id	sid	tid	token	lemma	pos
6w924b3209b	1	1	reproducibility	reproducibility	NOUN
6w924b3209b	1	2	is	be	AUX
6w924b3209b	1	3	becoming	become	VERB
6w924b3209b	1	4	an	an	DET
6w924b3209b	1	5	increasingly	increasingly	ADV
6w924b3209b	1	6	challenging	challenging	ADJ
6w924b3209b	1	7	requirement	requirement	NOUN
6w924b3209b	1	8	of	of	ADP
6w924b3209b	1	9	the	the	DET
6w924b3209b	1	10	scientific	scientific	ADJ
6w924b3209b	1	11	process	process	NOUN
6w924b3209b	1	12	.	.	PUNCT
6w924b3209b	2	1	compared	compare	VERB
6w924b3209b	2	2	to	to	ADP
6w924b3209b	2	3	more	more	ADJ
6w924b3209b	2	4	human	human	ADJ
6w924b3209b	2	5	intensive	intensive	ADJ
6w924b3209b	2	6	scientific	scientific	ADJ
6w924b3209b	2	7	procedures	procedure	NOUN
6w924b3209b	2	8	,	,	PUNCT
6w924b3209b	2	9	it	it	PRON
6w924b3209b	2	10	would	would	AUX
6w924b3209b	2	11	seem	seem	VERB
6w924b3209b	2	12	that	that	SCONJ
6w924b3209b	2	13	scientific	scientific	ADJ
6w924b3209b	2	14	applications	application	NOUN
6w924b3209b	2	15	executed	execute	VERB
6w924b3209b	2	16	on	on	ADP
6w924b3209b	2	17	computers	computer	NOUN
6w924b3209b	2	18	could	could	AUX
6w924b3209b	2	19	easily	easily	ADV
6w924b3209b	2	20	produce	produce	VERB
6w924b3209b	2	21	identical	identical	ADJ
6w924b3209b	2	22	results	result	NOUN
6w924b3209b	2	23	despite	despite	SCONJ
6w924b3209b	2	24	slight	slight	ADJ
6w924b3209b	2	25	changes	change	NOUN
6w924b3209b	2	26	to	to	ADP
6w924b3209b	2	27	hardware	hardware	NOUN
6w924b3209b	2	28	,	,	PUNCT
6w924b3209b	2	29	software	software	NOUN
6w924b3209b	2	30	,	,	PUNCT
6w924b3209b	2	31	or	or	CCONJ
6w924b3209b	2	32	simply	simply	ADV
6w924b3209b	2	33	timing	time	VERB
6w924b3209b	2	34	.	.	PUNCT
6w924b3209b	3	1	however	however	ADV
6w924b3209b	3	2	,	,	PUNCT
6w924b3209b	3	3	implicit	implicit	ADJ
6w924b3209b	3	4	dependencies	dependency	NOUN
6w924b3209b	3	5	on	on	ADP
6w924b3209b	3	6	data	datum	NOUN
6w924b3209b	3	7	and	and	CCONJ
6w924b3209b	3	8	execution	execution	NOUN
6w924b3209b	3	9	environment	environment	NOUN
6w924b3209b	3	10	,	,	PUNCT
6w924b3209b	3	11	coupled	couple	VERB
6w924b3209b	3	12	with	with	ADP
6w924b3209b	3	13	ambiguous	ambiguous	ADJ
6w924b3209b	3	14	definitions	definition	NOUN
6w924b3209b	3	15	of	of	ADP
6w924b3209b	3	16	identity	identity	NOUN
6w924b3209b	3	17	and	and	CCONJ
6w924b3209b	3	18	equivalence	equivalence	NOUN
6w924b3209b	3	19	throughout	throughout	ADP
6w924b3209b	3	20	the	the	DET
6w924b3209b	3	21	process	process	NOUN
6w924b3209b	3	22	,	,	PUNCT
6w924b3209b	3	23	make	make	VERB
6w924b3209b	3	24	reproducibility	reproducibility	NOUN
6w924b3209b	3	25	rarely	rarely	ADV
