ
crl-16846	68	21	also	also	ADV
crl-16846	68	22	developing	develop	VERB
crl-16846	68	23	and	and	CCONJ
crl-16846	68	24	teaching	teach	VERB
crl-16846	68	25	workshops	workshop	NOUN
crl-16846	68	26	on	on	ADP
crl-16846	68	27	various	various	ADJ
crl-16846	68	28	tools	tool	NOUN
crl-16846	68	29	like	like	ADP
crl-16846	68	30	open	open	ADJ
crl-16846	68	31	science	science	NOUN
crl-16846	68	32	framework	framework	NOUN
crl-16846	68	33	,	,	PUNCT
crl-16846	68	34	and	and	CCONJ
crl-16846	68	35	specialized	specialized	ADJ
crl-16846	68	36	software	software	NOUN
crl-16846	68	37	like	like	ADP
crl-16846	68	38	r.43	r.43	ADP
crl-16846	68	39	other	other	ADJ
crl-16846	68	40	institutions	institution	NOUN
crl-16846	68	41	have	have	AUX
crl-16846	68	42	started	start	VERB
crl-16846	68	43	adding	add	VERB
crl-16846	68	44	reproducibility	reproducibility	NOUN
crl-16846	68	45	to	to	ADP
crl-16846	68	46	job	job	NOUN
crl-16846	68	47	descriptions	description	NOUN
crl-16846	68	48	along	along	ADP
crl-16846	68	49	with	with	ADP
crl-16846	68	50	research	research	NOUN
crl-16846	68	51	services	service	NOUN
crl-16846	68	52	and	and	CCONJ
crl-16846	68	53	data	datum	NOUN
crl-16846	68	54	management	management	NOUN
crl-16846	68	55	.	.	PUNCT
crl-16846	69	1	libraries	library	NOUN
crl-16846	69	2	have	have	AUX
crl-16846	69	3	also	also	ADV
crl-16846	69	4	begun	begin	VERB
crl-16846	69	5	hosting	host	VERB
crl-16846	69	6	events	event	NOUN
crl-16846	69	7	and	and	CCONJ
crl-16846	69	8	partnering	partner	VERB
crl-16846	69	9	with	with	ADP
crl-16846	69	10	others	other	NOUN
crl-16846	69	11	to	to	PART
crl-16846	69	12	address	address	VERB
crl-16846	69	13	reproducibility	reproducibility	NOUN
crl-16846	69	14	.	.	PUNCT
crl-16846	70	1	nyu	nyu	PROPN
crl-16846	70	2	,	,	PUNCT
crl-16846	70	3	ehsl	ehsl	PROPN
crl-16846	70	4	,	,	PUNCT
crl-16846	70	5	and	and	CCONJ
crl-16846	70	6	the	the	DET
crl-16846	70	7	medical	medical	ADJ
crl-16846	70	8	library	library	PROPN
crl-16846	70	9	association	association	PROPN
crl-16846	70	10	have	have	AUX
crl-16846	70	11	hosted	host	VERB
crl-16846	70	12	reproducibility	reproducibility	NOUN
crl-16846	70	13	symposiums.44	symposiums.44	NOUN
crl-16846	70	14	the	the	DET
crl-16846	70	15	nyu	nyu	PROPN
crl-16846	70	16	reproducibility	reproducibility	NOUN
crl-16846	70	17	symposium	symposium	NOUN
crl-16846	70	18	included	include	VERB
crl-16846	70	19	faculty	faculty	NOUN
crl-16846	70	20	,	,	PUNCT
crl-16846	70	21	doctoral	doctoral	ADJ
crl-16846	70	22	candidates	candidate	NOUN
crl-16846	70	23	,	,	PUNCT
crl-16846	70	24	and	and	CCONJ
crl-16846	70	25	others	other	NOUN
crl-16846	70	26	with	with	ADP
crl-16846	70	27	the	the	DET
crl-16846	70	28	largest	large	ADJ
crl-16846	70	29	disciplinary	disciplinary	ADJ
crl-16846	70	30	representation	representation	NOUN
crl-16846	70	31	from	from	ADP
crl-16846	70	32	psychology	psychology	NOUN
crl-16846	70	33	and	and	CCONJ
crl-16846	70	34	data	datum	NOUN
crl-16846	70	35	sciences.45	sciences.45	VERB
crl-16846	70	36	the	the	DET
crl-16846	70	37	university	university	PROPN
crl-16846	70	38	of	of	ADP
crl-16846	70	39	utah	utah	PROPN
crl-16846	70	40	ehsl	ehsl	PROPN
crl-16846	70	41	hosted	host	VERB
crl-16846	70	42	a	a	DET
crl-16846	70	43	two	two	NUM
crl-16846	70	44	-	-	PUNCT
crl-16846	70	45	day	day	NOUN
crl-16846	70	46	conference	conference	NOUN
crl-16846	70	47	in	in	ADP
crl-16846	70	48	2016	2016	NUM
crl-16846	70	49	that	that	PRON
crl-16846	70	50	was	be	AUX
crl-16846	70	51	nationally	nationally	ADV
crl-16846	70	52	and	and	CCONJ
crl-16846	70	53	internationally	internationally	ADV
crl-16846	70	54	attended	attend	VERB
crl-16846	70	55	and	and	CCONJ
crl-16846	70	56	positioned	position	VERB
crl-16846	70	57	the	the	DET
crl-16846	70	58	libraries	library	NOUN
crl-16846	70	59	to	to	PART
crl-16846	70	60	lead	lead	VERB
crl-16846	70	61	change	change	NOUN
crl-16846	70	62	at	at	ADP
crl-16846	70	63	that	that	DET
crl-16846	70	64	institution.46	institution.46	NOUN
crl-16846	70	65	the	the	DET
crl-16846	70	66	university	university	PROPN
crl-16846	70	67	of	of	ADP
crl-16846	70	68	minnesota	minnesota	PROPN
crl-16846	70	69	has	have	AUX
crl-16846	70	70	been	be	AUX
crl-16846	70	71	building	build	VERB
crl-16846	70	72	capacity	capacity	NOUN
crl-16846	70	73	to	to	PART
crl-16846	70	74	support	support	VERB
crl-16846	70	75	reproducibility	reproducibility	NOUN
crl-16846	70	76	.	.	PUNCT
crl-16846	71	1	in	in	ADP
crl-16846	71	2	2016	2016	NUM
crl-16846	71	3	,	,	PUNCT
crl-16846	71	4	the	the	DET
crl-16846	71	5	university	university	PROPN
crl-16846	71	6	of	of	ADP
crl-16846	71	7	minnesota	minnesota	PROPN
crl-16846	71	8	libraries	library	NOUN
crl-16846	71	9	cohosted	cohoste	VERB
crl-16846	71	10	a	a	DET
crl-16846	71	11	lecture	lecture	NOUN
crl-16846	71	12	by	by	ADP
crl-16846	71	13	brian	brian	PROPN
crl-16846	71	14	nosek	nosek	PROPN
crl-16846	71	15	,	,	PUNCT
crl-16846	71	16	cofounder	cofounder	NOUN
crl-16846	71	17	of	of	ADP
crl-16846	71	18	the	the	DET
crl-16846	71	19	center	center	NOUN
crl-16846	71	20	for	for	ADP
crl-16846	71	21	open	open	ADJ
crl-16846	71	22	science	science	NOUN
crl-16846	71	23	.	.	PUNCT
crl-16846	72	1	following	follow	VERB
crl-16846	72	2	this	this	DET
crl-16846	72	3	talk	talk	NOUN
crl-16846	72	4	,	,	PUNCT
crl-16846	72	5	we	we	PRON
crl-16846	72	6	cohosted	cohoste	VERB
crl-16846	72	7	a	a	DET
crl-16846	72	8	reproducibility	reproducibility	NOUN
crl-16846	72	9	in	in	ADP
crl-16846	72	10	research	research	NOUN
crl-16846	72	11	event	event	NOUN
crl-16846	72	12	that	that	PRON
crl-16846	72	13	featured	feature	VERB
crl-16846	72	14	lightning	lightning	NOUN
crl-16846	72	15	talks	talk	NOUN
crl-16846	72	16	on	on	ADP
crl-16846	72	17	various	various	ADJ
crl-16846	72	18	topics	topic	NOUN
crl-16846	72	19	related	relate	VERB
crl-16846	72	20	to	to	ADP
crl-16846	72	21	transparent	transparent	ADJ
crl-16846	72	22	,	,	PUNCT
crl-16846	72	23	open	open	ADJ
crl-16846	72	24	,	,	PUNCT
crl-16846	72	25	and	and	CCONJ
crl-16846	72	26	reproducible	reproducible	ADJ
crl-16846	72	27	research	research	NOUN
crl-16846	72	28	,	,	PUNCT
crl-16846	72	29	including	include	VERB
crl-16846	72	30	numerous	numerous	ADJ
crl-16846	72	31	speakers	speaker	NOUN
crl-16846	72	32	who	who	PRON
crl-16846	72	33	highlighted	highlight	VERB
crl-16846	72	34	library	library	NOUN
crl-16846	72	35	expertise	expertise	NOUN
crl-16846	72	36	and	and	CCONJ
crl-16846	72	37	services.47	services.47	NOUN
crl-16846	72	38	this	this	DET
crl-16846	72	39	internal	internal	ADJ
crl-16846	72	40	event	event	NOUN
crl-16846	72	41	served	serve	VERB
crl-16846	72	42	as	as	ADP
crl-16846	72	43	an	an	DET
crl-16846	72	44	opportunity	opportunity	NOUN
crl-16846	72	45	to	to	PART
crl-16846	72	46	showcase	showcase	VERB
crl-16846	72	47	how	how	SCONJ
crl-16846	72	48	library	library	NOUN
crl-16846	72	49	services	service	NOUN
crl-16846	72	50	connect	connect	VERB
crl-16846	72	51	to	to	ADP
crl-16846	72	52	reproducibility	reproducibility	NOUN
crl-16846	72	53	and	and	CCONJ
crl-16846	72	54	connect	connect	VERB
crl-16846	72	55	our	our	PRON
crl-16846	72	56	staff	staff	NOUN
crl-16846	72	57	with	with	ADP
crl-16846	72	58	staff	staff	NOUN
crl-16846	72	59	from	from	ADP
crl-16846	72	60	other	other	ADJ
crl-16846	72	61	research	research	NOUN
crl-16846	72	62	support	support	NOUN
crl-16846	72	63	units	unit	NOUN
crl-16846	72	64	.	.	PUNCT
crl-16846	73	1	following	follow	VERB
crl-16846	73	2	this	this	DET
crl-16846	73	3	event	event	NOUN
crl-16846	73	4	,	,	PUNCT
crl-16846	73	5	we	we	PRON
crl-16846	73	6	partnered	partner	VERB
crl-16846	73	7	with	with	ADP
crl-16846	73	8	other	other	ADJ
crl-16846	73	9	research	research	NOUN
crl-16846	73	10	support	support	NOUN
crl-16846	73	11	units	unit	NOUN
crl-16846	73	12	on	on	ADP
crl-16846	73	13	campus	campus	NOUN
crl-16846	73	14	to	to	PART
crl-16846	73	15	develop	develop	VERB
crl-16846	73	16	a	a	DET
crl-16846	73	17	web	web	NOUN
crl-16846	73	18	portal	portal	NOUN
crl-16846	73	19	(	(	PUNCT
crl-16846	73	20	https://www.lib.umn.edu/researchsupport/reproducibility	https://www.lib.umn.edu/researchsupport/reproducibility	NOUN
crl-16846	73	21	)	)	PUNCT
crl-16846	73	22	with	with	ADP
crl-16846	73	23	the	the	DET
crl-16846	73	24	goal	goal	NOUN
crl-16846	73	25	of	of	ADP
crl-16846	73	26	bringing	bring	VERB
crl-16846	73	27	together	together	ADV
crl-16846	73	28	campus	campus	NOUN
crl-16846	73	29	stakeholders	stakeholder	NOUN
crl-16846	73	30	to	to	PART
crl-16846	73	31	help	help	VERB
crl-16846	73	32	improve	improve	VERB
crl-16846	73	33	research	research	NOUN
crl-16846	73	34	practices.48	practices.48	NOUN
crl-16846	73	35	these	these	DET
crl-16846	73	36	activities	activity	NOUN
crl-16846	73	37	have	have	AUX
crl-16846	73	38	led	lead	VERB
crl-16846	73	39	to	to	ADP
crl-16846	73	40	numerous	numerous	ADJ
crl-16846	73	41	invitations	invitation	NOUN
crl-16846	73	42	to	to	PART
crl-16846	73	43	speak	speak	VERB
crl-16846	73	44	to	to	PART
crl-16846	73	45	research	research	VERB
crl-16846	73	46	groups	group	NOUN
crl-16846	73	47	about	about	ADP
crl-16846	73	48	reproducibility	reproducibility	NOUN
