id	sid	tid	token	lemma	pos
crl-16846	1	1	2	2	NUM
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	lie	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	PROPN
crl-16846	5	21	neuroscience,4	neuroscience,4	NOUN
crl-16846	5	22	drug	drug	NOUN
crl-16846	5	23	development,5	development,5	NOUN
crl-16846	5	24	chemistry,6	chemistry,6	PART
crl-16846	5	25	climate	climate	NOUN
crl-16846	5	26	science,7	science,7	NOUN
crl-16846	5	27	economics,8	economics,8	VERB
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	PROPN
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	ADV
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	SCONJ
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	PROPN
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	ioannidis	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	test	VERB
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	high	ADJ
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	retracted	ADJ
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	NOUN
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	ADJ
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	canvassing	NOUN
crl-16846	12	25	and	and	CCONJ
crl-16846	12	26	gay	gay	NOUN
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	PROPN
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	NOUN
crl-16846	12	43	,	,	PUNCT
crl-16846	12	44	and	and	CCONJ
crl-16846	12	45	yap	yap	NOUN
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	ADJ
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	te	VERB
crl-16846	12	59	talk,16	talk,16	NUM
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	NOUN
crl-16846	12	84	/	/	SYM
crl-16846	12	85	crl.79.1.2	crl.79.1.2	NOUN
crl-16846	12	86	https://doi.org/10.5860/crl.79.1.2	https://doi.org/10.5860/crl.79.1.2	PROPN
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	VERB
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	PRON
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	ioannidis	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	standardized	ADJ
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	PROPN
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	15	2	one	one	NUM
crl-16846	15	3	succinct	succinct	ADJ
crl-16846	15	4	definition	definition	NOUN
crl-16846	15	5	was	be	AUX
crl-16846	15	6	proposed	propose	VERB
crl-16846	15	7	by	by	ADP
crl-16846	15	8	national	national	PROPN
crl-16846	15	9	science	science	PROPN
crl-16846	15	10	foundation	foundation	PROPN
crl-16846	15	11	’s	’s	PART
crl-16846	15	12	(	(	PUNCT
crl-16846	15	13	nsf	nsf	NOUN
crl-16846	15	14	)	)	PUNCT
crl-16846	15	15	social	social	ADJ
crl-16846	15	16	,	,	PUNCT
crl-16846	15	17	behavioral	behavioral	ADJ
crl-16846	15	18	and	and	CCONJ
crl-16846	15	19	economic	economic	ADJ
crl-16846	15	20	(	(	PUNCT
crl-16846	15	21	sbe	sbe	PROPN
crl-16846	15	22	)	)	PUNCT
crl-16846	15	23	division	division	NOUN
crl-16846	15	24	subcommittee	subcommittee	NOUN
crl-16846	15	25	on	on	ADP
crl-16846	15	26	replicable	replicable	ADJ
crl-16846	15	27	science	science	NOUN
crl-16846	15	28	.	.	PUNCT
crl-16846	16	1	in	in	ADP
crl-16846	16	2	a	a	DET
crl-16846	16	3	report	report	NOUN
crl-16846	16	4	on	on	ADP
crl-16846	16	5	how	how	SCONJ
crl-16846	16	6	to	to	PART
crl-16846	16	7	promote	promote	VERB
crl-16846	16	8	robust	robust	ADJ
crl-16846	16	9	research	research	NOUN
crl-16846	16	10	practices	practice	NOUN
crl-16846	16	11	,	,	PUNCT
crl-16846	16	12	they	they	PRON
crl-16846	16	13	define	define	VERB
crl-16846	16	14	reproducibility	reproducibility	NOUN
crl-16846	16	15	as	as	ADP
crl-16846	16	16	“	"	PUNCT
crl-16846	16	17	the	the	DET
crl-16846	16	18	ability	ability	NOUN
crl-16846	16	19	of	of	ADP
crl-16846	16	20	a	a	DET
crl-16846	16	21	researcher	researcher	NOUN
crl-16846	16	22	to	to	PART
crl-16846	16	23	duplicate	duplicate	VERB
crl-16846	16	24	the	the	DET
crl-16846	16	25	results	result	NOUN
crl-16846	16	26	of	of	ADP
crl-16846	16	27	a	a	DET
crl-16846	16	28	prior	prior	ADJ
crl-16846	16	29	study	study	NOUN
crl-16846	16	30	using	use	VERB
crl-16846	16	31	the	the	DET
crl-16846	16	32	same	same	ADJ
crl-16846	16	33	materials	material	NOUN
crl-16846	16	34	and	and	CCONJ
crl-16846	16	35	procedures	procedure	NOUN
crl-16846	16	36	[	[	X
crl-16846	16	37	emphasis	emphasis	NOUN
crl-16846	16	38	added	add	VERB
crl-16846	16	39	]	]	PUNCT
crl-16846	16	40	as	as	SCONJ
crl-16846	16	41	were	be	AUX
crl-16846	16	42	used	use	VERB
crl-16846	16	43	by	by	ADP
crl-16846	16	44	the	the	DET
crl-16846	16	45	original	original	ADJ
crl-16846	16	46	investigator	investigator	NOUN
crl-16846	16	47	.	.	PUNCT
crl-16846	17	1	”23	”23	PROPN
crl-16846	17	2	according	accord	VERB
crl-16846	17	3	to	to	ADP
crl-16846	17	4	this	this	DET
crl-16846	17	5	definition	definition	NOUN
crl-16846	17	6	,	,	PUNCT
crl-16846	17	7	reproducibility	reproducibility	NOUN
crl-16846	17	8	uses	use	VERB
crl-16846	17	9	the	the	DET
crl-16846	17	10	same	same	ADJ
crl-16846	17	11	methods	method	NOUN
crl-16846	17	12	and	and	CCONJ
crl-16846	17	13	data	datum	NOUN
crl-16846	17	14	to	to	PART
crl-16846	17	15	confirm	confirm	VERB
crl-16846	17	16	the	the	DET
crl-16846	17	17	results	result	NOUN
crl-16846	17	18	of	of	ADP
crl-16846	17	19	an	an	DET
crl-16846	17	20	experiment	experiment	NOUN
crl-16846	17	21	.	.	PUNCT
crl-16846	18	1	the	the	DET
crl-16846	18	2	sbe	sbe	PROPN
crl-16846	18	3	defines	define	VERB
crl-16846	18	4	replicability	replicability	NOUN
crl-16846	18	5	as	as	ADP
crl-16846	18	6	“	"	PUNCT
crl-16846	18	7	the	the	DET
crl-16846	18	8	ability	ability	NOUN
crl-16846	18	9	of	of	ADP
crl-16846	18	10	a	a	DET
crl-16846	18	11	researcher	researcher	NOUN
crl-16846	18	12	to	to	PART
crl-16846	18	13	duplicate	duplicate	VERB
crl-16846	18	14	the	the	DET
crl-16846	18	15	results	result	NOUN
crl-16846	18	16	of	of	ADP
crl-16846	18	17	a	a	DET
crl-16846	18	18	prior	prior	ADJ
crl-16846	18	19	study	study	NOUN
crl-16846	18	20	if	if	SCONJ
crl-16846	18	21	the	the	DET
crl-16846	18	22	same	same	ADJ
crl-16846	18	23	procedures	procedure	NOUN
crl-16846	18	24	are	be	AUX
crl-16846	18	25	followed	follow	VERB
crl-16846	18	26	but	but	CCONJ
crl-16846	18	27	new	new	ADJ
crl-16846	18	28	data	datum	NOUN
crl-16846	18	29	are	be	AUX
crl-16846	18	30	collected	collect	VERB
crl-16846	18	31	[	[	PUNCT
crl-16846	18	32	emphasis	emphasis	NOUN
crl-16846	18	33	added].”24	added].”24	VERB
crl-16846	18	34	thus	thus	ADV
crl-16846	18	35	,	,	PUNCT