6w924b3209b	3	26	possible	possible	ADJ
6w924b3209b	3	27	.	.	PUNCT
6w924b3209b	4	1	to	to	PART
6w924b3209b	4	2	address	address	VERB
6w924b3209b	4	3	this	this	DET
6w924b3209b	4	4	problem	problem	NOUN
6w924b3209b	4	5	,	,	PUNCT
6w924b3209b	4	6	i	i	PRON
6w924b3209b	4	7	created	create	VERB
6w924b3209b	4	8	prune	prune	NOUN
6w924b3209b	4	9	,	,	PUNCT
6w924b3209b	4	10	the	the	DET
6w924b3209b	4	11	preserving	preserve	VERB
6w924b3209b	4	12	run	run	NOUN
6w924b3209b	4	13	environment	environment	NOUN
6w924b3209b	4	14	.	.	PUNCT
6w924b3209b	5	1	in	in	ADP
6w924b3209b	5	2	prune	prune	NOUN
6w924b3209b	5	3	,	,	PUNCT
6w924b3209b	5	4	every	every	DET
6w924b3209b	5	5	task	task	NOUN
6w924b3209b	5	6	to	to	PART
6w924b3209b	5	7	be	be	AUX
6w924b3209b	5	8	executed	execute	VERB
6w924b3209b	5	9	is	be	AUX
6w924b3209b	5	10	wrapped	wrap	VERB
6w924b3209b	5	11	in	in	ADP
6w924b3209b	5	12	a	a	DET
6w924b3209b	5	13	functional	functional	ADJ
6w924b3209b	5	14	interface	interface	NOUN
6w924b3209b	5	15	and	and	CCONJ
6w924b3209b	5	16	coupled	couple	VERB
6w924b3209b	5	17	with	with	ADP
6w924b3209b	5	18	a	a	DET
6w924b3209b	5	19	strictly	strictly	ADV
6w924b3209b	5	20	defined	define	VERB
6w924b3209b	5	21	environment	environment	NOUN
6w924b3209b	5	22	.	.	PUNCT
6w924b3209b	6	1	with	with	ADP
6w924b3209b	6	2	this	this	DET
6w924b3209b	6	3	information	information	NOUN
6w924b3209b	6	4	prune	prune	NOUN
6w924b3209b	6	5	can	can	AUX
6w924b3209b	6	6	directly	directly	ADV
6w924b3209b	6	7	execute	execute	VERB
6w924b3209b	6	8	each	each	DET
6w924b3209b	6	9	task	task	NOUN
6w924b3209b	6	10	.	.	PUNCT
6w924b3209b	7	1	as	as	SCONJ
6w924b3209b	7	2	a	a	DET
6w924b3209b	7	3	scientific	scientific	ADJ
6w924b3209b	7	4	workflow	workflow	NOUN
6w924b3209b	7	5	evolves	evolve	VERB
6w924b3209b	7	6	in	in	ADP
6w924b3209b	7	7	prune	prune	NOUN
6w924b3209b	7	8	,	,	PUNCT
6w924b3209b	7	9	a	a	DET
6w924b3209b	7	10	growing	grow	VERB
6w924b3209b	7	11	but	but	CCONJ
6w924b3209b	7	12	immutable	immutable	ADJ
6w924b3209b	7	13	tree	tree	NOUN
6w924b3209b	7	14	of	of	ADP
6w924b3209b	7	15	derived	derived	ADJ
6w924b3209b	7	16	data	datum	NOUN
6w924b3209b	7	17	is	be	AUX
6w924b3209b	7	18	created	create	VERB
6w924b3209b	7	19	.	.	PUNCT
6w924b3209b	8	1	the	the	DET
6w924b3209b	8	2	provenance	provenance	NOUN
6w924b3209b	8	3	of	of	ADP
6w924b3209b	8	4	every	every	DET
6w924b3209b	8	5	item	item	NOUN
6w924b3209b	8	6	in	in	ADP
6w924b3209b	8	7	the	the	DET
6w924b3209b	8	8	system	system	NOUN
6w924b3209b	8	9	can	can	AUX
6w924b3209b	8	10	be	be	AUX
6w924b3209b	8	11	precisely	precisely	ADV
6w924b3209b	8	12	described	describe	VERB
6w924b3209b	8	13	,	,	PUNCT