crl-16846	73	49	.	.	PUNCT
crl-16846	74	1	to	to	PART
crl-16846	74	2	support	support	VERB
crl-16846	74	3	reproducibility	reproducibility	NOUN
crl-16846	74	4	,	,	PUNCT
crl-16846	74	5	librarians	librarians	PROPN
crl-16846	74	6	will	will	AUX
crl-16846	74	7	have	have	VERB
crl-16846	74	8	to	to	PART
crl-16846	74	9	develop	develop	VERB
crl-16846	74	10	expertise	expertise	NOUN
crl-16846	74	11	in	in	ADP
crl-16846	74	12	how	how	SCONJ
crl-16846	74	13	the	the	DET
crl-16846	74	14	disciplines	discipline	NOUN
crl-16846	74	15	they	they	PRON
crl-16846	74	16	support	support	VERB
crl-16846	74	17	define	define	NOUN
crl-16846	74	18	reproducibility	reproducibility	NOUN
crl-16846	74	19	,	,	PUNCT
crl-16846	74	20	the	the	DET
crl-16846	74	21	disciplinary	disciplinary	ADJ
crl-16846	74	22	norms	norm	NOUN
crl-16846	74	23	regarding	regard	VERB
crl-16846	74	24	transparency	transparency	NOUN
crl-16846	74	25	,	,	PUNCT
crl-16846	74	26	and	and	CCONJ
crl-16846	74	27	the	the	DET
crl-16846	74	28	methods	method	NOUN
crl-16846	74	29	used	use	VERB
crl-16846	74	30	in	in	ADP
crl-16846	74	31	these	these	DET
crl-16846	74	32	disciplines	discipline	NOUN
crl-16846	74	33	.	.	PUNCT
crl-16846	75	1	librarians	librarian	NOUN
crl-16846	75	2	will	will	AUX
crl-16846	75	3	also	also	ADV
crl-16846	75	4	need	need	VERB
crl-16846	75	5	to	to	PART
crl-16846	75	6	consider	consider	VERB
crl-16846	75	7	gaining	gain	VERB
crl-16846	75	8	the	the	DET
crl-16846	75	9	expertise	expertise	NOUN
crl-16846	75	10	needed	need	VERB
crl-16846	75	11	to	to	PART
crl-16846	75	12	support	support	VERB
crl-16846	75	13	computational	computational	ADJ
crl-16846	75	14	research	research	NOUN
crl-16846	75	15	and	and	CCONJ
crl-16846	75	16	workflow	workflow	NOUN
crl-16846	75	17	technology	technology	NOUN
crl-16846	75	18	(	(	PUNCT
crl-16846	75	19	such	such	ADJ
crl-16846	75	20	as	as	ADP
crl-16846	75	21	osf	osf	NOUN
crl-16846	75	22	,	,	PUNCT
crl-16846	75	23	r	r	NOUN
crl-16846	75	24	,	,	PUNCT
crl-16846	75	25	python	python	NOUN
crl-16846	75	26	)	)	PUNCT
crl-16846	75	27	.	.	PUNCT
crl-16846	76	1	finally	finally	ADV
crl-16846	76	2	,	,	PUNCT
crl-16846	76	3	academic	academic	ADJ
crl-16846	76	4	libraries	library	NOUN
crl-16846	76	5	will	will	AUX
crl-16846	76	6	need	need	VERB
crl-16846	76	7	to	to	PART
crl-16846	76	8	reframe	reframe	VERB
crl-16846	76	9	existing	exist	VERB
crl-16846	76	10	services	service	NOUN
crl-16846	76	11	and	and	CCONJ
crl-16846	76	12	expertise	expertise	NOUN
crl-16846	76	13	as	as	ADP
crl-16846	76	14	impacting	impact	VERB
crl-16846	76	15	reproducibility	reproducibility	NOUN
crl-16846	76	16	and	and	CCONJ
crl-16846	76	17	strongly	strongly	ADV
crl-16846	76	18	advocate	advocate	VERB
crl-16846	76	19	for	for	ADP
crl-16846	76	20	our	our	PRON
crl-16846	76	21	role	role	NOUN
crl-16846	76	22	in	in	ADP
crl-16846	76	23	addressing	address	VERB
crl-16846	76	24	these	these	DET
crl-16846	76	25	issues	issue	NOUN
crl-16846	76	26	.	.	PUNCT
crl-16846	77	1	what	what	PRON
crl-16846	77	2	we	we	PRON
crl-16846	77	3	can	can	AUX
crl-16846	77	4	do	do	AUX
crl-16846	77	5	individually	individually	ADV
crl-16846	77	6	and	and	CCONJ
crl-16846	77	7	collectively	collectively	ADV
crl-16846	77	8	to	to	PART
crl-16846	77	9	support	support	VERB
crl-16846	77	10	reproducibility	reproducibility	NOUN
crl-16846	77	11	will	will	AUX
crl-16846	77	12	depend	depend	VERB
crl-16846	77	13	on	on	ADP
crl-16846	77	14	many	many	ADJ
crl-16846	77	15	factors	factor	NOUN
crl-16846	77	16	,	,	PUNCT
crl-16846	77	17	including	include	VERB
crl-16846	77	18	professional	professional	ADJ
crl-16846	77	19	development	development	NOUN
crl-16846	77	20	.	.	PUNCT
crl-16846	78	1	future	future	ADJ
crl-16846	78	2	iterations	iteration	NOUN
crl-16846	78	3	of	of	ADP
crl-16846	78	4	reproducibility	reproducibility	NOUN
crl-16846	78	5	symposiums	symposium	NOUN
crl-16846	78	6	such	such	ADJ
crl-16846	78	7	as	as	ADP
crl-16846	78	8	those	those	PRON
crl-16846	78	9	offered	offer	VERB
crl-16846	78	10	by	by	ADP
crl-16846	78	11	mla	mla	NOUN
crl-16846	78	12	2017	2017	NUM
crl-16846	78	13	annual	annual	ADJ
crl-16846	78	14	conference	conference	NOUN
crl-16846	78	15	and	and	CCONJ
crl-16846	78	16	at	at	ADP
crl-16846	78	17	the	the	DET
crl-16846	78	18	university	university	PROPN
crl-16846	78	19	of	of	ADP
crl-16846	78	20	utah	utah	PROPN
crl-16846	78	21	may	may	AUX
crl-16846	78	22	be	be	AUX
crl-16846	78	23	an	an	DET
crl-16846	78	24	option	option	NOUN
crl-16846	78	25	for	for	ADP
crl-16846	78	26	professional	professional	ADJ
crl-16846	78	27	development	development	NOUN
crl-16846	78	28	.	.	PUNCT
crl-16846	79	1	librarians	librarian	NOUN
crl-16846	79	2	could	could	AUX
crl-16846	79	3	also	also	ADV
crl-16846	79	4	attend	attend	VERB
crl-16846	79	5	disciplinary	disciplinary	ADJ
crl-16846	79	6	conferences	conference	NOUN
crl-16846	79	7	and	and	CCONJ
crl-16846	79	8	symposiums	symposium	NOUN
crl-16846	79	9	about	about	ADP
crl-16846	79	10	reproducibility	reproducibility	NOUN
crl-16846	79	11	.	.	PUNCT
crl-16846	80	1	for	for	ADP
crl-16846	80	2	librarians	librarian	NOUN
crl-16846	80	3	in	in	ADP
crl-16846	80	4	the	the	DET
crl-16846	80	5	social	social	ADJ
crl-16846	80	6	sciences	sciences	PROPN
crl-16846	80	7	,	,	PUNCT
crl-16846	80	8	research	research	NOUN
crl-16846	80	9	transparency	transparency	NOUN
crl-16846	80	10	and	and	CCONJ
crl-16846	80	11	reproducibility	reproducibility	NOUN
crl-16846	80	12	trainings	training	NOUN
crl-16846	80	13	are	be	AUX
crl-16846	80	14	https://www.lib.umn.edu/researchsupport/reproducibility	https://www.lib.umn.edu/researchsupport/reproducibility	NOUN
crl-16846	80	15	editorial	editorial	NOUN
crl-16846	80	16	 	 	SPACE
crl-16846	80	17	7	7	NUM
crl-16846	80	18	hosted	host	VERB
crl-16846	80	19	by	by	ADP
crl-16846	80	20	the	the	DET
crl-16846	80	21	berkeley	berkeley	PROPN
crl-16846	80	22	initiative	initiative	NOUN
crl-16846	80	23	for	for	ADP
crl-16846	80	24	transparency	transparency	NOUN
crl-16846	80	25	in	in	ADP
crl-16846	80	26	the	the	DET
crl-16846	80	27	social	social	ADJ
crl-16846	80	28	sciences.49	sciences.49	PROPN
crl-16846	80	29	one	one	NUM
crl-16846	80	30	iteration	iteration	NOUN
crl-16846	80	31	in	in	ADP
crl-16846	80	32	june	june	PROPN
crl-16846	80	33	2017	2017	NUM
crl-16846	80	34	at	at	ADP
crl-16846	80	35	university	university	PROPN
crl-16846	80	36	of	of	ADP
crl-16846	80	37	california	california	PROPN
crl-16846	80	38	,	,	PUNCT
crl-16846	80	39	berkeley	berkeley	PROPN
crl-16846	80	40	included	include	VERB
crl-16846	80	41	academic	academic	ADJ
crl-16846	80	42	librarians	librarian	NOUN
crl-16846	80	43	in	in	ADP
crl-16846	80	44	attendance	attendance	NOUN
crl-16846	80	45	.	.	PUNCT
crl-16846	81	1	we	we	PRON
crl-16846	81	2	believe	believe	VERB
crl-16846	81	3	that	that	SCONJ
crl-16846	81	4	academic	academic	ADJ
crl-16846	81	5	institutions	institution	NOUN
crl-16846	81	6	have	have	VERB
crl-16846	81	7	a	a	DET
crl-16846	81	8	clear	clear	ADJ
crl-16846	81	9	responsibility	responsibility	NOUN
crl-16846	81	10	to	to	PART
crl-16846	81	11	address	address	VERB
crl-16846	81	12	issues	issue	NOUN
crl-16846	81	13	with	with	ADP
crl-16846	81	14	research	research	NOUN
crl-16846	81	15	reproducibility	reproducibility	NOUN
crl-16846	81	16	and	and	CCONJ
crl-16846	81	17	that	that	SCONJ
crl-16846	81	18	academic	academic	ADJ
crl-16846	81	19	libraries	library	NOUN
crl-16846	81	20	are	be	AUX
crl-16846	81	21	positioned	position	VERB
crl-16846	81	22	to	to	PART
crl-16846	81	23	be	be	AUX
crl-16846	81	24	natural	natural	ADJ
crl-16846	81	25	leaders	leader	NOUN
crl-16846	81	26	on	on	ADP
crl-16846	81	27	these	these	DET
crl-16846	81	28	issues	issue	NOUN
crl-16846	81	29	.	.	PUNCT
crl-16846	82	1	many	many	ADJ
crl-16846	82	2	of	of	ADP
crl-16846	82	3	the	the	DET
crl-16846	82	4	measures	measure	NOUN
crl-16846	82	5	recommended	recommend	VERB
crl-16846	82	6	to	to	PART
crl-16846	82	7	improve	improve	VERB
crl-16846	82	8	reproducibility	reproducibility	NOUN
crl-16846	82	9	represent	represent	VERB
crl-16846	82	10	core	core	NOUN
crl-16846	82	11	areas	area	NOUN
crl-16846	82	12	of	of	ADP
crl-16846	82	13	academic	academic	ADJ
crl-16846	82	14	librarianship	librarianship	NOUN
crl-16846	82	15	,	,	PUNCT
crl-16846	82	16	including	include	VERB
crl-16846	82	17	data	data	NOUN
crl-16846	82	18	management	management	NOUN
crl-16846	82	19	,	,	PUNCT
crl-16846	82	20	scholarly	scholarly	ADJ
crl-16846	82	21	communication	communication	NOUN
crl-16846	82	22	,	,	PUNCT
crl-16846	82	23	and	and	CCONJ
crl-16846	82	24	support	support	NOUN
crl-16846	82	25	for	for	ADP
crl-16846	82	26	data	datum	NOUN
crl-16846	82	27	and	and	CCONJ
crl-16846	82	28	computationally	computationally	ADV
crl-16846	82	29	intensive	intensive	ADJ
crl-16846	82	30	research	research	NOUN
crl-16846	82	31	.	.	PUNCT
crl-16846	83	1	by	by	ADP
crl-16846	83	2	increasing	increase	VERB
crl-16846	83	3	our	our	PRON
crl-16846	83	4	knowledge	knowledge	NOUN
crl-16846	83	5	of	of	ADP
crl-16846	83	6	disciplinary	disciplinary	ADJ
crl-16846	83	7	,	,	PUNCT
crl-16846	83	8	journal	journal	NOUN
crl-16846	83	9	,	,	PUNCT
crl-16846	83	10	funder	funder	VERB