crl-16846	18	36	replicability	replicability	NOUN
crl-16846	18	37	goes	go	VERB
crl-16846	18	38	a	a	DET
crl-16846	18	39	step	step	NOUN
crl-16846	18	40	further	far	ADV
crl-16846	18	41	,	,	PUNCT
crl-16846	18	42	gathering	gather	VERB
crl-16846	18	43	new	new	ADJ
crl-16846	18	44	data	datum	NOUN
crl-16846	18	45	to	to	PART
crl-16846	18	46	confirm	confirm	VERB
crl-16846	18	47	an	an	DET
crl-16846	18	48	earlier	early	ADJ
crl-16846	18	49	finding	finding	NOUN
crl-16846	18	50	.	.	PUNCT
crl-16846	19	1	leek	leek	NOUN
crl-16846	19	2	and	and	CCONJ
crl-16846	19	3	jager	jager	NOUN
crl-16846	19	4	also	also	ADV
crl-16846	19	5	reinforce	reinforce	VERB
crl-16846	19	6	this	this	DET
crl-16846	19	7	definition	definition	NOUN
crl-16846	19	8	,	,	PUNCT
crl-16846	19	9	noting	note	VERB
crl-16846	19	10	that	that	SCONJ
crl-16846	19	11	“	"	PUNCT
crl-16846	19	12	[	[	X
crl-16846	19	13	a	a	X
crl-16846	19	14	]	]	X
crl-16846	19	15	study	study	NOUN
crl-16846	19	16	is	be	AUX
crl-16846	19	17	reproducible	reproducible	ADJ
crl-16846	19	18	if	if	SCONJ
crl-16846	19	19	all	all	PRON
crl-16846	19	20	of	of	ADP
crl-16846	19	21	the	the	DET
crl-16846	19	22	code	code	NOUN
crl-16846	19	23	and	and	CCONJ
crl-16846	19	24	data	datum	NOUN
crl-16846	19	25	used	use	VERB
crl-16846	19	26	to	to	PART
crl-16846	19	27	generate	generate	VERB
crl-16846	19	28	the	the	DET
crl-16846	19	29	numbers	number	NOUN
crl-16846	19	30	and	and	CCONJ
crl-16846	19	31	figures	figure	NOUN
crl-16846	19	32	in	in	ADP
crl-16846	19	33	the	the	DET
crl-16846	19	34	paper	paper	NOUN
crl-16846	19	35	are	be	AUX
crl-16846	19	36	available	available	ADJ
crl-16846	19	37	and	and	CCONJ
crl-16846	19	38	exactly	exactly	ADV
crl-16846	19	39	produce	produce	VERB
crl-16846	19	40	the	the	DET
crl-16846	19	41	published	publish	VERB
crl-16846	19	42	results	result	NOUN
crl-16846	19	43	.	.	PUNCT
crl-16846	20	1	”25	”25	ADJ
crl-16846	20	2	broman	broman	NOUN
crl-16846	20	3	et	et	PROPN
crl-16846	20	4	al	al	PROPN
crl-16846	20	5	.	.	PROPN
crl-16846	21	1	point	point	VERB
crl-16846	21	2	out	out	ADP
crl-16846	21	3	that	that	SCONJ
crl-16846	21	4	this	this	PRON
crl-16846	21	5	means	mean	VERB
crl-16846	21	6	reproducibility	reproducibility	NOUN
crl-16846	21	7	“	"	PUNCT
crl-16846	21	8	is	be	AUX
crl-16846	21	9	the	the	DET
crl-16846	21	10	only	only	ADJ
crl-16846	21	11	thing	thing	NOUN
crl-16846	21	12	that	that	PRON
crl-16846	21	13	can	can	AUX
crl-16846	21	14	be	be	AUX
crl-16846	21	15	effectively	effectively	ADV
crl-16846	21	16	guaranteed	guarantee	VERB
crl-16846	21	17	in	in	ADP
crl-16846	21	18	a	a	DET
crl-16846	21	19	published	publish	VERB
crl-16846	21	20	study	study	NOUN
crl-16846	21	21	.	.	PUNCT
crl-16846	22	1	whether	whether	SCONJ
crl-16846	22	2	any	any	DET
crl-16846	22	3	claimed	claim	VERB
crl-16846	22	4	findings	finding	NOUN
crl-16846	22	5	are	be	AUX
crl-16846	22	6	indeed	indeed	ADV
crl-16846	22	7	true	true	ADJ
crl-16846	22	8	or	or	CCONJ
crl-16846	22	9	false	false	ADJ
crl-16846	22	10	can	can	AUX
crl-16846	22	11	only	only	ADV
crl-16846	22	12	be	be	AUX
crl-16846	22	13	confirmed	confirm	VERB
crl-16846	22	14	via	via	ADP
crl-16846	22	15	additional	additional	ADJ
crl-16846	22	16	studies	study	NOUN
crl-16846	22	17	,	,	PUNCT
crl-16846	22	18	but	but	CCONJ
crl-16846	22	19	reproducibility	reproducibility	NOUN
crl-16846	22	20	can	can	AUX
crl-16846	22	21	be	be	AUX
crl-16846	22	22	confirmed	confirm	VERB
crl-16846	22	23	immediately	immediately	ADV
crl-16846	22	24	.	.	PUNCT
crl-16846	23	1	”26	”26	VERB
crl-16846	23	2	generally	generally	ADV
crl-16846	23	3	,	,	PUNCT
crl-16846	23	4	the	the	DET
crl-16846	23	5	term	term	NOUN
crl-16846	23	6	“	"	PUNCT
crl-16846	23	7	reproducibility	reproducibility	NOUN
crl-16846	23	8	”	"	PUNCT
crl-16846	23	9	has	have	AUX
crl-16846	23	10	stood	stand	VERB
crl-16846	23	11	in	in	ADP
crl-16846	23	12	for	for	ADP
crl-16846	23	13	both	both	CCONJ
crl-16846	23	14	the	the	DET
crl-16846	23	15	concepts	concept	NOUN
crl-16846	23	16	of	of	ADP
crl-16846	23	17	reproducibility	reproducibility	NOUN
crl-16846	23	18	and	and	CCONJ
crl-16846	23	19	replicability	replicability	NOUN
crl-16846	23	20	.	.	PUNCT
crl-16846	24	1	even	even	ADV
crl-16846	24	2	the	the	DET
crl-16846	24	3	open	open	ADJ
crl-16846	24	4	science	science	NOUN
crl-16846	24	5	collaboration	collaboration	NOUN
crl-16846	24	6	’s	’s	PART
crl-16846	24	7	reproducibility	reproducibility	NOUN
crl-16846	24	8	project	project	NOUN
crl-16846	24	9	,	,	PUNCT
crl-16846	24	10	perhaps	perhaps	ADV
crl-16846	24	11	the	the	DET
crl-16846	24	12	best	well	ADV
crl-16846	24	13	known	know	VERB
crl-16846	24	14	attempt	attempt	NOUN
crl-16846	24	15	at	at	ADP
crl-16846	24	16	replication	replication	NOUN
crl-16846	24	17	,	,	PUNCT
crl-16846	24	18	used	use	VERB
crl-16846	24	19	the	the	DET
crl-16846	24	20	term	term	NOUN
crl-16846	24	21	reproducibility	reproducibility	NOUN
crl-16846	24	22	in	in	ADP
crl-16846	24	23	the	the	DET
crl-16846	24	24	title	title	NOUN
crl-16846	24	25	.	.	PUNCT
crl-16846	25	1	this	this	DET
crl-16846	25	2	article	article	NOUN
crl-16846	25	3	will	will	AUX
crl-16846	25	4	focus	focus	VERB
crl-16846	25	5	primarily	primarily	ADV
crl-16846	25	6	on	on	ADP
crl-16846	25	7	reproducibility	reproducibility	NOUN
crl-16846	25	8	as	as	ADP
crl-16846	25	9	defined	define	VERB
crl-16846	25	10	above	above	ADV
crl-16846	25	11	,	,	PUNCT
crl-16846	25	12	with	with	ADP
crl-16846	25	13	the	the	DET
crl-16846	25	14	understanding	understanding	NOUN
crl-16846	25	15	that	that	PRON
crl-16846	25	16	measures	measure	NOUN
crl-16846	25	17	that	that	PRON
crl-16846	25	18	improve	improve	VERB
crl-16846	25	19	reproducibility	reproducibility	NOUN
crl-16846	25	20	are	be	AUX
crl-16846	25	21	a	a	DET
crl-16846	25	22	prerequisite	prerequisite	NOUN
crl-16846	25	23	for	for	ADP
crl-16846	25	24	improving	improve	VERB
crl-16846	25	25	replicability	replicability	NOUN
crl-16846	25	26	.	.	PUNCT
crl-16846	26	1	guidelines	guideline	NOUN
crl-16846	26	2	to	to	PART
crl-16846	26	3	address	address	VERB
crl-16846	26	4	the	the	DET
crl-16846	26	5	reproducibility	reproducibility	NOUN
crl-16846	26	6	crisis	crisis	NOUN
crl-16846	26	7	,	,	PUNCT
crl-16846	26	8	many	many	ADJ
crl-16846	26	9	stakeholders	stakeholder	NOUN
crl-16846	26	10	,	,	PUNCT
crl-16846	26	11	including	include	VERB
crl-16846	26	12	funders	funder	NOUN
crl-16846	26	13	,	,	PUNCT
crl-16846	26	14	journals	journal	NOUN
crl-16846	26	15	,	,	PUNCT
crl-16846	26	16	scientific	scientific	ADJ