6w924b3209b	8	14	facilitating	facilitate	VERB
6w924b3209b	8	15	sharing	sharing	NOUN
6w924b3209b	8	16	and	and	CCONJ
6w924b3209b	8	17	modification	modification	NOUN
6w924b3209b	8	18	between	between	ADP
6w924b3209b	8	19	collaborating	collaborate	VERB
6w924b3209b	8	20	researchers	researcher	NOUN
6w924b3209b	8	21	,	,	PUNCT
6w924b3209b	8	22	along	along	ADP
6w924b3209b	8	23	with	with	ADP
6w924b3209b	8	24	efficient	efficient	ADJ
6w924b3209b	8	25	management	management	NOUN
6w924b3209b	8	26	of	of	ADP
6w924b3209b	8	27	limited	limited	ADJ
6w924b3209b	8	28	storage	storage	NOUN
6w924b3209b	8	29	space	space	NOUN
6w924b3209b	8	30	.	.	PUNCT
6w924b3209b	9	1	i	i	PRON
6w924b3209b	9	2	show	show	VERB
6w924b3209b	9	3	that	that	SCONJ
6w924b3209b	9	4	with	with	ADP
6w924b3209b	9	5	a	a	DET
6w924b3209b	9	6	minimal	minimal	ADJ
6w924b3209b	9	7	amount	amount	NOUN
6w924b3209b	9	8	of	of	ADP
6w924b3209b	9	9	overhead	overhead	NOUN
6w924b3209b	9	10	,	,	PUNCT
6w924b3209b	9	11	these	these	DET
6w924b3209b	9	12	capabilities	capability	NOUN
6w924b3209b	9	13	can	can	AUX
6w924b3209b	9	14	be	be	AUX
6w924b3209b	9	15	available	available	ADJ
6w924b3209b	9	16	for	for	ADP
6w924b3209b	9	17	large	large	ADJ
6w924b3209b	9	18	scale	scale	NOUN
6w924b3209b	9	19	and	and	CCONJ
6w924b3209b	9	20	complex	complex	ADJ
6w924b3209b	9	21	workflows	workflow	NOUN
6w924b3209b	9	22	,	,	PUNCT
6w924b3209b	9	23	such	such	ADJ
6w924b3209b	9	24	as	as	ADP
6w924b3209b	9	25	an	an	DET
6w924b3209b	9	26	analysis	analysis	NOUN
6w924b3209b	9	27	of	of	ADP
6w924b3209b	9	28	high	high	ADJ
6w924b3209b	9	29	-	-	PUNCT
6w924b3209b	9	30	energy	energy	NOUN
6w924b3209b	9	31	physics	physics	NOUN
6w924b3209b	9	32	data	datum	NOUN
6w924b3209b	9	33	,	,	PUNCT
6w924b3209b	9	34	a	a	DET
6w924b3209b	9	35	bio	bio	NOUN
6w924b3209b	9	36	-	-	ADJ
6w924b3209b	9	37	informatics	informatic	NOUN
6w924b3209b	9	38	application	application	NOUN
6w924b3209b	9	39	,	,	PUNCT
6w924b3209b	9	40	and	and	CCONJ
6w924b3209b	9	41	processing	processing	NOUN
6w924b3209b	9	42	of	of	ADP
6w924b3209b	9	43	u.s	u.s	PROPN
6w924b3209b	9	44	.	.	PROPN
6w924b3209b	9	45	census	census	PROPN
6w924b3209b	9	46	data	datum	NOUN
6w924b3209b	9	47	.	.	PUNCT
6w924b3209b	10	1	prune	prune	NOUN
6w924b3209b	10	2	also	also	ADV
6w924b3209b	10	3	minimizes	minimize	VERB
6w924b3209b	10	4	the	the	DET
6w924b3209b	10	5	cost	cost	NOUN
6w924b3209b	10	6	of	of	ADP
6w924b3209b	10	7	collaborative	collaborative	ADJ
6w924b3209b	10	8	development	development	NOUN
6w924b3209b	10	9	of	of	ADP
6w924b3209b	10	10	computational	computational	ADJ
6w924b3209b	10	11	science	science	NOUN
6w924b3209b	10	12	.	.	PUNCT