crl-16846	83	11	,	,	PUNCT
crl-16846	83	12	and	and	CCONJ
crl-16846	83	13	society	society	NOUN
crl-16846	83	14	perspectives	perspective	NOUN
crl-16846	83	15	on	on	ADP
crl-16846	83	16	reproducibility	reproducibility	NOUN
crl-16846	83	17	,	,	PUNCT
crl-16846	83	18	and	and	CCONJ
crl-16846	83	19	reframing	reframe	VERB
crl-16846	83	20	existing	exist	VERB
crl-16846	83	21	librarian	librarian	ADJ
crl-16846	83	22	expertise	expertise	NOUN
crl-16846	83	23	and	and	CCONJ
crl-16846	83	24	services	service	NOUN
crl-16846	83	25	,	,	PUNCT
crl-16846	83	26	academic	academic	ADJ
crl-16846	83	27	librarians	librarian	NOUN
crl-16846	83	28	will	will	AUX
crl-16846	83	29	be	be	AUX
crl-16846	83	30	well	well	ADV
crl-16846	83	31	positioned	position	VERB
crl-16846	83	32	to	to	PART
crl-16846	83	33	support	support	VERB
crl-16846	83	34	reproducible	reproducible	ADJ
crl-16846	83	35	research	research	NOUN
crl-16846	83	36	.	.	PUNCT
crl-16846	84	1	acknowledgements	acknowledgement	NOUN
crl-16846	84	2	the	the	DET
crl-16846	84	3	authors	author	NOUN
crl-16846	84	4	acknowledge	acknowledge	VERB
crl-16846	84	5	helpful	helpful	ADJ
crl-16846	84	6	and	and	CCONJ
crl-16846	84	7	insightful	insightful	ADJ
crl-16846	84	8	feedback	feedback	NOUN
crl-16846	84	9	from	from	ADP
crl-16846	84	10	colleagues	colleague	NOUN
crl-16846	84	11	including	include	VERB
crl-16846	84	12	lisa	lisa	PROPN
crl-16846	84	13	federer	federer	PROPN
crl-16846	84	14	,	,	PUNCT
crl-16846	84	15	melissa	melissa	PROPN
crl-16846	84	16	rethlefsen	rethlefsen	PROPN
crl-16846	84	17	,	,	PUNCT
crl-16846	84	18	and	and	CCONJ
crl-16846	84	19	jeffrey	jeffrey	PROPN
crl-16846	84	20	spies	spy	NOUN
crl-16846	84	21	.	.	PUNCT
crl-16846	85	1	franklin	franklin	PROPN
crl-16846	85	2	sayre	sayre	PROPN
crl-16846	85	3	pharmacy	pharmacy	PROPN
crl-16846	85	4	librarian	librarian	PROPN
crl-16846	85	5	at	at	ADP
crl-16846	85	6	university	university	PROPN
crl-16846	85	7	of	of	ADP
crl-16846	85	8	minnesota	minnesota	PROPN
crl-16846	85	9	amy	amy	PROPN
crl-16846	85	10	riegelman	riegelman	PROPN
crl-16846	85	11	social	social	PROPN
crl-16846	85	12	sciences	sciences	PROPN
crl-16846	85	13	librarian	librarian	NOUN
crl-16846	85	14	at	at	ADP
crl-16846	85	15	the	the	DET
crl-16846	85	16	university	university	PROPN
crl-16846	85	17	of	of	ADP
crl-16846	85	18	minnesota	minnesota	PROPN
crl-16846	85	19	notes	notes	PROPN
crl-16846	85	20	1	1	NUM
crl-16846	85	21	.	.	PUNCT
crl-16846	85	22	open	open	ADJ
crl-16846	85	23	science	science	NOUN
crl-16846	85	24	collaboration	collaboration	NOUN
crl-16846	85	25	,	,	PUNCT
crl-16846	85	26	“	"	PUNCT
crl-16846	85	27	estimating	estimate	VERB
crl-16846	85	28	the	the	DET
crl-16846	85	29	reproducibility	reproducibility	NOUN
crl-16846	85	30	of	of	ADP
crl-16846	85	31	psychological	psychological	ADJ
crl-16846	85	32	science	science	NOUN
crl-16846	85	33	,	,	PUNCT
crl-16846	85	34	”	"	PUNCT
crl-16846	85	35	science	science	NOUN
crl-16846	85	36	349	349	NUM
crl-16846	85	37	(	(	PUNCT
crl-16846	85	38	2015	2015	NUM
crl-16846	85	39	)	)	PUNCT
crl-16846	85	40	.	.	PUNCT
crl-16846	86	1	2	2	X
crl-16846	86	2	.	.	X
crl-16846	86	3	keith	keith	PROPN
crl-16846	86	4	a.	a.	PROPN
crl-16846	86	5	baggerly	baggerly	ADV
crl-16846	86	6	and	and	CCONJ
crl-16846	86	7	kevin	kevin	PROPN
crl-16846	86	8	r.	r.	PROPN
crl-16846	86	9	coombes	coombes	PROPN
crl-16846	86	10	,	,	PUNCT
crl-16846	86	11	“	"	PUNCT
crl-16846	86	12	deriving	derive	VERB
crl-16846	86	13	chemosensitivity	chemosensitivity	NOUN
crl-16846	86	14	from	from	ADP
crl-16846	86	15	cell	cell	NOUN
crl-16846	86	16	lines	line	NOUN
crl-16846	86	17	:	:	PUNCT
crl-16846	86	18	forensic	forensic	ADJ
crl-16846	86	19	bioinformatics	bioinformatic	NOUN
crl-16846	86	20	and	and	CCONJ
crl-16846	86	21	reproducible	reproducible	ADJ
crl-16846	86	22	research	research	NOUN
crl-16846	86	23	in	in	ADP
crl-16846	86	24	high	high	ADJ
crl-16846	86	25	-	-	PUNCT
crl-16846	86	26	throughput	throughput	NOUN
crl-16846	86	27	biology	biology	NOUN
crl-16846	86	28	,	,	PUNCT
crl-16846	86	29	”	"	PUNCT
crl-16846	86	30	annals	annal	NOUN
crl-16846	86	31	of	of	ADP
crl-16846	86	32	applied	apply	VERB
crl-16846	86	33	statistics	statistic	NOUN
crl-16846	86	34	3	3	NUM
crl-16846	86	35	(	(	PUNCT
crl-16846	86	36	2009	2009	NUM
crl-16846	86	37	)	)	PUNCT
crl-16846	86	38	.	.	PUNCT
crl-16846	87	1	3	3	X
crl-16846	87	2	.	.	X
crl-16846	87	3	john	john	PROPN
crl-16846	87	4	p.a	p.a	PROPN
crl-16846	87	5	.	.	PUNCT
crl-16846	88	1	ioannidis	ioannidis	PROPN
crl-16846	88	2	,	,	PUNCT
crl-16846	88	3	“	"	PUNCT
crl-16846	88	4	why	why	SCONJ
crl-16846	88	5	most	most	ADV
crl-16846	88	6	published	publish	VERB
crl-16846	88	7	research	research	NOUN
crl-16846	88	8	findings	finding	NOUN
crl-16846	88	9	are	be	AUX
crl-16846	88	10	false	false	ADJ
crl-16846	88	11	,	,	PUNCT
crl-16846	88	12	”	"	PUNCT
crl-16846	88	13	plos	plos	PROPN
crl-16846	88	14	medicine	medicine	PROPN
crl-16846	88	15	2	2	NUM
crl-16846	88	16	(	(	PUNCT
crl-16846	88	17	2005	2005	NUM
crl-16846	88	18	)	)	PUNCT
crl-16846	88	19	;	;	PUNCT
crl-16846	88	20	iain	iain	ADJ
crl-16846	88	21	chalmers	chalmer	NOUN
crl-16846	88	22	et	et	PROPN
crl-16846	88	23	al	al	PROPN
crl-16846	88	24	.	.	PROPN
crl-16846	88	25	,	,	PUNCT
crl-16846	88	26	“	"	PUNCT
crl-16846	88	27	how	how	SCONJ
crl-16846	88	28	to	to	PART
crl-16846	88	29	increase	increase	VERB
crl-16846	88	30	value	value	NOUN
crl-16846	88	31	and	and	CCONJ
crl-16846	88	32	reduce	reduce	VERB
crl-16846	88	33	waste	waste	NOUN
crl-16846	88	34	when	when	SCONJ
crl-16846	88	35	research	research	NOUN
crl-16846	88	36	priorities	priority	NOUN
crl-16846	88	37	are	be	AUX
crl-16846	88	38	set	set	VERB
crl-16846	88	39	,	,	PUNCT
crl-16846	88	40	”	"	PUNCT
crl-16846	88	41	lancet	lancet	PROPN
crl-16846	88	42	383	383	NUM
crl-16846	88	43	(	(	PUNCT
crl-16846	88	44	2014	2014	NUM
crl-16846	88	45	)	)	PUNCT
crl-16846	88	46	.	.	PUNCT
crl-16846	89	1	4	4	X
crl-16846	89	2	.	.	PROPN
crl-16846	89	3	rick	rick	PROPN
crl-16846	89	4	o.	o.	PROPN
crl-16846	89	5	gilmore	gilmore	PROPN
crl-16846	89	6	et	et	PROPN
crl-16846	90	1	al	al	PROPN
crl-16846	90	2	.	.	PROPN
crl-16846	90	3	,	,	PUNCT
crl-16846	90	4	“	"	PUNCT
crl-16846	90	5	progress	progress	NOUN
crl-16846	90	6	toward	toward	ADP
crl-16846	90	7	openness	openness	NOUN
crl-16846	90	8	,	,	PUNCT
crl-16846	90	9	transparency	transparency	NOUN
crl-16846	90	10	,	,	PUNCT
crl-16846	90	11	and	and	CCONJ
crl-16846	90	12	reproducibility	reproducibility	NOUN
crl-16846	90	13	in	in	ADP
crl-16846	90	14	cognitive	cognitive	ADJ
crl-16846	90	15	neuroscience	neuroscience	NOUN
crl-16846	90	16	,	,	PUNCT
crl-16846	90	17	”	"	PUNCT
crl-16846	90	18	annals	annal	NOUN
crl-16846	90	19	of	of	ADP
crl-16846	90	20	the	the	DET
crl-16846	90	21	new	new	PROPN
crl-16846	90	22	york	york	PROPN
crl-16846	90	23	academy	academy	PROPN
crl-16846	90	24	of	of	ADP
crl-16846	90	25	sciences	science	NOUN
crl-16846	90	26	1396	1396	NUM
crl-16846	90	27	(	(	PUNCT
crl-16846	90	28	2017	2017	NUM
crl-16846	90	29	)	)	PUNCT
crl-16846	90	30	.	.	PUNCT
crl-16846	91	1	5	5	X
crl-16846	91	2	.	.	PROPN
crl-16846	91	3	c.	c.	PROPN
crl-16846	91	4	glenn	glenn	PROPN
crl-16846	91	5	begley	begley	PROPN
crl-16846	91	6	and	and	CCONJ
crl-16846	91	7	lee	lee	PROPN
crl-16846	91	8	m.	m.	PROPN
crl-16846	91	9	ellis	ellis	PROPN
crl-16846	91	10	,	,	PUNCT
crl-16846	91	11	“	"	PUNCT
crl-16846	91	12	drug	drug	NOUN
crl-16846	91	13	development	development	NOUN
crl-16846	91	14	:	:	PUNCT
crl-16846	91	15	raise	raise	VERB
crl-16846	91	16	standards	standard	NOUN
crl-16846	91	17	for	for	ADP
crl-16846	91	18	preclinical	preclinical	ADJ
crl-16846	91	19	cancer	cancer	NOUN
crl-16846	91	20	research	research	NOUN
crl-16846	91	21	,	,	PUNCT
crl-16846	91	22	”	"	PUNCT
crl-16846	91	23	nature	nature	NOUN
crl-16846	91	24	483	483	NUM
crl-16846	91	25	(	(	PUNCT
crl-16846	91	26	2012	2012	NUM
crl-16846	91	27	)	)	PUNCT
crl-16846	91	28	.	.	PUNCT
crl-16846	92	1	6	6	X
crl-16846	92	2	.	.	X
crl-16846	92	3	bruce	bruce	PROPN
crl-16846	92	4	c.	c.	PROPN
crl-16846	92	5	gibb	gibb	PROPN
crl-16846	92	6	,	,	PUNCT
crl-16846	92	7	“	"	PUNCT
crl-16846	92	8	reproducibility	reproducibility	NOUN
crl-16846	92	9	,	,	PUNCT
crl-16846	92	10	”	"	PUNCT
crl-16846	92	11	nature	nature	NOUN
crl-16846	92	12	chemistry	chemistry	NOUN
crl-16846	92	13	6	6	NUM
crl-16846	92	14	(	(	PUNCT
crl-16846	92	15	2014	2014	NUM
crl-16846	92	16	)	)	PUNCT
crl-16846	92	17	.	.	PUNCT
crl-16846	93	1	7	7	X
crl-16846	93	2	.	.	X
crl-16846	93	3	rasmus	rasmus	VERB
crl-16846	93	4	e.	e.	PROPN
crl-16846	93	5	benestad	benestad	PROPN
crl-16846	93	6	et	et	PROPN
crl-16846	94	1	al	al	PROPN
crl-16846	94	2	.	.	PROPN
crl-16846	94	3	,	,	PUNCT
crl-16846	94	4	“	"	PUNCT
crl-16846	94	5	learning	learn	VERB
crl-16846	94	6	from	from	ADP
crl-16846	94	7	mistakes	mistake	NOUN
crl-16846	94	8	in	in	ADP
crl-16846	94	9	climate	climate	NOUN
crl-16846	94	10	research	research	NOUN
crl-16846	94	11	,	,	PUNCT
crl-16846	94	12	”	"	PUNCT
crl-16846	94	13	theoretical	theoretical	ADJ
crl-16846	94	14	and	and	CCONJ
crl-16846	94	15	applied	applied	ADJ
crl-16846	94	16	climatology	climatology	NOUN