crl-16846	26	17	societies	society	NOUN
crl-16846	26	18	,	,	PUNCT
crl-16846	26	19	institutions	institution	NOUN
crl-16846	26	20	,	,	PUNCT
crl-16846	26	21	and	and	CCONJ
crl-16846	26	22	individual	individual	ADJ
crl-16846	26	23	researchers	researcher	NOUN
crl-16846	26	24	,	,	PUNCT
crl-16846	26	25	have	have	AUX
crl-16846	26	26	developed	develop	VERB
crl-16846	26	27	reproducibility	reproducibility	NOUN
crl-16846	26	28	guidelines	guideline	NOUN
crl-16846	26	29	and	and	CCONJ
crl-16846	26	30	recommendations	recommendation	NOUN
crl-16846	26	31	.	.	PUNCT
crl-16846	27	1	a	a	DET
crl-16846	27	2	review	review	NOUN
crl-16846	27	3	of	of	ADP
crl-16846	27	4	the	the	DET
crl-16846	27	5	recommendations	recommendation	NOUN
crl-16846	27	6	in	in	ADP
crl-16846	27	7	these	these	DET
crl-16846	27	8	guidelines	guideline	NOUN
crl-16846	27	9	demonstrates	demonstrate	VERB
crl-16846	27	10	that	that	SCONJ
crl-16846	27	11	academic	academic	ADJ
crl-16846	27	12	libraries	library	NOUN
crl-16846	27	13	have	have	VERB
crl-16846	27	14	a	a	DET
crl-16846	27	15	considerable	considerable	ADJ
crl-16846	27	16	role	role	NOUN
crl-16846	27	17	in	in	ADP
crl-16846	27	18	making	make	VERB
crl-16846	27	19	research	research	NOUN
crl-16846	27	20	more	more	ADV
crl-16846	27	21	reproducible	reproducible	ADJ
crl-16846	27	22	.	.	PUNCT
crl-16846	28	1	one	one	NUM
crl-16846	28	2	prominent	prominent	ADJ
crl-16846	28	3	example	example	NOUN
crl-16846	28	4	is	be	AUX
crl-16846	28	5	the	the	DET
crl-16846	28	6	transparency	transparency	NOUN
crl-16846	28	7	and	and	CCONJ
crl-16846	28	8	openness	openness	NOUN
crl-16846	28	9	promotion	promotion	NOUN
crl-16846	28	10	(	(	PUNCT
crl-16846	28	11	top	top	ADJ
crl-16846	28	12	)	)	PUNCT
crl-16846	28	13	guidelines	guideline	NOUN
crl-16846	28	14	,	,	PUNCT
crl-16846	28	15	a	a	DET
crl-16846	28	16	set	set	NOUN
crl-16846	28	17	of	of	ADP
crl-16846	28	18	eight	eight	NUM
crl-16846	28	19	standards	standard	NOUN
crl-16846	28	20	for	for	ADP
crl-16846	28	21	academic	academic	ADJ
crl-16846	28	22	journals	journal	NOUN
crl-16846	28	23	created	create	VERB
crl-16846	28	24	in	in	ADP
crl-16846	28	25	2014	2014	NUM
crl-16846	28	26	by	by	ADP
crl-16846	28	27	the	the	DET
crl-16846	28	28	center	center	NOUN
crl-16846	28	29	for	for	ADP
crl-16846	28	30	open	open	ADJ
crl-16846	28	31	science	science	NOUN
crl-16846	28	32	(	(	PUNCT
crl-16846	28	33	cos	cos	PROPN
crl-16846	28	34	)	)	PUNCT
crl-16846	28	35	,	,	PUNCT
crl-16846	28	36	disciplinary	disciplinary	ADJ
crl-16846	28	37	leaders	leader	NOUN
crl-16846	28	38	,	,	PUNCT
crl-16846	28	39	journal	journal	NOUN
crl-16846	28	40	editors	editor	NOUN
crl-16846	28	41	,	,	PUNCT
crl-16846	28	42	funding	funding	NOUN
crl-16846	28	43	agency	agency	NOUN
crl-16846	28	44	representa4	representa4	PROPN
crl-16846	28	45	 	 	SPACE
crl-16846	28	46	college	college	PROPN
crl-16846	28	47	&	&	CCONJ
crl-16846	28	48	research	research	PROPN
crl-16846	28	49	libraries	library	NOUN
crl-16846	28	50	january	january	PROPN
crl-16846	28	51	2018	2018	NUM
crl-16846	28	52	tives	tive	NOUN
crl-16846	28	53	,	,	PUNCT
crl-16846	28	54	and	and	CCONJ
crl-16846	28	55	disciplinary	disciplinary	ADJ
crl-16846	28	56	experts.27	experts.27	PROPN
crl-16846	28	57	the	the	DET
crl-16846	28	58	center	center	NOUN
crl-16846	28	59	for	for	ADP
crl-16846	28	60	open	open	ADJ
crl-16846	28	61	science	science	NOUN
crl-16846	28	62	is	be	AUX
crl-16846	28	63	a	a	DET
crl-16846	28	64	nonprofit	nonprofit	NOUN
crl-16846	28	65	started	start	VERB
crl-16846	28	66	in	in	ADP
crl-16846	28	67	2013	2013	NUM
crl-16846	28	68	with	with	ADP
crl-16846	28	69	a	a	DET
crl-16846	28	70	goal	goal	NOUN
crl-16846	28	71	“	"	PUNCT
crl-16846	28	72	to	to	PART
crl-16846	28	73	increase	increase	VERB
crl-16846	28	74	openness	openness	NOUN
crl-16846	28	75	,	,	PUNCT
crl-16846	28	76	integrity	integrity	NOUN
crl-16846	28	77	,	,	PUNCT
crl-16846	28	78	and	and	CCONJ
crl-16846	28	79	reproducibility	reproducibility	NOUN
crl-16846	28	80	of	of	ADP
crl-16846	28	81	research	research	NOUN
crl-16846	28	82	.	.	PUNCT
crl-16846	29	1	”28	”28	VERB
crl-16846	29	2	the	the	DET
crl-16846	29	3	guidelines	guideline	NOUN
crl-16846	29	4	are	be	AUX
crl-16846	29	5	meant	mean	VERB
crl-16846	29	6	to	to	PART
crl-16846	29	7	be	be	AUX
crl-16846	29	8	flexible	flexible	ADJ
crl-16846	29	9	enough	enough	ADV
crl-16846	29	10	to	to	PART
crl-16846	29	11	be	be	AUX
crl-16846	29	12	applied	apply	VERB
crl-16846	29	13	across	across	ADP
crl-16846	29	14	disciplines	discipline	NOUN
crl-16846	29	15	,	,	PUNCT
crl-16846	29	16	and	and	CCONJ
crl-16846	29	17	each	each	DET
crl-16846	29	18	standard	standard	NOUN
crl-16846	29	19	can	can	AUX
crl-16846	29	20	be	be	AUX
crl-16846	29	21	implemented	implement	VERB
crl-16846	29	22	at	at	ADP
crl-16846	29	23	one	one	NUM
crl-16846	29	24	of	of	ADP
crl-16846	29	25	three	three	NUM
crl-16846	29	26	levels	level	NOUN
crl-16846	29	27	:	:	PUNCT
crl-16846	29	28	1	1	NUM
crl-16846	29	29	)	)	PUNCT
crl-16846	29	30	disclosure	disclosure	NOUN
crl-16846	29	31	,	,	PUNCT
crl-16846	29	32	2	2	X
crl-16846	29	33	)	)	PUNCT
crl-16846	29	34	mandating	mandate	VERB
crl-16846	29	35	,	,	PUNCT
crl-16846	29	36	or	or	CCONJ
crl-16846	29	37	3	3	X
crl-16846	29	38	)	)	PUNCT
crl-16846	29	39	verification	verification	NOUN
crl-16846	29	40	.	.	PUNCT
crl-16846	30	1	for	for	ADP
crl-16846	30	2	example	example	NOUN
crl-16846	30	3	,	,	PUNCT
crl-16846	30	4	for	for	ADP
crl-16846	30	5	the	the	DET
crl-16846	30	6	“	"	PUNCT
crl-16846	30	7	data	data	NOUN
crl-16846	30	8	transparency	transparency	NOUN
crl-16846	30	9	”	"	PUNCT
crl-16846	30	10	standard	standard	NOUN
crl-16846	30	11	,	,	PUNCT
crl-16846	30	12	the	the	DET
crl-16846	30	13	first	first	ADJ
crl-16846	30	14	level	level	NOUN
crl-16846	30	15	would	would	AUX
crl-16846	30	16	require	require	VERB
crl-16846	30	17	that	that	SCONJ
crl-16846	30	18	authors	author	NOUN
crl-16846	30	19	state	state	VERB
crl-16846	30	20	whether	whether	SCONJ
crl-16846	30	21	the	the	DET
crl-16846	30	22	underlying	underlie	VERB
crl-16846	30	23	data	datum	NOUN
crl-16846	30	24	are	be	AUX
crl-16846	30	25	available	available	ADJ
crl-16846	30	26	,	,	PUNCT
crl-16846	30	27	the	the	DET
crl-16846	30	28	second	second	ADJ
crl-16846	30	29	level	level	NOUN
crl-16846	30	30	would	would	AUX
crl-16846	30	31	mandate	mandate	VERB
crl-16846	30	32	that	that	SCONJ
crl-16846	30	33	data	datum	NOUN
crl-16846	30	34	be	be	AUX
crl-16846	30	35	shared	share	VERB
crl-16846	30	36	,	,	PUNCT