crl-16846	94	17	126	126	NUM
crl-16846	94	18	(	(	PUNCT
crl-16846	94	19	2016	2016	NUM
crl-16846	94	20	)	)	PUNCT
crl-16846	94	21	.	.	PUNCT
crl-16846	95	1	8	8	X
crl-16846	95	2	.	.	X
crl-16846	95	3	thomas	thomas	PROPN
crl-16846	95	4	herndon	herndon	PROPN
crl-16846	95	5	,	,	PUNCT
crl-16846	95	6	michael	michael	PROPN
crl-16846	95	7	ash	ash	PROPN
crl-16846	95	8	,	,	PUNCT
crl-16846	95	9	and	and	CCONJ
crl-16846	95	10	robert	robert	PROPN
crl-16846	95	11	pollin	pollin	PROPN
crl-16846	95	12	,	,	PUNCT
crl-16846	95	13	“	"	PUNCT
crl-16846	95	14	does	do	AUX
crl-16846	95	15	high	high	ADJ
crl-16846	95	16	public	public	ADJ
crl-16846	95	17	debt	debt	NOUN
crl-16846	95	18	consistently	consistently	ADV
crl-16846	95	19	stifle	stifle	VERB
crl-16846	95	20	economic	economic	ADJ
crl-16846	95	21	growth	growth	NOUN
crl-16846	95	22	?	?	PUNCT
crl-16846	96	1	a	a	DET
crl-16846	96	2	critique	critique	NOUN
crl-16846	96	3	of	of	ADP
crl-16846	96	4	reinhart	reinhart	NOUN
crl-16846	96	5	and	and	CCONJ
crl-16846	96	6	rogoff	rogoff	NOUN
crl-16846	96	7	,	,	PUNCT
crl-16846	96	8	”	"	PUNCT
crl-16846	96	9	political	political	ADJ
crl-16846	96	10	economy	economy	NOUN
crl-16846	96	11	research	research	PROPN
crl-16846	96	12	institute	institute	PROPN
crl-16846	96	13	working	working	PROPN
crl-16846	96	14	paper	paper	PROPN
crl-16846	96	15	series	series	PROPN
crl-16846	96	16	(	(	PUNCT
crl-16846	96	17	2013	2013	NUM
crl-16846	96	18	)	)	PUNCT
crl-16846	96	19	.	.	PUNCT
crl-16846	97	1	9	9	X
crl-16846	97	2	.	.	PROPN
crl-16846	97	3	matthew	matthew	PROPN
crl-16846	97	4	c.	c.	PROPN
crl-16846	97	5	makel	makel	PROPN
crl-16846	97	6	and	and	CCONJ
crl-16846	97	7	jonathan	jonathan	PROPN
crl-16846	97	8	a.	a.	PROPN
crl-16846	97	9	plucker	plucker	PROPN
crl-16846	97	10	,	,	PUNCT
crl-16846	97	11	“	"	PUNCT
crl-16846	97	12	facts	fact	NOUN
crl-16846	97	13	are	be	AUX
crl-16846	97	14	more	more	ADV
crl-16846	97	15	important	important	ADJ
crl-16846	97	16	than	than	ADP
crl-16846	97	17	novelty	novelty	NOUN
crl-16846	97	18	:	:	PUNCT
crl-16846	97	19	replication	replication	NOUN
crl-16846	97	20	in	in	ADP
crl-16846	97	21	the	the	DET
crl-16846	97	22	education	education	NOUN
crl-16846	97	23	sciences	science	NOUN
crl-16846	97	24	,	,	PUNCT
crl-16846	97	25	”	"	PUNCT
crl-16846	97	26	educational	educational	ADJ
crl-16846	97	27	researcher	researcher	NOUN
crl-16846	97	28	43	43	NUM
crl-16846	97	29	(	(	PUNCT
crl-16846	97	30	2014	2014	NUM
crl-16846	97	31	)	)	PUNCT
crl-16846	97	32	.	.	PUNCT
crl-16846	98	1	10	10	NUM
crl-16846	98	2	.	.	PUNCT
crl-16846	99	1	leonard	leonard	PROPN
crl-16846	99	2	p.	p.	PROPN
crl-16846	99	3	freedman	freedman	PROPN
crl-16846	99	4	,	,	PUNCT
crl-16846	99	5	iain	iain	NOUN
crl-16846	99	6	m.	m.	NOUN
crl-16846	99	7	cockburn	cockburn	NOUN
crl-16846	99	8	,	,	PUNCT
crl-16846	99	9	and	and	CCONJ
crl-16846	99	10	timothy	timothy	PROPN
crl-16846	99	11	s.	s.	PROPN
crl-16846	99	12	simcoe	simcoe	PROPN
crl-16846	99	13	,	,	PUNCT
crl-16846	99	14	“	"	PUNCT
crl-16846	99	15	the	the	DET
crl-16846	99	16	economics	economic	NOUN
crl-16846	99	17	of	of	ADP
crl-16846	99	18	reproducibility	reproducibility	NOUN
crl-16846	99	19	in	in	ADP
crl-16846	99	20	preclinical	preclinical	ADJ
crl-16846	99	21	research	research	NOUN
crl-16846	99	22	,	,	PUNCT
crl-16846	99	23	”	"	PUNCT
crl-16846	99	24	plos	plos	PROPN
crl-16846	99	25	biology	biology	PROPN
crl-16846	99	26	13	13	NUM
crl-16846	99	27	(	(	PUNCT
crl-16846	99	28	2015	2015	NUM
crl-16846	99	29	)	)	PUNCT
crl-16846	99	30	.	.	PUNCT
crl-16846	100	1	11	11	NUM
crl-16846	100	2	.	.	PUNCT
crl-16846	100	3	open	open	ADJ
crl-16846	100	4	science	science	NOUN
crl-16846	100	5	collaboration	collaboration	NOUN
crl-16846	100	6	,	,	PUNCT
crl-16846	100	7	“	"	PUNCT
crl-16846	100	8	an	an	DET
crl-16846	100	9	open	open	ADJ
crl-16846	100	10	,	,	PUNCT
crl-16846	100	11	large	large	ADJ
crl-16846	100	12	-	-	PUNCT
crl-16846	100	13	scale	scale	NOUN
crl-16846	100	14	,	,	PUNCT
crl-16846	100	15	collaborative	collaborative	ADJ
crl-16846	100	16	effort	effort	NOUN
crl-16846	100	17	to	to	PART
crl-16846	100	18	estimate	estimate	VERB
crl-16846	100	19	the	the	DET
crl-16846	100	20	reproducibility	reproducibility	NOUN
crl-16846	100	21	of	of	ADP
crl-16846	100	22	psychological	psychological	ADJ
crl-16846	100	23	science	science	NOUN
crl-16846	100	24	,	,	PUNCT
crl-16846	100	25	”	"	PUNCT
crl-16846	100	26	perspectives	perspective	NOUN
crl-16846	100	27	on	on	ADP
crl-16846	100	28	psychological	psychological	ADJ
crl-16846	100	29	science	science	NOUN
crl-16846	100	30	7	7	NUM
crl-16846	100	31	(	(	PUNCT
crl-16846	100	32	2012	2012	NUM
crl-16846	100	33	)	)	PUNCT
crl-16846	100	34	.	.	PUNCT
crl-16846	101	1	12	12	NUM
crl-16846	101	2	.	.	PUNCT
crl-16846	102	1	open	open	ADJ
crl-16846	102	2	science	science	NOUN
crl-16846	102	3	collaboration	collaboration	NOUN
crl-16846	102	4	,	,	PUNCT
crl-16846	102	5	“	"	PUNCT
crl-16846	102	6	estimating	estimate	VERB
crl-16846	102	7	the	the	DET
crl-16846	102	8	reproducibility	reproducibility	NOUN
crl-16846	102	9	of	of	ADP
crl-16846	102	10	psychological	psychological	ADJ
crl-16846	102	11	science	science	NOUN
crl-16846	102	12	.	.	PUNCT
crl-16846	102	13	”	"	PUNCT
crl-16846	103	1	13	13	NUM
crl-16846	103	2	.	.	PUNCT
crl-16846	103	3	benedict	benedict	PROPN
crl-16846	103	4	carey	carey	PROPN
crl-16846	103	5	,	,	PUNCT
crl-16846	103	6	“	"	PUNCT
crl-16846	103	7	psychology	psychology	NOUN
crl-16846	103	8	’s	’s	PART
crl-16846	103	9	fears	fear	NOUN
crl-16846	103	10	confirmed	confirm	VERB
crl-16846	103	11	:	:	PUNCT
crl-16846	103	12	rechecked	rechecke	VERB
crl-16846	103	13	studies	study	NOUN
crl-16846	103	14	do	do	AUX
crl-16846	103	15	n’t	not	PART
crl-16846	103	16	hold	hold	VERB
crl-16846	103	17	up	up	ADP
crl-16846	103	18	,	,	PUNCT
crl-16846	103	19	”	"	PUNCT
crl-16846	103	20	in	in	ADP
crl-16846	103	21	new	new	PROPN
crl-16846	103	22	york	york	PROPN
crl-16846	103	23	times	times	PROPN
crl-16846	103	24	(	(	PUNCT
crl-16846	103	25	2015	2015	NUM
crl-16846	103	26	)	)	PUNCT
crl-16846	103	27	;	;	PUNCT
crl-16846	103	28	“	"	PUNCT
crl-16846	103	29	analysis	analysis	NOUN
crl-16846	103	30	casting	cast	VERB
crl-16846	103	31	doubt	doubt	NOUN
crl-16846	103	32	on	on	ADP
crl-16846	103	33	their	their	PRON
crl-16846	103	34	work	work	NOUN
crl-16846	103	35	is	be	AUX
crl-16846	103	36	still	still	ADV
crl-16846	103	37	welcomed	welcome	VERB
crl-16846	103	38	by	by	ADP
crl-16846	103	39	many	many	ADJ
crl-16846	103	40	psychologists	psychologist	NOUN
crl-16846	103	41	,	,	PUNCT
crl-16846	103	42	”	"	PUNCT
crl-16846	103	43	in	in	ADP
crl-16846	103	44	new	new	PROPN
crl-16846	103	45	york	york	PROPN
crl-16846	103	46	times	times	PROPN
crl-16846	103	47	(	(	PUNCT
crl-16846	103	48	2015	2015	NUM
crl-16846	103	49	)	)	PUNCT
crl-16846	103	50	;	;	PUNCT
crl-16846	103	51	“	"	PUNCT
crl-16846	103	52	report	report	VERB
crl-16846	103	53	questioning	question	VERB
crl-16846	103	54	psychology	psychology	NOUN
crl-16846	103	55	studies	study	NOUN
crl-16846	103	56	is	be	AUX
crl-16846	103	57	criticized	criticize	VERB
crl-16846	103	58	,	,	PUNCT
crl-16846	103	59	”	"	PUNCT
crl-16846	103	60	in	in	ADP
crl-16846	103	61	new	new	PROPN
crl-16846	103	62	york	york	PROPN
crl-16846	103	63	times	times	PROPN
crl-16846	103	64	(	(	PUNCT
crl-16846	103	65	2016	2016	NUM
crl-16846	103	66	)	)	PUNCT
crl-16846	103	67	.	.	PUNCT
crl-16846	104	1	14	14	NUM
crl-16846	104	2	.	.	PUNCT
crl-16846	105	1	ioannidis	ioannidi	NOUN
crl-16846	105	2	,	,	PUNCT
crl-16846	105	3	“	"	PUNCT
crl-16846	105	4	why	why	SCONJ
crl-16846	105	5	most	most	ADV
crl-16846	105	6	published	publish	VERB
crl-16846	105	7	research	research	NOUN
crl-16846	105	8	findings	finding	NOUN
crl-16846	105	9	are	be	AUX
crl-16846	105	10	false	false	ADJ
crl-16846	105	11	,	,	PUNCT
crl-16846	105	12	”	"	PUNCT
crl-16846	105	13	e124	e124	PROPN
crl-16846	105	14	.	.	PROPN
crl-16846	106	1	15	15	NUM
crl-16846	106	2	.	.	PUNCT
crl-16846	107	1	a.j	a.j	PROPN
crl-16846	107	2	.	.	PROPN
crl-16846	107	3	wakefield	wakefield	PROPN
crl-16846	107	4	et	et	PROPN
crl-16846	108	1	al	al	PROPN
crl-16846	108	2	.	.	PROPN
crl-16846	108	3	,	,	PUNCT
crl-16846	108	4	“	"	PUNCT
crl-16846	108	5	retracted	retract	VERB
crl-16846	108	6	:	:	PUNCT
crl-16846	108	7	ileal	ileal	NOUN
crl-16846	108	8	-	-	PUNCT
crl-16846	108	9	lymphoid	lymphoid	NOUN
crl-16846	108	10	-	-	PUNCT
crl-16846	108	11	nodular	nodular	ADJ
crl-16846	108	12	hyperplasia	hyperplasia	PROPN
crl-16846	108	13	,	,	PUNCT
crl-16846	108	14	non	non	ADJ
crl-16846	108	15	-	-	ADJ
crl-16846	108	16	specific	specific	ADJ
crl-16846	108	17	colitis	colitis	NOUN
crl-16846	108	18	,	,	PUNCT
crl-16846	108	19	and	and	CCONJ
crl-16846	108	20	pervasive	pervasive	ADJ
crl-16846	108	21	developmental	developmental	ADJ
crl-16846	108	22	disorder	disorder	NOUN
crl-16846	108	23	in	in	ADP
crl-16846	108	24	children	child	NOUN
crl-16846	108	25	,	,	PUNCT
crl-16846	108	26	”	"	PUNCT
crl-16846	108	27	lancet	lancet	PROPN
crl-16846	108	28	351	351	NUM
crl-16846	108	29	,	,	PUNCT
crl-16846	108	30	no	no	NOUN
crl-16846	108	31	.	.	NOUN
crl-16846	108	32	9103	9103	NUM
crl-16846	108	33	(	(	PUNCT
crl-16846	108	34	1998	1998	NUM
crl-16846	108	35	)	)	PUNCT
crl-16846	108	36	;	;	PUNCT
crl-16846	108	37	m.j	m.j	PROPN
crl-16846	108	38	.	.	PROPN
crl-16846	108	39	lacour	lacour	PROPN
crl-16846	108	40	and	and	CCONJ
crl-16846	108	41	8	8	NUM
crl-16846	108	42	 	 	SPACE
crl-16846	108	43	college	college	PROPN
crl-16846	108	44	&	&	CCONJ
crl-16846	108	45	research	research	PROPN
crl-16846	108	46	libraries	librarie	VERB
crl-16846	108	47	january	january	PROPN
crl-16846	108	48	2018	2018	NUM
crl-16846	109	1	d.p	d.p	PROPN
crl-16846	109	2	.	.	PROPN
crl-16846	109	3	green	green	PROPN
crl-16846	109	4	,	,	PUNCT
crl-16846	109	5	“	"	PUNCT
crl-16846	109	6	political	political	ADJ
crl-16846	109	7	science	science	NOUN
crl-16846	109	8	.	.	PUNCT
crl-16846	110	1	when	when	SCONJ
crl-16846	110	2	contact	contact	NOUN
crl-16846	110	3	changes	change	VERB
crl-16846	110	4	minds	mind	NOUN
crl-16846	110	5	:	:	PUNCT
crl-16846	110	6	an	an	DET
crl-16846	110	7	experiment	experiment	NOUN
crl-16846	110	8	on	on	ADP
crl-16846	110	9	transmission	transmission	NOUN
crl-16846	110	10	of	of	ADP
crl-16846	110	11	support	support	NOUN
crl-16846	110	12	for	for	ADP
crl-16846	110	13	gay	gay	ADJ
crl-16846	110	14	equality	equality	NOUN
crl-16846	110	15	,	,	PUNCT
crl-16846	110	16	”	"	PUNCT
crl-16846	110	17	science	science	NOUN
crl-16846	110	18	346	346	NUM
crl-16846	110	19	,	,	PUNCT
crl-16846	110	20	no	no	INTJ
crl-16846	110	21	.	.	NOUN
crl-16846	110	22	6215	6215	NUM
crl-16846	110	23	(	(	PUNCT
crl-16846	110	24	2014	2014	NUM
crl-16846	110	25	)	)	PUNCT
crl-16846	110	26	.	.	PUNCT
crl-16846	111	1	16	16	NUM
crl-16846	111	2	.	.	PUNCT
crl-16846	111	3	d.r	d.r	PROPN
crl-16846	111	4	.	.	PROPN
crl-16846	111	5	carney	carney	PROPN
crl-16846	111	6	,	,	PUNCT
crl-16846	111	7	a.j	a.j	PROPN
crl-16846	111	8	.	.	PROPN
crl-16846	111	9	cuddy	cuddy	PROPN
crl-16846	111	10	,	,	PUNCT
crl-16846	111	11	and	and	CCONJ
crl-16846	111	12	a.j	a.j	PROPN
crl-16846	111	13	.	.	PROPN
crl-16846	111	14	yap	yap	PROPN
crl-16846	111	15	,	,	PUNCT
crl-16846	111	16	“	"	PUNCT
crl-16846	111	17	power	power	NOUN
crl-16846	111	18	posing	posing	NOUN
crl-16846	111	19	:	:	PUNCT
crl-16846	111	20	brief	brief	ADJ
crl-16846	111	21	nonverbal	nonverbal	ADJ
crl-16846	111	22	displays	display	NOUN
crl-16846	111	23	affect	affect	VERB
crl-16846	111	24	neuroendocrine	neuroendocrine	NOUN
crl-16846	111	25	levels	level	NOUN
crl-16846	111	26	and	and	CCONJ
crl-16846	111	27	risk	risk	NOUN
crl-16846	111	28	tolerance	tolerance	NOUN
crl-16846	111	29	,	,	PUNCT
crl-16846	111	30	”	"	PUNCT
crl-16846	111	31	psychological	psychological	ADJ
crl-16846	111	32	science	science	NOUN
crl-16846	111	33	21	21	NUM
crl-16846	111	34	,	,	PUNCT
crl-16846	111	35	no	no	INTJ
crl-16846	111	36	.	.	NOUN
crl-16846	111	37	10	10	NUM
crl-16846	111	38	(	(	PUNCT
crl-16846	111	39	2010	2010	NUM
crl-16846	111	40	)	)	PUNCT
crl-16846	111	41	;	;	PUNCT
crl-16846	111	42	amy	amy	PROPN
crl-16846	111	43	cuddy	cuddy	PROPN
crl-16846	111	44	,	,	PUNCT
crl-16846	111	45	“	"	PUNCT
crl-16846	111	46	your	your	PRON
crl-16846	111	47	body	body	NOUN
crl-16846	111	48	language	language	NOUN
crl-16846	111	49	may	may	AUX
crl-16846	111	50	shape	shape	VERB
crl-16846	111	51	who	who	PRON
crl-16846	111	52	you	you	PRON
crl-16846	111	53	are	be	AUX
crl-16846	111	54	,	,	PUNCT
crl-16846	111	55	”	"	PUNCT
crl-16846	111	56	ted	ted	PROPN
crl-16846	111	57	(	(	PUNCT
crl-16846	111	58	2012	2012	NUM
crl-16846	111	59	)	)	PUNCT
crl-16846	111	60	.	.	PUNCT
crl-16846	112	1	17	17	NUM
crl-16846	112	2	.	.	PUNCT
crl-16846	113	1	susan	susan	PROPN
crl-16846	113	2	dominus	dominus	PROPN
crl-16846	113	3	,	,	PUNCT
crl-16846	113	4	“	"	PUNCT
crl-16846	113	5	when	when	SCONJ
crl-16846	113	6	the	the	DET
crl-16846	113	7	revolution	revolution	NOUN
crl-16846	113	8	came	come	VERB
crl-16846	113	9	for	for	ADP
crl-16846	113	10	amy	amy	PROPN
crl-16846	113	11	cuddy	cuddy	PROPN
crl-16846	113	12	,	,	PUNCT
crl-16846	113	13	”	"	PUNCT
crl-16846	113	14	new	new	PROPN
crl-16846	113	15	york	york	PROPN
crl-16846	113	16	times	times	PROPN
crl-16846	113	17	,	,	PUNCT
crl-16846	113	18	october	october	PROPN
crl-16846	113	19	18	18	NUM
crl-16846	113	20	,	,	PUNCT
crl-16846	113	21	2017	2017	NUM
crl-16846	113	22	;	;	PUNCT
crl-16846	113	23	andrew	andrew	PROPN
crl-16846	113	24	gelman	gelman	PROPN
crl-16846	113	25	and	and	CCONJ
crl-16846	113	26	kaiser	kaiser	PROPN
crl-16846	113	27	fung	fung	VERB
crl-16846	113	28	,	,	PUNCT
crl-16846	113	29	“	"	PUNCT
crl-16846	113	30	amy	amy	PROPN
crl-16846	113	31	cuddy	cuddy	PROPN
crl-16846	113	32	’s	’s	PART
crl-16846	113	33	power	power	NOUN
crl-16846	113	34	pose	pose	VERB
crl-16846	113	35	research	research	NOUN
crl-16846	113	36	is	be	AUX
crl-16846	113	37	the	the	DET
crl-16846	113	38	latest	late	ADJ
crl-16846	113	39	example	example	NOUN
crl-16846	113	40	of	of	ADP
crl-16846	113	41	scientific	scientific	ADJ
crl-16846	113	42	overreach	overreach	NOUN
crl-16846	113	43	,	,	PUNCT
crl-16846	113	44	”	"	PUNCT
crl-16846	113	45	in	in	ADP
crl-16846	113	46	slate	slate	NOUN
crl-16846	113	47	,	,	PUNCT
crl-16846	113	48	january	january	PROPN
crl-16846	113	49	19	19	NUM
crl-16846	113	50	,	,	PUNCT
crl-16846	113	51	2016	2016	NUM
crl-16846	113	52	.	.	PUNCT
crl-16846	114	1	18	18	NUM
crl-16846	114	2	.	.	X
crl-16846	114	3	monya	monya	PROPN
crl-16846	114	4	baker	baker	PROPN
crl-16846	114	5	,	,	PUNCT
crl-16846	114	6	“	"	PUNCT
crl-16846	114	7	is	be	AUX
crl-16846	114	8	there	there	PRON
crl-16846	114	9	a	a	DET
crl-16846	114	10	reproducibility	reproducibility	NOUN
crl-16846	114	11	crisis	crisis	NOUN
crl-16846	114	12	?	?	PUNCT
crl-16846	114	13	”	"	PUNCT
crl-16846	115	1	nature	nature	NOUN
crl-16846	115	2	533	533	NUM
crl-16846	115	3	(	(	PUNCT
crl-16846	115	4	2016	2016	NUM
crl-16846	115	5	)	)	PUNCT
crl-16846	115	6	.	.	PUNCT
crl-16846	116	1	19	19	NUM
crl-16846	116	2	.	.	X
crl-16846	116	3	ibid	ibid	VERB
crl-16846	116	4	.	.	PUNCT
crl-16846	117	1	20	20	NUM
crl-16846	117	2	.	.	X
crl-16846	117	3	ibid	ibid	VERB
crl-16846	117	4	.	.	PUNCT
crl-16846	118	1	21	21	NUM
crl-16846	118	2	.	.	PUNCT
crl-16846	119	1	steven	steven	PROPN
crl-16846	119	2	n.	n.	PROPN
crl-16846	119	3	goodman	goodman	PROPN
crl-16846	119	4	,	,	PUNCT
crl-16846	119	5	daniele	daniele	PROPN
crl-16846	119	6	fanelli	fanelli	PROPN
crl-16846	119	7	,	,	PUNCT
crl-16846	119	8	and	and	CCONJ
crl-16846	119	9	john	john	PROPN
crl-16846	119	10	p.a	p.a	PROPN
crl-16846	119	11	.	.	PUNCT
crl-16846	120	1	ioannidis	ioannidis	PROPN
crl-16846	120	2	,	,	PUNCT
crl-16846	120	3	“	"	PUNCT
crl-16846	120	4	what	what	PRON
crl-16846	120	5	does	do	AUX
crl-16846	120	6	research	research	NOUN
crl-16846	120	7	reproducibility	reproducibility	NOUN
crl-16846	120	8	mean	mean	VERB
crl-16846	120	9	?	?	PUNCT
crl-16846	120	10	”	"	PUNCT
crl-16846	121	1	science	science	NOUN
crl-16846	121	2	translational	translational	ADJ
crl-16846	121	3	medicine	medicine	NOUN
crl-16846	121	4	8	8	NUM
crl-16846	121	5	,	,	PUNCT
crl-16846	121	6	no	no	INTJ
crl-16846	121	7	.	.	PUNCT
crl-16846	121	8	(	(	PUNCT
crl-16846	121	9	2016	2016	NUM
crl-16846	121	10	):	):	PUNCT
crl-16846	121	11	1	1	X
crl-16846	121	12	.	.	NUM
crl-16846	121	13	22	22	NUM
crl-16846	121	14	.	.	PUNCT
crl-16846	122	1	prasad	prasad	PROPN
crl-16846	122	2	patil	patil	PROPN
crl-16846	122	3	,	,	PUNCT
crl-16846	122	4	roger	roger	PROPN
crl-16846	122	5	d.	d.	PROPN
crl-16846	122	6	peng	peng	PROPN
crl-16846	122	7	,	,	PUNCT
crl-16846	122	8	and	and	CCONJ
crl-16846	122	9	jeffrey	jeffrey	PROPN
crl-16846	122	10	t.	t.	PROPN
crl-16846	122	11	leek	leek	PROPN
crl-16846	122	12	,	,	PUNCT
crl-16846	122	13	“	"	PUNCT
crl-16846	122	14	a	a	DET
crl-16846	122	15	statistical	statistical	ADJ
crl-16846	122	16	definition	definition	NOUN
crl-16846	122	17	for	for	ADP
crl-16846	122	18	reproducibility	reproducibility	NOUN
crl-16846	122	19	and	and	CCONJ
crl-16846	122	20	replicability	replicability	NOUN
crl-16846	122	21	,	,	PUNCT
crl-16846	122	22	”	"	PUNCT
crl-16846	122	23	biorxiv	biorxiv	NOUN
crl-16846	122	24	,	,	PUNCT
crl-16846	122	25	https://www.biorxiv.org/content/early/2016/07/29/066803	https://www.biorxiv.org/content/early/2016/07/29/066803	PROPN
crl-16846	122	26	[	[	X
crl-16846	122	27	accessed	access	VERB
crl-16846	122	28	september	september	PROPN
crl-16846	122	29	13	13	NUM
crl-16846	122	30	,	,	PUNCT
crl-16846	122	31	2017	2017	NUM
crl-16846	122	32	]	]	PUNCT
crl-16846	122	33	.	.	PUNCT
crl-16846	123	1	23	23	NUM
crl-16846	123	2	.	.	PUNCT
crl-16846	124	1	kenneth	kenneth	PROPN
crl-16846	124	2	bollen	bollen	PROPN
crl-16846	124	3	et	et	PROPN
crl-16846	124	4	al	al	PROPN
crl-16846	124	5	.	.	PROPN
crl-16846	124	6	,	,	PUNCT
crl-16846	124	7	“	"	PUNCT
crl-16846	124	8	social	social	ADJ
crl-16846	124	9	,	,	PUNCT
crl-16846	124	10	behavioral	behavioral	ADJ
crl-16846	124	11	,	,	PUNCT
crl-16846	124	12	and	and	CCONJ
crl-16846	124	13	economic	economic	ADJ
crl-16846	124	14	sciences	science	NOUN
crl-16846	124	15	perspectives	perspective	NOUN
crl-16846	124	16	on	on	ADP
crl-16846	124	17	robust	robust	ADJ
crl-16846	124	18	and	and	CCONJ
crl-16846	124	19	reliable	reliable	ADJ