crl-16846	30	37	and	and	CCONJ
crl-16846	30	38	the	the	DET
crl-16846	30	39	third	third	ADJ
crl-16846	30	40	level	level	NOUN
crl-16846	30	41	would	would	AUX
crl-16846	30	42	include	include	VERB
crl-16846	30	43	the	the	DET
crl-16846	30	44	journal	journal	NOUN
crl-16846	30	45	verifying	verify	VERB
crl-16846	30	46	that	that	SCONJ
crl-16846	30	47	the	the	DET
crl-16846	30	48	data	datum	NOUN
crl-16846	30	49	have	have	AUX
crl-16846	30	50	been	be	AUX
crl-16846	30	51	made	make	VERB
crl-16846	30	52	available	available	ADJ
crl-16846	30	53	.	.	PUNCT
crl-16846	31	1	this	this	DET
crl-16846	31	2	modular	modular	ADJ
crl-16846	31	3	framework	framework	NOUN
crl-16846	31	4	recognizes	recognize	VERB
crl-16846	31	5	that	that	SCONJ
crl-16846	31	6	there	there	PRON
crl-16846	31	7	are	be	VERB
crl-16846	31	8	different	different	ADJ
crl-16846	31	9	disciplinary	disciplinary	ADJ
crl-16846	31	10	norms	norm	NOUN
crl-16846	31	11	for	for	ADP
crl-16846	31	12	transparency	transparency	NOUN
crl-16846	31	13	and	and	CCONJ
crl-16846	31	14	abilities	ability	NOUN
crl-16846	31	15	to	to	PART
crl-16846	31	16	implement	implement	VERB
crl-16846	31	17	change	change	NOUN
crl-16846	31	18	across	across	ADP
crl-16846	31	19	disciplines	discipline	NOUN
crl-16846	31	20	.	.	PUNCT
crl-16846	32	1	as	as	ADP
crl-16846	32	2	of	of	ADP
crl-16846	32	3	october	october	PROPN
crl-16846	32	4	2017	2017	NUM
crl-16846	32	5	,	,	PUNCT
crl-16846	32	6	more	more	ADJ
crl-16846	32	7	than	than	ADP
crl-16846	32	8	5,000	5,000	NUM
crl-16846	32	9	journals	journal	NOUN
crl-16846	32	10	and	and	CCONJ
crl-16846	32	11	societies	society	NOUN
crl-16846	32	12	have	have	AUX
crl-16846	32	13	signed	sign	VERB
crl-16846	32	14	on	on	ADP
crl-16846	32	15	to	to	ADP
crl-16846	32	16	the	the	DET
crl-16846	32	17	top	top	ADJ
crl-16846	32	18	guidelines.29	guidelines.29	NOUN
crl-16846	32	19	in	in	ADP
crl-16846	32	20	september	september	PROPN
crl-16846	32	21	2017	2017	NUM
crl-16846	32	22	,	,	PUNCT
crl-16846	32	23	elsevier	elsevier	PROPN
crl-16846	32	24	announced	announce	VERB
crl-16846	32	25	new	new	ADJ
crl-16846	32	26	data	datum	NOUN
crl-16846	32	27	guidelines	guideline	NOUN
crl-16846	32	28	across	across	ADP
crl-16846	32	29	1,800	1,800	NUM
crl-16846	32	30	journals	journal	NOUN
crl-16846	32	31	that	that	PRON
crl-16846	32	32	align	align	VERB
crl-16846	32	33	with	with	ADP
crl-16846	32	34	the	the	DET
crl-16846	32	35	top	top	ADJ
crl-16846	32	36	guidelines.30	guidelines.30	NOUN
crl-16846	32	37	the	the	DET
crl-16846	32	38	top	top	ADJ
crl-16846	32	39	guidelines	guideline	NOUN
crl-16846	32	40	contain	contain	VERB
crl-16846	32	41	many	many	ADJ
crl-16846	32	42	recommendations	recommendation	NOUN
crl-16846	32	43	that	that	SCONJ
crl-16846	32	44	academic	academic	ADJ
crl-16846	32	45	librarians	librarian	NOUN
crl-16846	32	46	who	who	PRON
crl-16846	32	47	support	support	VERB
crl-16846	32	48	research	research	NOUN
crl-16846	32	49	,	,	PUNCT
crl-16846	32	50	scholarly	scholarly	ADJ
crl-16846	32	51	communication	communication	NOUN
crl-16846	32	52	,	,	PUNCT
crl-16846	32	53	and	and	CCONJ
crl-16846	32	54	research	research	NOUN
crl-16846	32	55	data	datum	NOUN
crl-16846	32	56	management	management	NOUN
crl-16846	32	57	will	will	AUX
crl-16846	32	58	find	find	VERB
crl-16846	32	59	familiar:31	familiar:31	NOUN
crl-16846	33	1	•	•	NOUN
crl-16846	33	2	citation	citation	NOUN
crl-16846	33	3	:	:	PUNCT
crl-16846	33	4	proper	proper	ADJ
crl-16846	33	5	citing	citing	NOUN
crl-16846	33	6	of	of	ADP
crl-16846	33	7	data	datum	NOUN
crl-16846	33	8	,	,	PUNCT
crl-16846	33	9	code	code	NOUN
crl-16846	33	10	,	,	PUNCT
crl-16846	33	11	and	and	CCONJ
crl-16846	33	12	materials	material	NOUN
crl-16846	33	13	and	and	CCONJ
crl-16846	33	14	the	the	DET
crl-16846	33	15	recognition	recognition	NOUN
crl-16846	33	16	of	of	ADP
crl-16846	33	17	these	these	DET
crl-16846	33	18	products	product	NOUN
crl-16846	33	19	as	as	ADP
crl-16846	33	20	legitimate	legitimate	ADJ
crl-16846	33	21	intellectual	intellectual	ADJ
crl-16846	33	22	contributions	contribution	NOUN
crl-16846	33	23	to	to	ADP
crl-16846	33	24	science	science	NOUN
crl-16846	33	25	.	.	PUNCT
crl-16846	34	1	(	(	PUNCT
crl-16846	34	2	standard	standard	NOUN
crl-16846	34	3	1	1	NUM
crl-16846	34	4	)	)	PUNCT
crl-16846	34	5	•	•	NUM
crl-16846	35	1	data	datum	NOUN
crl-16846	35	2	transparency	transparency	NOUN
crl-16846	35	3	,	,	PUNCT
crl-16846	35	4	analytic	analytic	ADJ
crl-16846	35	5	methods	method	NOUN
crl-16846	35	6	(	(	PUNCT
crl-16846	35	7	code	code	NOUN
crl-16846	35	8	)	)	PUNCT
crl-16846	35	9	transparency	transparency	NOUN
crl-16846	35	10	,	,	PUNCT
crl-16846	35	11	research	research	NOUN
crl-16846	35	12	materials	material	NOUN
crl-16846	35	13	transparency	transparency	NOUN
crl-16846	35	14	:	:	PUNCT
crl-16846	35	15	these	these	DET
crl-16846	35	16	three	three	NUM
crl-16846	35	17	distinct	distinct	ADJ
crl-16846	35	18	standards	standard	NOUN
crl-16846	35	19	relate	relate	VERB
crl-16846	35	20	to	to	ADP
crl-16846	35	21	the	the	DET
crl-16846	35	22	degree	degree	NOUN
crl-16846	35	23	to	to	PART
crl-16846	35	24	which	which	PRON
crl-16846	35	25	data	data	PROPN
crl-16846	35	26	,	,	PUNCT
crl-16846	35	27	code	code	NOUN
crl-16846	35	28	,	,	PUNCT
crl-16846	35	29	and	and	CCONJ
crl-16846	35	30	research	research	NOUN
crl-16846	35	31	materials	material	NOUN
crl-16846	35	32	are	be	AUX
crl-16846	35	33	made	make	VERB
crl-16846	35	34	available	available	ADJ
crl-16846	35	35	to	to	ADP
crl-16846	35	36	other	other	ADJ
crl-16846	35	37	researchers	researcher	NOUN
crl-16846	35	38	to	to	PART
crl-16846	35	39	enable	enable	VERB
crl-16846	35	40	reproducibility	reproducibility	NOUN
crl-16846	35	41	and	and	CCONJ
crl-16846	35	42	replication	replication	NOUN
crl-16846	35	43	.	.	PUNCT
crl-16846	36	1	(	(	PUNCT
crl-16846	36	2	standard	standard	NOUN
crl-16846	36	3	2	2	NUM
crl-16846	36	4	,	,	PUNCT
crl-16846	36	5	3	3	NUM
crl-16846	36	6	,	,	PUNCT
crl-16846	36	7	4	4	NUM
crl-16846	36	8	)	)	PUNCT
crl-16846	36	9	•	•	NOUN
crl-16846	36	10	design	design	NOUN
crl-16846	36	11	and	and	CCONJ
crl-16846	36	12	analysis	analysis	NOUN
crl-16846	36	13	transparency	transparency	NOUN
crl-16846	36	14	:	:	PUNCT
crl-16846	36	15	this	this	DET
crl-16846	36	16	standard	standard	NOUN
crl-16846	36	17	encourages	encourage	VERB
crl-16846	36	18	authors	author	NOUN
crl-16846	36	19	to	to	PART
crl-16846	36	20	follow	follow	VERB
crl-16846	36	21	explicit	explicit	ADJ
crl-16846	36	22	guidelines	guideline	NOUN