crl-16846	124	20	science	science	NOUN
crl-16846	124	21	”	"	PUNCT
crl-16846	124	22	(	(	PUNCT
crl-16846	124	23	paper	paper	NOUN
crl-16846	124	24	presented	present	VERB
crl-16846	124	25	at	at	ADP
crl-16846	124	26	the	the	DET
crl-16846	124	27	report	report	NOUN
crl-16846	124	28	of	of	ADP
crl-16846	124	29	the	the	DET
crl-16846	124	30	subcommittee	subcommittee	NOUN
crl-16846	124	31	on	on	ADP
crl-16846	124	32	replicability	replicability	NOUN
crl-16846	124	33	in	in	ADP
crl-16846	124	34	science	science	NOUN
crl-16846	124	35	advisory	advisory	PROPN
crl-16846	124	36	committee	committee	NOUN
crl-16846	124	37	to	to	ADP
crl-16846	124	38	the	the	DET
crl-16846	124	39	national	national	PROPN
crl-16846	124	40	science	science	PROPN
crl-16846	124	41	foundation	foundation	PROPN
crl-16846	124	42	directorate	directorate	NOUN
crl-16846	124	43	for	for	ADP
crl-16846	124	44	social	social	ADJ
crl-16846	124	45	,	,	PUNCT
crl-16846	124	46	behavioral	behavioral	ADJ
crl-16846	124	47	,	,	PUNCT
crl-16846	124	48	and	and	CCONJ
crl-16846	124	49	economic	economic	ADJ
crl-16846	124	50	sciences	science	NOUN
crl-16846	124	51	,	,	PUNCT
crl-16846	124	52	2015	2015	NUM
crl-16846	124	53	)	)	PUNCT
crl-16846	124	54	,	,	PUNCT
crl-16846	124	55	3	3	NUM
crl-16846	124	56	.	.	NUM
crl-16846	124	57	24	24	NUM
crl-16846	124	58	.	.	PUNCT
crl-16846	125	1	ibid	ibid	PROPN
crl-16846	125	2	.	.	PUNCT
crl-16846	125	3	,	,	PUNCT
crl-16846	125	4	4	4	NUM
crl-16846	125	5	.	.	NUM
crl-16846	125	6	25	25	NUM
crl-16846	125	7	.	.	PUNCT
crl-16846	126	1	jeffrey	jeffrey	PROPN
crl-16846	126	2	t.	t.	PROPN
crl-16846	126	3	leek	leek	PROPN
crl-16846	126	4	and	and	CCONJ
crl-16846	126	5	leah	leah	PROPN
crl-16846	126	6	r.	r.	PROPN
crl-16846	126	7	jager	jager	PROPN
crl-16846	126	8	,	,	PUNCT
crl-16846	126	9	“	"	PUNCT
crl-16846	126	10	is	be	AUX
crl-16846	126	11	most	most	ADV
crl-16846	126	12	published	publish	VERB
crl-16846	126	13	research	research	NOUN
crl-16846	126	14	really	really	ADV
crl-16846	126	15	false	false	ADJ
crl-16846	126	16	?	?	PUNCT
crl-16846	126	17	”	"	PUNCT
crl-16846	127	1	annual	annual	ADJ
crl-16846	127	2	review	review	NOUN
crl-16846	127	3	of	of	ADP
crl-16846	127	4	statistics	statistic	NOUN
crl-16846	127	5	and	and	CCONJ
crl-16846	127	6	its	its	PRON
crl-16846	127	7	application	application	NOUN
crl-16846	127	8	4	4	NUM
crl-16846	127	9	(	(	PUNCT
crl-16846	127	10	2017	2017	NUM
crl-16846	127	11	):	):	PUNCT
crl-16846	127	12	111	111	NUM
crl-16846	127	13	.	.	NUM
crl-16846	127	14	26	26	NUM
crl-16846	127	15	.	.	PUNCT
crl-16846	128	1	karl	karl	PROPN
crl-16846	128	2	broman	broman	PROPN
crl-16846	128	3	et	et	PROPN
crl-16846	129	1	al	al	PROPN
crl-16846	129	2	.	.	PROPN
crl-16846	129	3	,	,	PUNCT
crl-16846	129	4	“	"	PUNCT
crl-16846	129	5	recommendations	recommendation	NOUN
crl-16846	129	6	to	to	ADP
crl-16846	129	7	funding	funding	NOUN
crl-16846	129	8	agencies	agency	NOUN
crl-16846	129	9	for	for	ADP
crl-16846	129	10	supporting	support	VERB
crl-16846	129	11	reproducible	reproducible	ADJ
crl-16846	129	12	research	research	NOUN
crl-16846	129	13	”	"	PUNCT
crl-16846	129	14	(	(	PUNCT
crl-16846	129	15	paper	paper	NOUN
crl-16846	129	16	presented	present	VERB
crl-16846	129	17	at	at	ADP
crl-16846	129	18	the	the	DET
crl-16846	129	19	american	american	PROPN
crl-16846	129	20	statistical	statistical	PROPN
crl-16846	129	21	association	association	PROPN
crl-16846	129	22	,	,	PUNCT
crl-16846	129	23	2017	2017	NUM
crl-16846	129	24	)	)	PUNCT
crl-16846	129	25	,	,	PUNCT
crl-16846	129	26	2	2	NUM
crl-16846	129	27	.	.	NUM
crl-16846	129	28	27	27	NUM
crl-16846	129	29	.	.	PUNCT
crl-16846	130	1	b.a	b.a	PROPN
crl-16846	130	2	.	.	PROPN
crl-16846	130	3	nosek	nosek	PROPN
crl-16846	130	4	et	et	PROPN
crl-16846	131	1	al	al	PROPN
crl-16846	131	2	.	.	PROPN
crl-16846	131	3	,	,	PUNCT
crl-16846	131	4	“	"	PUNCT
crl-16846	131	5	promoting	promote	VERB
crl-16846	131	6	an	an	DET
crl-16846	131	7	open	open	ADJ
crl-16846	131	8	research	research	NOUN
crl-16846	131	9	culture	culture	NOUN
crl-16846	131	10	,	,	PUNCT
crl-16846	131	11	”	"	PUNCT
crl-16846	131	12	science	science	NOUN
crl-16846	131	13	348	348	NUM
crl-16846	131	14	,	,	PUNCT
crl-16846	131	15	no	no	INTJ
crl-16846	131	16	.	.	NOUN
crl-16846	131	17	6242	6242	NUM
crl-16846	131	18	(	(	PUNCT
crl-16846	131	19	2015	2015	NUM
crl-16846	131	20	)	)	PUNCT
crl-16846	131	21	.	.	PUNCT
crl-16846	132	1	28	28	X
crl-16846	132	2	.	.	PUNCT
crl-16846	133	1	“	"	PUNCT
crl-16846	133	2	a	a	DET
crl-16846	133	3	brief	brief	ADJ
crl-16846	133	4	history	history	NOUN
crl-16846	133	5	of	of	ADP
crl-16846	133	6	cos	cos	PROPN
crl-16846	133	7	,	,	PUNCT
crl-16846	133	8	”	"	PUNCT
crl-16846	133	9	https://cos.io/about/brief-history-cos-2013-2017	https://cos.io/about/brief-history-cos-2013-2017	NOUN
crl-16846	133	10	[	[	X
crl-16846	133	11	accessed	access	VERB
crl-16846	133	12	october	october	PROPN
crl-16846	133	13	19	19	NUM
crl-16846	133	14	,	,	PUNCT
crl-16846	133	15	2017	2017	NUM
crl-16846	133	16	]	]	PUNCT
crl-16846	133	17	.	.	PUNCT
crl-16846	133	18	29	29	NUM
crl-16846	133	19	.	.	PUNCT
crl-16846	134	1	“	"	PUNCT
crl-16846	134	2	top	top	ADJ
crl-16846	134	3	guidelines	guideline	NOUN
crl-16846	134	4	,	,	PUNCT
crl-16846	134	5	”	"	PUNCT
crl-16846	134	6	accessed	access	VERB
crl-16846	134	7	september	september	PROPN
crl-16846	134	8	13	13	NUM
crl-16846	134	9	,	,	PUNCT
crl-16846	134	10	2017	2017	NUM
crl-16846	134	11	.	.	PUNCT
crl-16846	135	1	https://cos.io/our-services/top-guidelines/	https://cos.io/our-services/top-guidelines/	PROPN
crl-16846	135	2	30	30	NUM
crl-16846	135	3	.	.	PUNCT
crl-16846	136	1	“	"	PUNCT
crl-16846	136	2	center	center	NOUN
crl-16846	136	3	for	for	ADP
crl-16846	136	4	open	open	ADJ
crl-16846	136	5	science	science	NOUN
crl-16846	136	6	announces	announce	NOUN
crl-16846	136	7	elsevier	elsevi	ADJ
crl-16846	136	8	as	as	ADP
crl-16846	136	9	new	new	ADJ
crl-16846	136	10	signatory	signatory	NOUN
crl-16846	136	11	to	to	ADP
crl-16846	136	12	top	top	ADJ
crl-16846	136	13	guidelines	guideline	NOUN
crl-16846	136	14	,	,	PUNCT
crl-16846	136	15	”	"	PUNCT
crl-16846	136	16	https://cos.io/about/news/centre-open-science-announces-elsevier-new-signatory-top-guidelines/	https://cos.io/about/news/centre-open-science-announces-elsevier-new-signatory-top-guidelines/	PROPN
crl-16846	136	17	[	[	X
crl-16846	136	18	accessed	access	VERB
crl-16846	136	19	september	september	PROPN
crl-16846	136	20	30	30	NUM
crl-16846	136	21	,	,	PUNCT
crl-16846	136	22	2017	2017	NUM
crl-16846	136	23	]	]	PUNCT
crl-16846	136	24	.	.	PUNCT
crl-16846	137	1	31	31	NUM
crl-16846	137	2	.	.	PUNCT
crl-16846	137	3	center	center	NOUN
crl-16846	137	4	for	for	ADP
crl-16846	137	5	open	open	ADJ
crl-16846	137	6	science	science	NOUN
crl-16846	137	7	,	,	PUNCT
crl-16846	137	8	“	"	PUNCT
crl-16846	137	9	guidelines	guideline	NOUN
crl-16846	137	10	for	for	ADP
crl-16846	137	11	transparency	transparency	NOUN
crl-16846	137	12	and	and	CCONJ
crl-16846	137	13	openness	openness	NOUN
crl-16846	137	14	promotion	promotion	NOUN
crl-16846	137	15	(	(	PUNCT
crl-16846	137	16	top	top	NOUN
crl-16846	137	17	)	)	PUNCT
crl-16846	137	18	in	in	ADP
crl-16846	137	19	journal	journal	NOUN
crl-16846	137	20	policies	policy	NOUN
crl-16846	137	21	and	and	CCONJ
crl-16846	137	22	practices	practice	NOUN
crl-16846	137	23	”	"	PUNCT
crl-16846	137	24	(	(	PUNCT
crl-16846	137	25	paper	paper	NOUN
crl-16846	137	26	presented	present	VERB
crl-16846	137	27	at	at	ADP
crl-16846	137	28	the	the	DET
crl-16846	137	29	cos	cos	PROPN
crl-16846	137	30	,	,	PUNCT
crl-16846	137	31	2015	2015	NUM
crl-16846	137	32	)	)	PUNCT
crl-16846	137	33	.	.	PUNCT
crl-16846	138	1	32	32	NUM
crl-16846	138	2	.	.	PUNCT
crl-16846	139	1	broman	broman	PROPN
crl-16846	139	2	et	et	PROPN
crl-16846	140	1	al	al	PROPN
crl-16846	140	2	.	.	PROPN
crl-16846	140	3	,	,	PUNCT
crl-16846	140	4	“	"	PUNCT
crl-16846	140	5	recommendations	recommendation	NOUN
crl-16846	140	6	to	to	ADP
crl-16846	140	7	funding	funding	NOUN
crl-16846	140	8	agencies	agency	NOUN
crl-16846	140	9	for	for	ADP
crl-16846	140	10	supporting	support	VERB
crl-16846	140	11	reproducible	reproducible	ADJ
crl-16846	140	12	research	research	NOUN
crl-16846	140	13	,	,	PUNCT
crl-16846	140	14	”	"	PUNCT
crl-16846	140	15	3–4	3–4	NUM
crl-16846	140	16	.	.	PROPN
crl-16846	140	17	33	33	NUM
crl-16846	140	18	.	.	PUNCT
crl-16846	140	19	ibid	ibid	VERB
crl-16846	140	20	.	.	PUNCT
crl-16846	141	1	34	34	NUM
crl-16846	141	2	.	.	PUNCT
crl-16846	142	1	nih	nih	PROPN
crl-16846	142	2	,	,	PUNCT
crl-16846	142	3	“	"	PUNCT
crl-16846	142	4	principles	principle	NOUN
crl-16846	142	5	and	and	CCONJ
crl-16846	142	6	guidelines	guideline	NOUN
crl-16846	142	7	for	for	ADP
crl-16846	142	8	reporting	report	VERB
crl-16846	142	9	preclinical	preclinical	ADJ
crl-16846	142	10	research	research	NOUN
crl-16846	142	11	,	,	PUNCT
crl-16846	142	12	”	"	PUNCT
crl-16846	142	13	national	national	PROPN
crl-16846	142	14	institute	institute	PROPN
crl-16846	142	15	of	of	ADP
crl-16846	142	16	health	health	PROPN
crl-16846	142	17	(	(	PUNCT
crl-16846	142	18	2014	2014	NUM
crl-16846	142	19	)	)	PUNCT
crl-16846	142	20	.	.	PUNCT
crl-16846	143	1	35	35	NUM
crl-16846	143	2	.	.	X
crl-16846	143	3	federation	federation	PROPN
crl-16846	143	4	of	of	ADP
crl-16846	143	5	american	american	PROPN
crl-16846	143	6	societies	society	NOUN
crl-16846	143	7	for	for	ADP
crl-16846	143	8	experimental	experimental	ADJ
crl-16846	143	9	biology	biology	NOUN
crl-16846	143	10	,	,	PUNCT
crl-16846	143	11	“	"	PUNCT
crl-16846	143	12	enhancing	enhance	VERB
crl-16846	143	13	research	research	NOUN
crl-16846	143	14	reproducibility	reproducibility	NOUN
crl-16846	143	15	:	:	PUNCT
crl-16846	143	16	recommendations	recommendation	NOUN
crl-16846	143	17	from	from	ADP
crl-16846	143	18	the	the	DET
crl-16846	143	19	federation	federation	PROPN
crl-16846	143	20	of	of	ADP
crl-16846	143	21	american	american	PROPN
crl-16846	143	22	societies	society	NOUN
crl-16846	143	23	for	for	ADP
crl-16846	143	24	experimental	experimental	ADJ
crl-16846	143	25	biology	biology	NOUN
crl-16846	143	26	,	,	PUNCT
crl-16846	143	27	”	"	PUNCT
crl-16846	143	28	http://faseb.org/science-policy--advocacy-and-communications/science-policy-and-researchissues/research-reproducibility.aspx	http://faseb.org/science-policy--advocacy-and-communications/science-policy-and-researchissues/research-reproducibility.aspx	PROPN
crl-16846	143	29	[	[	PUNCT
crl-16846	143	30	accessed	access	VERB
crl-16846	143	31	may	may	AUX
crl-16846	143	32	25	25	NUM
crl-16846	143	33	,	,	PUNCT
crl-16846	143	34	2017	2017	NUM
crl-16846	143	35	]	]	PUNCT
crl-16846	143	36	.	.	PUNCT
crl-16846	144	1	36	36	NUM
crl-16846	144	2	.	.	X
crl-16846	144	3	society	society	NOUN
crl-16846	144	4	for	for	ADP
crl-16846	144	5	neuroscience	neuroscience	NOUN
crl-16846	144	6	,	,	PUNCT
crl-16846	144	7	“	"	PUNCT
crl-16846	144	8	research	research	NOUN
crl-16846	144	9	practices	practice	NOUN
crl-16846	144	10	for	for	ADP
crl-16846	144	11	scientific	scientific	ADJ
crl-16846	144	12	rigor	rigor	NOUN
crl-16846	144	13	:	:	PUNCT
crl-16846	144	14	a	a	DET
crl-16846	144	15	resource	resource	NOUN
crl-16846	144	16	for	for	ADP
crl-16846	144	17	discussion	discussion	NOUN
crl-16846	144	18	,	,	PUNCT
crl-16846	144	19	training	training	NOUN
crl-16846	144	20	,	,	PUNCT
crl-16846	144	21	and	and	CCONJ
crl-16846	144	22	practice	practice	VERB
crl-16846	144	23	,	,	PUNCT
crl-16846	144	24	”	"	PUNCT
crl-16846	144	25	http://www.sfn.org/advocacy/policy-positions/research-practicesfor-scientific-rigor	http://www.sfn.org/advocacy/policy-positions/research-practicesfor-scientific-rigor	SPACE
crl-16846	144	26	[	[	X
crl-16846	144	27	accessed	access	VERB
crl-16846	144	28	september	september	PROPN
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crl-16846	144	30	,	,	PUNCT
crl-16846	144	31	2017	2017	NUM
crl-16846	144	32	]	]	PUNCT
crl-16846	144	33	.	.	PUNCT
crl-16846	145	1	37	37	NUM
crl-16846	145	2	.	.	PUNCT
crl-16846	145	3	c.	c.	PROPN
crl-16846	145	4	glenn	glenn	PROPN
crl-16846	145	5	begley	begley	PROPN
crl-16846	145	6	,	,	PUNCT
crl-16846	145	7	alastair	alastair	NOUN
crl-16846	145	8	m	m	PROPN
crl-16846	145	9	buchan	buchan	NOUN
crl-16846	145	10	,	,	PUNCT
crl-16846	145	11	and	and	CCONJ
crl-16846	145	12	ulrich	ulrich	PROPN
crl-16846	145	13	dirnagl	dirnagl	NOUN
crl-16846	145	14	,	,	PUNCT
crl-16846	145	15	“	"	PUNCT
crl-16846	145	16	robust	robust	ADJ
crl-16846	145	17	research	research	NOUN
crl-16846	145	18	:	:	PUNCT
crl-16846	145	19	institutions	institution	NOUN
crl-16846	145	20	must	must	AUX
crl-16846	145	21	do	do	VERB
crl-16846	145	22	their	their	PRON
crl-16846	145	23	part	part	NOUN
crl-16846	145	24	for	for	ADP
crl-16846	145	25	reproducibility	reproducibility	NOUN
crl-16846	145	26	,	,	PUNCT
crl-16846	145	27	”	"	PUNCT
crl-16846	145	28	nature	nature	NOUN
crl-16846	145	29	525	525	NUM
crl-16846	145	30	(	(	PUNCT
crl-16846	145	31	2015	2015	NUM
crl-16846	145	32	):	):	PUNCT
crl-16846	145	33	27	27	NUM
crl-16846	145	34	.	.	NUM
crl-16846	146	1	38	38	NUM
crl-16846	146	2	.	.	PUNCT
crl-16846	147	1	victoria	victoria	PROPN
crl-16846	147	2	stodden	stodden	VERB
crl-16846	147	3	et	et	PROPN
crl-16846	147	4	al	al	PROPN
crl-16846	147	5	.	.	PROPN
crl-16846	147	6	,	,	PUNCT
crl-16846	147	7	“	"	PUNCT
crl-16846	147	8	setting	set	VERB
crl-16846	147	9	the	the	DET
crl-16846	147	10	default	default	NOUN
crl-16846	147	11	to	to	PART
crl-16846	147	12	reproducible	reproducible	VERB
crl-16846	147	13	reproducibility	reproducibility	NOUN
crl-16846	147	14	in	in	ADP
crl-16846	147	15	computational	computational	ADJ
crl-16846	147	16	and	and	CCONJ
crl-16846	147	17	experimental	experimental	ADJ
crl-16846	147	18	mathematics	mathematic	NOUN
crl-16846	147	19	,	,	PUNCT
crl-16846	147	20	”	"	PUNCT
crl-16846	147	21	(	(	PUNCT
crl-16846	147	22	2013	2013	NUM
crl-16846	147	23	)	)	PUNCT
crl-16846	147	24	,	,	PUNCT
crl-16846	147	25	http://stodden.net/icerm_report.pdf	http://stodden.net/icerm_report.pdf	ADV
crl-16846	147	26	[	[	X
crl-16846	147	27	accessed	access	VERB
crl-16846	147	28	july	july	PROPN
crl-16846	147	29	26	26	NUM
crl-16846	147	30	,	,	PUNCT
crl-16846	147	31	2017	2017	NUM
crl-16846	147	32	]	]	PUNCT
crl-16846	147	33	.	.	PUNCT
crl-16846	148	1	39	39	NUM
crl-16846	148	2	.	.	PUNCT
crl-16846	148	3	stodden	stodden	VERB
crl-16846	148	4	et	et	PROPN
crl-16846	148	5	al	al	PROPN
crl-16846	148	6	.	.	PROPN
crl-16846	148	7	,	,	PUNCT
crl-16846	148	8	“	"	PUNCT
crl-16846	148	9	setting	set	VERB
crl-16846	148	10	the	the	DET
crl-16846	148	11	default	default	NOUN
crl-16846	148	12	,	,	PUNCT
crl-16846	148	13	”	"	PUNCT
crl-16846	148	14	7	7	NUM
crl-16846	148	15	.	.	PROPN
crl-16846	148	16	40	40	NUM
crl-16846	148	17	.	.	PUNCT
crl-16846	149	1	eric	eric	PROPN
crl-16846	149	2	green	green	PROPN
crl-16846	149	3	et	et	PROPN
crl-16846	150	1	al	al	PROPN
crl-16846	150	2	.	.	PROPN
crl-16846	150	3	,	,	PUNCT
crl-16846	150	4	“	"	PUNCT
crl-16846	150	5	national	national	ADJ
crl-16846	150	6	institutes	institute	NOUN
crl-16846	150	7	of	of	ADP
crl-16846	150	8	health	health	PROPN
crl-16846	150	9	advisory	advisory	ADJ
crl-16846	150	10	committee	committee	NOUN
crl-16846	150	11	to	to	ADP
crl-16846	150	12	the	the	DET
crl-16846	150	13	director	director	NOUN
crl-16846	150	14	national	national	PROPN
crl-16846	150	15	library	library	NOUN
crl-16846	150	16	of	of	ADP
crl-16846	150	17	medicine	medicine	PROPN
crl-16846	150	18	working	working	NOUN
crl-16846	150	19	group	group	NOUN
crl-16846	150	20	final	final	ADJ
crl-16846	150	21	report	report	NOUN
crl-16846	150	22	,	,	PUNCT
crl-16846	150	23	”	"	PUNCT
crl-16846	150	24	(	(	PUNCT
crl-16846	150	25	2015	2015	NUM
crl-16846	150	26	)	)	PUNCT
crl-16846	150	27	,	,	PUNCT
crl-16846	150	28	https://acd.od.nih.gov/documents/	https://acd.od.nih.gov/documents/	PROPN
crl-16846	150	29	reports	report	VERB
crl-16846	150	30	/	/	SYM
crl-16846	150	31	report	report	NOUN
crl-16846	150	32	-	-	PUNCT
crl-16846	150	33	nlm-06112015	nlm-06112015	NOUN
crl-16846	150	34	-	-	PUNCT
crl-16846	150	35	acd.pdf	acd.pdf	PROPN
crl-16846	150	36	[	[	PUNCT
crl-16846	150	37	accessed	access	VERB
crl-16846	150	38	july	july	PROPN
crl-16846	150	39	22	22	NUM
crl-16846	150	40	,	,	PUNCT
crl-16846	150	41	2017	2017	NUM
crl-16846	150	42	]	]	PUNCT
crl-16846	150	43	.	.	PUNCT
crl-16846	151	1	41	41	NUM
crl-16846	151	2	.	.	PUNCT
crl-16846	152	1	“	"	PUNCT
crl-16846	152	2	jove	jove	PROPN
crl-16846	152	3	librarian	librarian	PROPN
crl-16846	152	4	travel	travel	PROPN
crl-16846	152	5	award	award	PROPN
crl-16846	152	6	,	,	PUNCT
crl-16846	152	7	”	"	PUNCT
crl-16846	152	8	https://www.jove.com/blog/2017/08/21/jove-librariantravel-award/	https://www.jove.com/blog/2017/08/21/jove-librariantravel-award/	PROPN
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crl-16846	152	10	accessed	access	VERB
crl-16846	152	11	september	september	PROPN
crl-16846	152	12	20	20	NUM
crl-16846	152	13	,	,	PUNCT
crl-16846	152	14	2017	2017	NUM
crl-16846	152	15	]	]	PUNCT
crl-16846	152	16	.	.	PUNCT
crl-16846	153	1	42	42	NUM
crl-16846	153	2	.	.	PUNCT
crl-16846	154	1	vicky	vicky	PROPN
crl-16846	154	2	steeves	steeve	NOUN
crl-16846	154	3	,	,	PUNCT
crl-16846	154	4	“	"	PUNCT
crl-16846	154	5	reproducibility	reproducibility	NOUN
crl-16846	154	6	librarianship	librarianship	NOUN
crl-16846	154	7	,	,	PUNCT
crl-16846	154	8	”	"	PUNCT
crl-16846	154	9	collaborative	collaborative	ADJ
crl-16846	154	10	librarianship	librarianship	NOUN
crl-16846	154	11	9	9	NUM
crl-16846	154	12	(	(	PUNCT
crl-16846	154	13	2017	2017	NUM
crl-16846	154	14	)	)	PUNCT
crl-16846	154	15	.	.	PUNCT
crl-16846	155	1	43	43	NUM
crl-16846	155	2	.	.	PUNCT
crl-16846	156	1	“	"	PUNCT
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crl-16846	156	3	or	or	CCONJ
crl-16846	156	4	associate	associate	ADJ
crl-16846	156	5	librarian	librarian	NOUN
crl-16846	156	6	,	,	PUNCT
crl-16846	156	7	”	"	PUNCT
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crl-16846	156	11	job	job	NOUN
crl-16846	156	12	posting	post	VERB
crl-16846	156	13	since	since	SCONJ
crl-16846	156	14	deleted	delete	VERB
crl-16846	156	15	.	.	PUNCT
crl-16846	156	16	find	find	VERB
crl-16846	156	17	similar	similar	ADJ