crl-16846	36	23	for	for	ADP
crl-16846	36	24	disclosing	disclose	VERB
crl-16846	36	25	key	key	ADJ
crl-16846	36	26	aspects	aspect	NOUN
crl-16846	36	27	of	of	ADP
crl-16846	36	28	research	research	NOUN
crl-16846	36	29	design	design	NOUN
crl-16846	36	30	and	and	CCONJ
crl-16846	36	31	analysis	analysis	NOUN
crl-16846	36	32	.	.	PUNCT
crl-16846	37	1	for	for	ADP
crl-16846	37	2	example	example	NOUN
crl-16846	37	3	,	,	PUNCT
crl-16846	37	4	the	the	DET
crl-16846	37	5	prisma	prisma	PROPN
crl-16846	37	6	guidelines	guideline	NOUN
crl-16846	37	7	outline	outline	VERB
crl-16846	37	8	explicit	explicit	ADJ
crl-16846	37	9	standards	standard	NOUN
crl-16846	37	10	for	for	ADP
crl-16846	37	11	reporting	report	VERB
crl-16846	37	12	systematic	systematic	ADJ
crl-16846	37	13	review	review	NOUN
crl-16846	37	14	research	research	NOUN
crl-16846	37	15	,	,	PUNCT
crl-16846	37	16	and	and	CCONJ
crl-16846	37	17	the	the	DET
crl-16846	37	18	arrive	arrive	ADJ
crl-16846	37	19	guidelines	guideline	NOUN
crl-16846	37	20	outline	outline	VERB
crl-16846	37	21	similar	similar	ADJ
crl-16846	37	22	standards	standard	NOUN
crl-16846	37	23	for	for	ADP
crl-16846	37	24	reporting	report	VERB
crl-16846	37	25	animal	animal	NOUN
crl-16846	37	26	research	research	NOUN
crl-16846	37	27	.	.	PUNCT
crl-16846	38	1	(	(	PUNCT
crl-16846	38	2	standard	standard	NOUN
crl-16846	38	3	5	5	NUM
crl-16846	38	4	)	)	PUNCT
crl-16846	38	5	•	•	NUM
crl-16846	38	6	preregistration	preregistration	NOUN
crl-16846	38	7	of	of	ADP
crl-16846	38	8	studies	study	NOUN
crl-16846	38	9	,	,	PUNCT
crl-16846	38	10	preregistration	preregistration	NOUN
crl-16846	38	11	of	of	ADP
crl-16846	38	12	analysis	analysis	NOUN
crl-16846	38	13	plans	plan	NOUN
crl-16846	38	14	:	:	PUNCT
crl-16846	38	15	preregistration	preregistration	NOUN
crl-16846	38	16	of	of	ADP
crl-16846	38	17	studies	study	NOUN
crl-16846	38	18	involves	involves	AUX
crl-16846	38	19	publicly	publicly	ADV
crl-16846	38	20	declaring	declare	VERB
crl-16846	38	21	the	the	DET
crl-16846	38	22	research	research	NOUN
crl-16846	38	23	you	you	PRON
crl-16846	38	24	are	be	AUX
crl-16846	38	25	conducting	conduct	VERB
crl-16846	38	26	in	in	ADP
crl-16846	38	27	advance	advance	NOUN
crl-16846	38	28	,	,	PUNCT
crl-16846	38	29	thereby	thereby	ADV
crl-16846	38	30	increasing	increase	VERB
crl-16846	38	31	discovery	discovery	NOUN
crl-16846	38	32	of	of	ADP
crl-16846	38	33	research	research	NOUN
crl-16846	38	34	that	that	PRON
crl-16846	38	35	was	be	AUX
crl-16846	38	36	not	not	PART
crl-16846	38	37	published	publish	VERB
crl-16846	38	38	(	(	PUNCT
crl-16846	38	39	thus	thus	ADV
crl-16846	38	40	addressing	address	VERB
crl-16846	38	41	publication	publication	NOUN
crl-16846	38	42	bias	bias	NOUN
crl-16846	38	43	)	)	PUNCT
crl-16846	38	44	.	.	PUNCT
crl-16846	39	1	preregistration	preregistration	NOUN
crl-16846	39	2	of	of	ADP
crl-16846	39	3	analysis	analysis	NOUN
crl-16846	39	4	plans	plan	NOUN
crl-16846	39	5	goes	go	VERB
crl-16846	39	6	a	a	DET
crl-16846	39	7	step	step	NOUN
crl-16846	39	8	further	far	ADV
crl-16846	39	9	by	by	ADP
crl-16846	39	10	including	include	VERB
crl-16846	39	11	details	detail	NOUN
crl-16846	39	12	about	about	ADP
crl-16846	39	13	planned	planned	ADJ
crl-16846	39	14	analysis	analysis	NOUN
crl-16846	39	15	,	,	PUNCT
crl-16846	39	16	preventing	prevent	VERB
crl-16846	39	17	problems	problem	NOUN
crl-16846	39	18	like	like	ADP
crl-16846	39	19	p	p	NOUN
crl-16846	39	20	-	-	PUNCT
crl-16846	39	21	hacking	hack	VERB
crl-16846	39	22	as	as	ADV
crl-16846	39	23	well	well	ADV
crl-16846	39	24	as	as	ADP
crl-16846	39	25	certifying	certify	VERB
crl-16846	39	26	the	the	DET
crl-16846	39	27	distinction	distinction	NOUN
crl-16846	39	28	between	between	ADP
crl-16846	39	29	confirmatory	confirmatory	NOUN
crl-16846	39	30	and	and	CCONJ
crl-16846	39	31	exploratory	exploratory	ADJ
crl-16846	39	32	research	research	NOUN
crl-16846	39	33	.	.	PUNCT
crl-16846	40	1	(	(	PUNCT
crl-16846	40	2	standard	standard	NOUN
crl-16846	40	3	6	6	NUM
crl-16846	40	4	,	,	PUNCT
crl-16846	40	5	7	7	NUM
crl-16846	40	6	)	)	PUNCT
crl-16846	40	7	•	•	NUM
crl-16846	40	8	replication	replication	NOUN
crl-16846	40	9	:	:	PUNCT
crl-16846	40	10	this	this	DET
crl-16846	40	11	standard	standard	NOUN
crl-16846	40	12	relates	relate	VERB
crl-16846	40	13	to	to	ADP
crl-16846	40	14	the	the	DET
crl-16846	40	15	journal	journal	NOUN
crl-16846	40	16	’s	’s	PART
crl-16846	40	17	willingness	willingness	NOUN
crl-16846	40	18	to	to	PART
crl-16846	40	19	publish	publish	VERB
crl-16846	40	20	direct	direct	ADJ
crl-16846	40	21	replications	replication	NOUN
crl-16846	40	22	of	of	ADP
crl-16846	40	23	studies	study	NOUN
crl-16846	40	24	it	it	PRON
crl-16846	40	25	previously	previously	ADV
crl-16846	40	26	published	publish	VERB
crl-16846	40	27	.	.	PUNCT
crl-16846	41	1	(	(	PUNCT
crl-16846	41	2	standard	standard	PROPN
crl-16846	41	3	8)	8)	NUM
crl-16846	41	4	the	the	DET
crl-16846	41	5	american	american	ADJ
crl-16846	41	6	statistical	statistical	ADJ
crl-16846	41	7	association	association	PROPN
crl-16846	41	8	(	(	PUNCT
crl-16846	41	9	asa	asa	PROPN
crl-16846	41	10	)	)	PUNCT
crl-16846	41	11	has	have	AUX
crl-16846	41	12	developed	develop	VERB
crl-16846	41	13	guidelines	guideline	NOUN
crl-16846	41	14	for	for	ADP
crl-16846	41	15	funding	funding	NOUN
crl-16846	41	16	agencies	agency	NOUN
crl-16846	41	17	,	,	PUNCT
crl-16846	41	18	aimed	aim	VERB
crl-16846	41	19	at	at	ADP
crl-16846	41	20	improving	improve	VERB
crl-16846	41	21	reproducibility.32	reproducibility.32	VERB
crl-16846	41	22	while	while	SCONJ
crl-16846	41	23	these	these	DET
crl-16846	41	24	guidelines	guideline	NOUN
crl-16846	41	25	address	address	NOUN
crl-16846	41	26	funders	funder	NOUN
crl-16846	41	27	,	,	PUNCT
crl-16846	41	28	they	they	PRON
crl-16846	41	29	contain	contain	VERB
crl-16846	41	30	many	many	ADJ
crl-16846	41	31	measures	measure	NOUN
crl-16846	41	32	familiar	familiar	ADJ
crl-16846	41	33	from	from	ADP
crl-16846	41	34	the	the	DET
crl-16846	41	35	top	top	ADJ
crl-16846	41	36	guidelines	guideline	NOUN
crl-16846	41	37	.	.	PUNCT
crl-16846	42	1	the	the	DET
crl-16846	42	2	asa	asa	PROPN
crl-16846	42	3	’s	’s	PART
crl-16846	42	4	recommendations	recommendation	NOUN
crl-16846	42	5	include	include	VERB
crl-16846	42	6	,	,	PUNCT
crl-16846	42	7	among	among	ADP
crl-16846	42	8	other	other	ADJ
crl-16846	42	9	things	thing	NOUN
crl-16846	42	10	,	,	PUNCT
crl-16846	42	11	increasing	increase	VERB