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crl-16846	156	19	at	at	ADP
crl-16846	156	20	https://utah.peopleadmin.com/postings/	https://utah.peopleadmin.com/postings/	NOUN
crl-16846	156	21	[	[	X
crl-16846	156	22	accessed	access	VERB
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crl-16846	157	1	44	44	NUM
crl-16846	157	2	.	.	PUNCT
crl-16846	158	1	“	"	PUNCT
crl-16846	158	2	research	research	NOUN
crl-16846	158	3	reproducibility	reproducibility	NOUN
crl-16846	158	4	conference	conference	NOUN
crl-16846	158	5	,	,	PUNCT
crl-16846	158	6	”	"	PUNCT
crl-16846	158	7	accessed	access	VERB
crl-16846	158	8	august	august	PROPN
crl-16846	158	9	11	11	NUM
crl-16846	158	10	,	,	PUNCT
crl-16846	158	11	2017	2017	NUM
crl-16846	158	12	.	.	PUNCT
crl-16846	159	1	http://campusguides	http://campusguides	X
crl-16846	159	2	.	.	PUNCT
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crl-16846	160	2	;	;	PUNCT
crl-16846	160	3	“	"	PUNCT
crl-16846	160	4	the	the	DET
crl-16846	160	5	librarian	librarian	ADJ
crl-16846	160	6	’s	’s	NOUN
crl-16846	160	7	role	role	NOUN
crl-16846	160	8	in	in	ADP
crl-16846	160	9	reproducibility	reproducibility	NOUN
crl-16846	160	10	of	of	ADP
crl-16846	160	11	research	research	NOUN
crl-16846	160	12	symposium	symposium	NOUN
crl-16846	160	13	,	,	PUNCT
crl-16846	160	14	”	"	PUNCT
crl-16846	160	15	http://	http://	NOUN
crl-16846	160	16	mlasymposium.libguides.com/2017	mlasymposium.libguides.com/2017	X
crl-16846	160	17	[	[	X
crl-16846	160	18	accessed	access	VERB
crl-16846	160	19	august	august	PROPN
crl-16846	160	20	11	11	NUM
crl-16846	160	21	,	,	PUNCT
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crl-16846	160	23	]	]	PUNCT
crl-16846	160	24	.	.	PUNCT
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crl-16846	161	4	https://cos.io/about/news/centre-open-science-announces-elsevier-new-signatory-top-guidelines/	https://cos.io/about/news/centre-open-science-announces-elsevier-new-signatory-top-guidelines/	NOUN
crl-16846	161	5	http://faseb.org/science-policy--advocacy-and-communications/science-policy-and-research-issues/research-reproducibility.aspx	http://faseb.org/science-policy--advocacy-and-communications/science-policy-and-research-issues/research-reproducibility.aspx	NOUN
crl-16846	161	6	http://faseb.org/science-policy--advocacy-and-communications/science-policy-and-research-issues/research-reproducibility.aspx	http://faseb.org/science-policy--advocacy-and-communications/science-policy-and-research-issues/research-reproducibility.aspx	NOUN
crl-16846	161	7	http://www.sfn.org/advocacy/policy-positions/research-practices-for-scientific-rigor	http://www.sfn.org/advocacy/policy-positions/research-practices-for-scientific-rigor	SPACE
crl-16846	161	8	http://www.sfn.org/advocacy/policy-positions/research-practices-for-scientific-rigor	http://www.sfn.org/advocacy/policy-positions/research-practices-for-scientific-rigor	SPACE
crl-16846	162	1	http://stodden.net/icerm_report.pdf	http://stodden.net/icerm_report.pdf	DET
crl-16846	162	2	https://acd.od.nih.gov/documents/reports/report-nlm-06112015-acd.pdf	https://acd.od.nih.gov/documents/reports/report-nlm-06112015-acd.pdf	NOUN
crl-16846	162	3	https://acd.od.nih.gov/documents/reports/report-nlm-06112015-acd.pdf	https://acd.od.nih.gov/documents/reports/report-nlm-06112015-acd.pdf	NOUN
crl-16846	162	4	https://www.jove.com/blog/2017/08/21/jove-librarian-travel-award/	https://www.jove.com/blog/2017/08/21/jove-librarian-travel-award/	ADV
crl-16846	162	5	https://www.jove.com/blog/2017/08/21/jove-librarian-travel-award/	https://www.jove.com/blog/2017/08/21/jove-librarian-travel-award/	PROPN
crl-16846	162	6	https://utah.peopleadmin.com/postings/	https://utah.peopleadmin.com/postings/	NOUN
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crl-16846	162	10	http://mlasymposium.libguides.com/2017	http://mlasymposium.libguides.com/2017	ADP
crl-16846	162	11	editorial	editorial	NOUN
crl-16846	162	12	 	 	SPACE
crl-16846	162	13	9	9	NUM
crl-16846	162	14	45	45	NUM
crl-16846	162	15	.	.	PUNCT
crl-16846	163	1	steeves	steeve	NOUN
crl-16846	163	2	,	,	PUNCT
crl-16846	163	3	“	"	PUNCT
crl-16846	163	4	reproducibility	reproducibility	NOUN
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crl-16846	163	6	.	.	PUNCT
crl-16846	163	7	”	"	PUNCT
crl-16846	164	1	46	46	NUM
crl-16846	164	2	.	.	PUNCT
crl-16846	165	1	melissa	melissa	PROPN
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crl-16846	165	5	mellanye	mellanye	PROPN
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crl-16846	165	11	,	,	PUNCT
crl-16846	165	12	“	"	PUNCT
crl-16846	165	13	building	building	NOUN
crl-16846	165	14	capacity	capacity	NOUN
crl-16846	165	15	to	to	PART
crl-16846	165	16	encourage	encourage	VERB
crl-16846	165	17	research	research	NOUN
crl-16846	165	18	reproducibility	reproducibility	NOUN
crl-16846	165	19	and	and	CCONJ
crl-16846	165	20	#	#	SYM
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crl-16846	165	22	,	,	PUNCT
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crl-16846	165	26	the	the	DET
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crl-16846	165	28	library	library	PROPN
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crl-16846	165	30	(	(	PUNCT
crl-16846	165	31	forthcoming	forthcoming	ADJ
crl-16846	165	32	article	article	NOUN
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crl-16846	166	1	47	47	NUM
crl-16846	166	2	.	.	PUNCT
crl-16846	167	1	“	"	PUNCT
crl-16846	167	2	research	research	NOUN
crl-16846	167	3	data	data	PROPN
crl-16846	167	4	management	management	NOUN
crl-16846	167	5	(	(	PUNCT
crl-16846	167	6	rdm	rdm	NOUN
crl-16846	167	7	)	)	PUNCT
crl-16846	167	8	icop	icop	NOUN
crl-16846	167	9	,	,	PUNCT
crl-16846	167	10	”	"	PUNCT
crl-16846	167	11	https://sites.google.com/a/umn.edu/rdm-cop/	https://sites.google.com/a/umn.edu/rdm-cop/	NOUN
crl-16846	167	12	home	home	NOUN
crl-16846	167	13	[	[	X
crl-16846	167	14	accessed	access	VERB
crl-16846	167	15	august	august	PROPN
crl-16846	167	16	29	29	NUM
crl-16846	167	17	,	,	PUNCT
crl-16846	167	18	2017	2017	NUM
crl-16846	167	19	]	]	PUNCT
crl-16846	167	20	.	.	PUNCT
crl-16846	168	1	48	48	NUM
crl-16846	168	2	.	.	PUNCT
crl-16846	169	1	jon	jon	PROPN
crl-16846	169	2	jeffryes	jeffryes	PROPN
crl-16846	169	3	,	,	PUNCT
crl-16846	169	4	“	"	PUNCT
crl-16846	169	5	improving	improve	VERB
crl-16846	169	6	research	research	NOUN
crl-16846	169	7	through	through	ADP
crl-16846	169	8	reproducibility	reproducibility	NOUN
crl-16846	169	9	,	,	PUNCT
crl-16846	169	10	”	"	PUNCT
crl-16846	169	11	in	in	ADP
crl-16846	169	12	continuum	continuum	PROPN
crl-16846	169	13	(	(	PUNCT
crl-16846	169	14	2017	2017	NUM
crl-16846	169	15	)	)	PUNCT
crl-16846	169	16	,	,	PUNCT
crl-16846	169	17	https://	https://	NOUN
crl-16846	169	18	www.continuum.umn.edu/2017/05/improving-research-reproducibility/	www.continuum.umn.edu/2017/05/improving-research-reproducibility/	PROPN
crl-16846	169	19	[	[	PUNCT
crl-16846	169	20	accessed	access	VERB
crl-16846	169	21	august	august	PROPN
crl-16846	169	22	11	11	NUM
crl-16846	169	23	,	,	PUNCT
crl-16846	169	24	2017	2017	NUM
crl-16846	169	25	]	]	PUNCT
crl-16846	169	26	.	.	PUNCT
crl-16846	170	1	49	49	NUM
crl-16846	170	2	.	.	PUNCT
crl-16846	171	1	“	"	PUNCT
crl-16846	171	2	institutes	institute	NOUN
crl-16846	171	3	,	,	PUNCT
crl-16846	171	4	”	"	PUNCT
crl-16846	171	5	berkeley	berkeley	PROPN
crl-16846	171	6	initiative	initiative	NOUN
crl-16846	171	7	for	for	ADP
crl-16846	171	8	transparency	transparency	NOUN
crl-16846	171	9	in	in	ADP
crl-16846	171	10	the	the	DET
crl-16846	171	11	social	social	ADJ
crl-16846	171	12	sciences	sciences	PROPN
crl-16846	171	13	,	,	PUNCT
crl-16846	171	14	https://www.bitss	https://www.bitss	PROPN
crl-16846	171	15	.	.	PUNCT
crl-16846	172	1	org	org	PROPN
crl-16846	172	2	/	/	SYM
crl-16846	172	3	event	event	NOUN
crl-16846	172	4	-	-	PUNCT
crl-16846	172	5	types	type	NOUN
crl-16846	172	6	/	/	SYM
crl-16846	172	7	institute/	institute/	NUM
crl-16846	172	8	[	[	X
crl-16846	172	9	accessed	access	VERB
crl-16846	172	10	october	october	PROPN
crl-16846	172	11	30	30	NUM
crl-16846	172	12	,	,	PUNCT
crl-16846	172	13	2017	2017	NUM
crl-16846	172	14	]	]	PUNCT
crl-16846	172	15	.	.	PUNCT
crl-16846	173	1	https://sites.google.com/a/umn.edu/rdm-cop/home	https://sites.google.com/a/umn.edu/rdm-cop/home	ADJ
crl-16846	173	2	https://sites.google.com/a/umn.edu/rdm-cop/home	https://sites.google.com/a/umn.edu/rdm-cop/home	ADJ
crl-16846	173	3	https://www.continuum.umn.edu/2017/05/improving-research-reproducibility/	https://www.continuum.umn.edu/2017/05/improving-research-reproducibility/	NUM
crl-16846	173	4	https://www.continuum.umn.edu/2017/05/improving-research-reproducibility/	https://www.continuum.umn.edu/2017/05/improving-research-reproducibility/	PROPN
crl-16846	173	5	https://www.bitss.org/event-types/institute/	https://www.bitss.org/event-types/institute/	PROPN
crl-16846	173	6	https://www.bitss.org/event-types/institute/	https://www.bitss.org/event-types/institute/	NOUN
crl-16846	173	7	_	_	PUNCT
crl-16846	173	8	goback	goback	NOUN