crl-16846	42	12	support	support	NOUN
crl-16846	42	13	for	for	ADP
crl-16846	42	14	the	the	DET
crl-16846	42	15	methodological	methodological	ADJ
crl-16846	42	16	training	training	NOUN
crl-16846	42	17	,	,	PUNCT
crl-16846	42	18	with	with	ADP
crl-16846	42	19	particular	particular	ADJ
crl-16846	42	20	emphasis	emphasis	NOUN
crl-16846	42	21	on	on	ADP
crl-16846	42	22	data	datum	NOUN
crl-16846	42	23	management	management	NOUN
crl-16846	42	24	skills	skill	NOUN
crl-16846	42	25	and	and	CCONJ
crl-16846	42	26	adding	add	VERB
crl-16846	42	27	code	code	NOUN
crl-16846	42	28	management	management	NOUN
crl-16846	42	29	plans	plan	NOUN
crl-16846	42	30	to	to	ADP
crl-16846	42	31	existing	exist	VERB
crl-16846	42	32	requirements	requirement	NOUN
crl-16846	42	33	of	of	ADP
crl-16846	42	34	data	datum	NOUN
crl-16846	42	35	management	management	NOUN
crl-16846	42	36	plans	plan	NOUN
crl-16846	42	37	(	(	PUNCT
crl-16846	42	38	dmps	dmp	NOUN
crl-16846	42	39	)	)	PUNCT
crl-16846	42	40	.	.	PUNCT
crl-16846	43	1	also	also	ADV
crl-16846	43	2	interesting	interesting	ADJ
crl-16846	43	3	for	for	ADP
crl-16846	43	4	librarians	librarian	NOUN
crl-16846	43	5	are	be	AUX
crl-16846	43	6	the	the	DET
crl-16846	43	7	“	"	PUNCT
crl-16846	43	8	principles	principle	NOUN
crl-16846	43	9	”	"	PUNCT
crl-16846	43	10	and	and	CCONJ
crl-16846	43	11	“	"	PUNCT
crl-16846	43	12	observations	observation	NOUN
crl-16846	43	13	”	"	PUNCT
crl-16846	43	14	preamble	preamble	NOUN
crl-16846	43	15	to	to	ADP
crl-16846	43	16	the	the	DET
crl-16846	43	17	asa	asa	PROPN
crl-16846	43	18	’s	’s	PART
crl-16846	43	19	recommendations	recommendation	NOUN
crl-16846	43	20	.	.	PUNCT
crl-16846	44	1	specifically	specifically	ADV
crl-16846	44	2	,	,	PUNCT
crl-16846	44	3	the	the	DET
crl-16846	44	4	principles	principle	NOUN
crl-16846	44	5	recognize	recognize	VERB
crl-16846	44	6	the	the	DET
crl-16846	44	7	importance	importance	NOUN
crl-16846	44	8	of	of	ADP
crl-16846	44	9	using	use	VERB
crl-16846	44	10	open	open	ADJ
crl-16846	44	11	data	datum	NOUN
crl-16846	44	12	whenever	whenever	SCONJ
crl-16846	44	13	possible	possible	ADJ
crl-16846	44	14	,	,	PUNCT
crl-16846	44	15	publishing	publish	VERB
crl-16846	44	16	data	datum	NOUN
crl-16846	44	17	and	and	CCONJ
crl-16846	44	18	code	code	NOUN
crl-16846	44	19	in	in	ADP
crl-16846	44	20	open	open	ADJ
crl-16846	44	21	repositories	repository	NOUN
crl-16846	44	22	,	,	PUNCT
crl-16846	44	23	making	make	VERB
crl-16846	44	24	data	datum	NOUN
crl-16846	44	25	and	and	CCONJ
crl-16846	44	26	code	code	NOUN
crl-16846	44	27	citable	citable	NOUN
crl-16846	44	28	and	and	CCONJ
crl-16846	44	29	recognized	recognize	VERB
crl-16846	44	30	as	as	ADP
crl-16846	44	31	real	real	ADJ
crl-16846	44	32	research	research	NOUN
crl-16846	44	33	contributions	contribution	NOUN
crl-16846	44	34	,	,	PUNCT
crl-16846	44	35	and	and	CCONJ
crl-16846	44	36	using	use	VERB
crl-16846	44	37	computational	computational	ADJ
crl-16846	44	38	practices	practice	NOUN
crl-16846	44	39	during	during	ADP
crl-16846	44	40	data	datum	NOUN
crl-16846	44	41	analysis	analysis	NOUN
crl-16846	44	42	and	and	CCONJ
crl-16846	44	43	processing.33	processing.33	ADJ
crl-16846	44	44	major	major	ADJ
crl-16846	44	45	research	research	NOUN
crl-16846	44	46	funders	funder	NOUN
crl-16846	44	47	have	have	AUX
crl-16846	44	48	also	also	ADV
crl-16846	44	49	started	start	VERB
crl-16846	44	50	to	to	PART
crl-16846	44	51	address	address	VERB
crl-16846	44	52	reproducibility	reproducibility	NOUN
crl-16846	44	53	.	.	PUNCT
crl-16846	45	1	in	in	ADP
crl-16846	45	2	2014	2014	NUM
crl-16846	45	3	,	,	PUNCT
crl-16846	45	4	the	the	DET
crl-16846	45	5	national	national	PROPN
crl-16846	45	6	institute	institute	PROPN
crl-16846	45	7	of	of	ADP
crl-16846	45	8	health	health	PROPN
crl-16846	45	9	(	(	PUNCT
crl-16846	45	10	nih	nih	PROPN
crl-16846	45	11	)	)	PUNCT
crl-16846	45	12	hosted	host	VERB
crl-16846	45	13	a	a	DET
crl-16846	45	14	joint	joint	ADJ
crl-16846	45	15	workshop	workshop	NOUN
crl-16846	45	16	with	with	ADP
crl-16846	45	17	the	the	DET
crl-16846	45	18	nature	nature	NOUN
crl-16846	45	19	publishing	publishing	NOUN
crl-16846	45	20	group	group	NOUN
crl-16846	45	21	,	,	PUNCT
crl-16846	45	22	the	the	DET
crl-16846	45	23	journal	journal	PROPN
crl-16846	45	24	science	science	NOUN
crl-16846	45	25	,	,	PUNCT
crl-16846	45	26	and	and	CCONJ
crl-16846	45	27	journal	journal	PROPN
crl-16846	45	28	editors	editor	NOUN
crl-16846	45	29	representing	represent	VERB
crl-16846	45	30	the	the	DET
crl-16846	45	31	30	30	NUM
crl-16846	45	32	journals	journal	NOUN
crl-16846	45	33	where	where	SCONJ
crl-16846	45	34	nih	nih	NOUN
crl-16846	45	35	-	-	PUNCT
crl-16846	45	36	funded	fund	VERB
crl-16846	45	37	research	research	NOUN
crl-16846	45	38	is	be	AUX
crl-16846	45	39	most	most	ADV
crl-16846	45	40	frequently	frequently	ADV
crl-16846	45	41	published.34	published.34	VERB
crl-16846	45	42	these	these	DET
crl-16846	45	43	guidelines	guideline	NOUN
crl-16846	45	44	call	call	VERB
crl-16846	45	45	for	for	ADP
crl-16846	45	46	improved	improved	ADJ
crl-16846	45	47	rigor	rigor	NOUN
crl-16846	45	48	in	in	ADP
crl-16846	45	49	statistical	statistical	ADJ
crl-16846	45	50	analysis	analysis	NOUN
crl-16846	45	51	,	,	PUNCT
crl-16846	45	52	reporting	report	VERB
crl-16846	45	53	transparency	transparency	NOUN
crl-16846	45	54	,	,	PUNCT
crl-16846	45	55	data	datum	NOUN
crl-16846	45	56	and	and	CCONJ
crl-16846	45	57	material	material	NOUN
crl-16846	45	58	sharing	sharing	NOUN
crl-16846	45	59	,	,	PUNCT
crl-16846	45	60	editorial	editorial	NOUN
crl-16846	45	61	 	 	SPACE
crl-16846	45	62	5	5	NUM
crl-16846	45	63	consideration	consideration	NOUN
crl-16846	45	64	of	of	ADP
crl-16846	45	65	refutations	refutation	NOUN
crl-16846	45	66	,	,	PUNCT
crl-16846	45	67	considering	consider	VERB
crl-16846	45	68	the	the	DET
crl-16846	45	69	establishment	establishment	NOUN
crl-16846	45	70	of	of	ADP
crl-16846	45	71	best	good	ADJ
crl-16846	45	72	practice	practice	NOUN
crl-16846	45	73	guidelines	guideline	NOUN
crl-16846	45	74	for	for	ADP
crl-16846	45	75	certain	certain	ADJ
crl-16846	45	76	images	image	NOUN
crl-16846	45	77	and	and	CCONJ
crl-16846	45	78	descriptions	description	NOUN
crl-16846	45	79	of	of	ADP
crl-16846	45	80	biological	biological	ADJ
crl-16846	45	81	materials	material	NOUN
crl-16846	45	82	.	.	PUNCT
crl-16846	46	1	there	there	PRON
crl-16846	46	2	are	be	VERB
crl-16846	46	3	a	a	DET
crl-16846	46	4	number	number	NOUN
crl-16846	46	5	of	of	ADP
crl-16846	46	6	other	other	ADJ
crl-16846	46	7	guidelines	guideline	NOUN
crl-16846	46	8	by	by	ADP
crl-16846	46	9	funders	funder	NOUN
crl-16846	46	10	,	,	PUNCT
crl-16846	46	11	professional	professional	ADJ
crl-16846	46	12	scientific	scientific	ADJ
crl-16846	46	13	societies	society	NOUN
crl-16846	46	14	,	,	PUNCT
crl-16846	46	15	individual	individual	ADJ
crl-16846	46	16	scientists	scientist	NOUN
crl-16846	46	17	,	,	PUNCT
crl-16846	46	18	institutions	institution	NOUN
crl-16846	46	19	,	,	PUNCT
crl-16846	46	20	and	and	CCONJ
crl-16846	46	21	conferences	conference	NOUN
crl-16846	46	22	,	,	PUNCT
crl-16846	46	23	and	and	CCONJ
crl-16846	46	24	we	we	PRON
crl-16846	46	25	recommend	recommend	VERB
crl-16846	46	26	that	that	SCONJ
crl-16846	46	27	librarians	librarian	NOUN
crl-16846	46	28	find	find	VERB
crl-16846	46	29	guidelines	guideline	NOUN
crl-16846	46	30	associated	associate	VERB
crl-16846	46	31	with	with	ADP
crl-16846	46	32	the	the	DET
crl-16846	46	33	disciplines	discipline	NOUN
crl-16846	46	34	they	they	PRON
crl-16846	46	35	support	support	VERB
crl-16846	46	36	.	.	PUNCT
crl-16846	47	1	for	for	ADP
crl-16846	47	2	example	example	NOUN
crl-16846	47	3	,	,	PUNCT
crl-16846	47	4	the	the	DET
crl-16846	47	5	federation	federation	PROPN
crl-16846	47	6	of	of	ADP
crl-16846	47	7	american	american	ADJ
crl-16846	47	8	societies	society	NOUN
crl-16846	47	9	for	for	ADP
crl-16846	47	10	experimental	experimental	ADJ
crl-16846	47	11	biology	biology	NOUN
crl-16846	47	12	has	have	VERB
crl-16846	47	13	a	a	DET
crl-16846	47	14	broad	broad	ADJ
crl-16846	47	15	set	set	NOUN
crl-16846	47	16	of	of	ADP
crl-16846	47	17	recommendations	recommendation	NOUN
crl-16846	47	18	regarding	regard	VERB
crl-16846	47	19	research	research	NOUN
crl-16846	47	20	using	use	VERB
crl-16846	47	21	animal	animal	NOUN
crl-16846	47	22	models	model	NOUN
crl-16846	47	23	or	or	CCONJ
crl-16846	47	24	antibodies	antibody	NOUN
crl-16846	47	25	,	,	PUNCT
crl-16846	47	26	intended	intend	VERB
crl-16846	47	27	for	for	ADP
crl-16846	47	28	research	research	NOUN
crl-16846	47	29	organizations	organization	NOUN
crl-16846	47	30	,	,	PUNCT
crl-16846	47	31	individual	individual	ADJ
crl-16846	47	32	investigators	investigator	NOUN
crl-16846	47	33	,	,	PUNCT
crl-16846	47	34	and	and	CCONJ
crl-16846	47	35	publishers.35	publishers.35	VERB
crl-16846	47	36	the	the	DET
crl-16846	47	37	society	society	NOUN
crl-16846	47	38	for	for	ADP
crl-16846	47	39	neuroscience	neuroscience	NOUN
crl-16846	47	40	’s	’s	PART
crl-16846	47	41	“	"	PUNCT
crl-16846	47	42	research	research	NOUN
crl-16846	47	43	practices	practice	NOUN
crl-16846	47	44	for	for	ADP
crl-16846	47	45	scientific	scientific	ADJ
crl-16846	47	46	rigor	rigor	NOUN
crl-16846	47	47	:	:	PUNCT
crl-16846	47	48	a	a	DET
crl-16846	47	49	resource	resource	NOUN
crl-16846	47	50	for	for	ADP
crl-16846	47	51	discussion	discussion	NOUN
crl-16846	47	52	,	,	PUNCT
crl-16846	47	53	training	training	NOUN
crl-16846	47	54	,	,	PUNCT
crl-16846	47	55	and	and	CCONJ
crl-16846	47	56	practice	practice	NOUN
crl-16846	47	57	”	"	PUNCT
crl-16846	47	58	has	have	VERB
crl-16846	47	59	discussion	discussion	NOUN
crl-16846	47	60	points	point	NOUN
crl-16846	47	61	and	and	CCONJ
crl-16846	47	62	recommendations	recommendation	NOUN
crl-16846	47	63	covering	cover	VERB
crl-16846	47	64	methodological	methodological	ADJ
crl-16846	47	65	issues	issue	NOUN
crl-16846	47	66	,	,	PUNCT
crl-16846	47	67	data	datum	NOUN
crl-16846	47	68	analysis	analysis	NOUN
crl-16846	47	69	,	,	PUNCT
crl-16846	47	70	and	and	CCONJ
crl-16846	47	71	transparency.36	transparency.36	NOUN
crl-16846	47	72	these	these	DET
crl-16846	47	73	guidelines	guideline	NOUN
crl-16846	47	74	are	be	AUX
crl-16846	47	75	invaluable	invaluable	ADJ
crl-16846	47	76	for	for	ADP
crl-16846	47	77	liaisons	liaison	NOUN
crl-16846	47	78	and	and	CCONJ
crl-16846	47	79	functional	functional	ADJ
crl-16846	47	80	specialists	specialist	NOUN
crl-16846	47	81	working	work	VERB
crl-16846	47	82	within	within	ADP
crl-16846	47	83	these	these	DET
crl-16846	47	84	areas	area	NOUN
crl-16846	47	85	.	.	PUNCT
crl-16846	48	1	a	a	DET
crl-16846	48	2	future	future	ADJ
crl-16846	48	3	publication	publication	NOUN
crl-16846	48	4	by	by	ADP
crl-16846	48	5	the	the	DET
crl-16846	48	6	authors	author	NOUN
crl-16846	48	7	will	will	AUX
crl-16846	48	8	address	address	VERB
crl-16846	48	9	a	a	DET
crl-16846	48	10	comprehensive	comprehensive	ADJ
crl-16846	48	11	review	review	NOUN
crl-16846	48	12	of	of	ADP
crl-16846	48	13	reproducibility	reproducibility	NOUN
crl-16846	48	14	guidelines	guideline	NOUN
crl-16846	48	15	.	.	PUNCT
crl-16846	49	1	recommendations	recommendation	NOUN
crl-16846	49	2	to	to	PART
crl-16846	49	3	improve	improve	VERB
crl-16846	49	4	the	the	DET
crl-16846	49	5	reproducibility	reproducibility	NOUN
crl-16846	49	6	of	of	ADP
crl-16846	49	7	research	research	NOUN
crl-16846	49	8	can	can	AUX
crl-16846	49	9	be	be	AUX
crl-16846	49	10	conceptualized	conceptualize	VERB
crl-16846	49	11	as	as	ADP
crl-16846	49	12	falling	fall	VERB
crl-16846	49	13	into	into	ADP
crl-16846	49	14	two	two	NUM
crl-16846	49	15	realms	realm	NOUN
crl-16846	49	16	:	:	PUNCT
crl-16846	49	17	those	those	PRON
crl-16846	49	18	that	that	PRON
crl-16846	49	19	belong	belong	VERB
crl-16846	49	20	to	to	ADP
crl-16846	49	21	the	the	DET
crl-16846	49	22	practice	practice	NOUN
crl-16846	49	23	of	of	ADP
crl-16846	49	24	science	science	NOUN
crl-16846	49	25	itself	itself	PRON
crl-16846	49	26	and	and	CCONJ
crl-16846	49	27	those	those	PRON
crl-16846	49	28	that	that	PRON
crl-16846	49	29	belong	belong	VERB
crl-16846	49	30	to	to	ADP
crl-16846	49	31	the	the	DET
crl-16846	49	32	packaging	packaging	NOUN
crl-16846	49	33	and	and	CCONJ
crl-16846	49	34	reporting	reporting	NOUN
crl-16846	49	35	of	of	ADP
crl-16846	49	36	science	science	NOUN
crl-16846	49	37	.	.	PUNCT
crl-16846	50	1	for	for	ADP
crl-16846	50	2	example	example	NOUN
crl-16846	50	3	,	,	PUNCT
crl-16846	50	4	recommendations	recommendation	NOUN
crl-16846	50	5	relating	relate	VERB
crl-16846	50	6	to	to	PART
crl-16846	50	7	study	study	VERB
crl-16846	50	8	design	design	NOUN
crl-16846	50	9	and	and	CCONJ
crl-16846	50	10	statistics	statistic	NOUN
crl-16846	50	11	clearly	clearly	ADV
crl-16846	50	12	belong	belong	VERB
crl-16846	50	13	to	to	ADP
crl-16846	50	14	the	the	DET
crl-16846	50	15	practice	practice	NOUN
crl-16846	50	16	of	of	ADP
crl-16846	50	17	science	science	NOUN
crl-16846	50	18	;	;	PUNCT
crl-16846	50	19	recommendations	recommendation	NOUN
crl-16846	50	20	related	relate	VERB
crl-16846	50	21	to	to	ADP
crl-16846	50	22	these	these	DET
crl-16846	50	23	areas	area	NOUN
crl-16846	50	24	will	will	AUX
crl-16846	50	25	differ	differ	VERB
crl-16846	50	26	depending	depend	VERB
crl-16846	50	27	on	on	ADP
crl-16846	50	28	the	the	DET
crl-16846	50	29	discipline	discipline	NOUN
crl-16846	50	30	,	,	PUNCT
crl-16846	50	31	and	and	CCONJ
crl-16846	50	32	librarians	librarian	NOUN
crl-16846	50	33	will	will	AUX
crl-16846	50	34	likely	likely	ADV
crl-16846	50	35	have	have	VERB
crl-16846	50	36	a	a	DET
crl-16846	50	37	limited	limited	ADJ
crl-16846	50	38	role	role	NOUN
crl-16846	50	39	to	to	PART
crl-16846	50	40	play	play	VERB
crl-16846	50	41	.	.	PUNCT
crl-16846	51	1	on	on	ADP
crl-16846	51	2	the	the	DET
crl-16846	51	3	other	other	ADJ
crl-16846	51	4	hand	hand	NOUN
crl-16846	51	5	,	,	PUNCT
crl-16846	51	6	recommendations	recommendation	NOUN
crl-16846	51	7	related	relate	VERB
crl-16846	51	8	to	to	ADP
crl-16846	51	9	the	the	DET
crl-16846	51	10	packaging	packaging	NOUN
crl-16846	51	11	of	of	ADP
crl-16846	51	12	science	science	NOUN
crl-16846	51	13	such	such	ADJ
crl-16846	51	14	as	as	ADP
crl-16846	51	15	preregistration	preregistration	NOUN
crl-16846	51	16	of	of	ADP
crl-16846	51	17	studies	study	NOUN
crl-16846	51	18	and	and	CCONJ
crl-16846	51	19	analysis	analysis	NOUN
crl-16846	51	20	plans	plan	NOUN
crl-16846	51	21	or	or	CCONJ
crl-16846	51	22	improvements	improvement	NOUN
crl-16846	51	23	to	to	PART
crl-16846	51	24	transparency	transparency	NOUN
crl-16846	51	25	such	such	ADJ
crl-16846	51	26	as	as	ADP
crl-16846	51	27	data	data	NOUN
crl-16846	51	28	sharing	sharing	NOUN
crl-16846	51	29	have	have	VERB
crl-16846	51	30	clear	clear	ADJ
crl-16846	51	31	implications	implication	NOUN
crl-16846	51	32	for	for	ADP
crl-16846	51	33	the	the	DET
crl-16846	51	34	services	service	NOUN
crl-16846	51	35	and	and	CCONJ
crl-16846	51	36	expertise	expertise	NOUN
crl-16846	51	37	that	that	PRON
crl-16846	51	38	academic	academic	ADJ
crl-16846	51	39	librarians	librarian	NOUN
crl-16846	51	40	provide	provide	VERB
crl-16846	51	41	.	.	PUNCT
crl-16846	52	1	indeed	indeed	ADV
crl-16846	52	2	,	,	PUNCT
crl-16846	52	3	in	in	ADP
crl-16846	52	4	most	most	ADJ
crl-16846	52	5	cases	case	NOUN
crl-16846	52	6	,	,	PUNCT
crl-16846	52	7	services	service	NOUN
crl-16846	52	8	and	and	CCONJ
crl-16846	52	9	expertise	expertise	NOUN
crl-16846	52	10	related	relate	VERB
crl-16846	52	11	to	to	ADP
crl-16846	52	12	these	these	DET
crl-16846	52	13	issues	issue	NOUN
crl-16846	52	14	are	be	AUX
crl-16846	52	15	already	already	ADV
crl-16846	52	16	being	be	AUX
crl-16846	52	17	offered	offer	VERB
crl-16846	52	18	by	by	ADP
crl-16846	52	19	academic	academic	ADJ
crl-16846	52	20	libraries	library	NOUN
crl-16846	52	21	;	;	PUNCT
crl-16846	52	22	extending	extend	VERB
crl-16846	52	23	them	they	PRON
crl-16846	52	24	to	to	PART
crl-16846	52	25	support	support	VERB
crl-16846	52	26	reproducibility	reproducibility	NOUN
crl-16846	52	27	will	will	AUX
crl-16846	52	28	require	require	VERB
crl-16846	52	29	only	only	ADV
crl-16846	52	30	that	that	SCONJ
crl-16846	52	31	we	we	PRON
crl-16846	52	32	effectively	effectively	ADV
crl-16846	52	33	frame	frame	VERB
crl-16846	52	34	them	they	PRON
crl-16846	52	35	as	as	ADP
crl-16846	52	36	supporting	support	VERB
crl-16846	52	37	reproducible	reproducible	ADJ
crl-16846	52	38	research	research	NOUN
crl-16846	52	39	.	.	PUNCT
crl-16846	53	1	in	in	ADP
crl-16846	53	2	a	a	DET
crl-16846	53	3	future	future	ADJ
crl-16846	53	4	publication	publication	NOUN
crl-16846	53	5	,	,	PUNCT
crl-16846	53	6	the	the	DET
crl-16846	53	7	authors	author	NOUN
crl-16846	53	8	will	will	AUX
crl-16846	53	9	set	set	VERB
crl-16846	53	10	out	out	ADP
crl-16846	53	11	an	an	DET
crl-16846	53	12	explicit	explicit	ADJ
crl-16846	53	13	model	model	NOUN
crl-16846	53	14	of	of	ADP
crl-16846	53	15	services	service	NOUN
crl-16846	53	16	and	and	CCONJ
crl-16846	53	17	expertise	expertise	NOUN
crl-16846	53	18	related	relate	VERB
crl-16846	53	19	to	to	ADP
crl-16846	53	20	reproducibility	reproducibility	NOUN
crl-16846	53	21	.	.	PUNCT
crl-16846	54	1	discussion	discussion	NOUN
crl-16846	54	2	the	the	DET
crl-16846	54	3	systems	system	NOUN
crl-16846	54	4	needed	need	VERB
crl-16846	54	5	to	to	PART
crl-16846	54	6	promote	promote	VERB
crl-16846	54	7	reproducible	reproducible	ADJ
crl-16846	54	8	research	research	NOUN
crl-16846	54	9	must	must	AUX
crl-16846	54	10	come	come	VERB
crl-16846	54	11	from	from	ADP
crl-16846	54	12	institutions	institution	NOUN
crl-16846	54	13	—	—	PUNCT
crl-16846	54	14	scientists	scientist	NOUN
crl-16846	54	15	,	,	PUNCT
crl-16846	54	16	funders	funder	NOUN
crl-16846	54	17	and	and	CCONJ
crl-16846	54	18	journals	journal	NOUN
crl-16846	54	19	can	can	AUX
crl-16846	54	20	not	not	PART
crl-16846	54	21	build	build	VERB
crl-16846	54	22	them	they	PRON
crl-16846	54	23	on	on	ADP
crl-16846	54	24	their	their	PRON
crl-16846	54	25	own	own	ADJ
crl-16846	54	26	.	.	PUNCT
crl-16846	55	1	these	these	DET
crl-16846	55	2	kinds	kind	NOUN
crl-16846	55	3	of	of	ADP
crl-16846	55	4	changes	change	NOUN
crl-16846	55	5	will	will	AUX
crl-16846	55	6	require	require	VERB
crl-16846	55	7	additional	additional	ADJ
crl-16846	55	8	money	money	NOUN
crl-16846	55	9	,	,	PUNCT
crl-16846	55	10	infrastructure	infrastructure	NOUN
crl-16846	55	11	,	,	PUNCT
crl-16846	55	12	personnel	personnel	NOUN
crl-16846	55	13	and	and	CCONJ
crl-16846	55	14	paperwork	paperwork	NOUN
crl-16846	55	15	.	.	PUNCT
crl-16846	56	1	the	the	DET
crl-16846	56	2	load	load	NOUN
crl-16846	56	3	on	on	ADP
crl-16846	56	4	institutions	institution	NOUN
crl-16846	56	5	and	and	CCONJ
crl-16846	56	6	investigators	investigator	NOUN
crl-16846	56	7	will	will	AUX
crl-16846	56	8	be	be	AUX
crl-16846	56	9	real	real	ADJ
crl-16846	56	10	,	,	PUNCT
crl-16846	56	11	but	but	CCONJ
crl-16846	56	12	so	so	ADV
crl-16846	56	13	is	be	AUX
crl-16846	56	14	the	the	DET
crl-16846	56	15	burden	burden	NOUN
crl-16846	56	16	of	of	ADP
crl-16846	56	17	irreproducible	irreproducible	ADJ
crl-16846	56	18	research.37	research.37	NOUN
crl-16846	56	19	—	—	PUNCT
crl-16846	56	20	c.	c.	PROPN
crl-16846	56	21	glenn	glenn	PROPN
crl-16846	56	22	begley	begley	PROPN
crl-16846	56	23	,	,	PUNCT
crl-16846	56	24	alastair	alastair	PROPN
crl-16846	56	25	m	m	PROPN
crl-16846	56	26	buchan	buchan	PROPN
crl-16846	56	27	,	,	PUNCT
crl-16846	56	28	and	and	CCONJ
crl-16846	56	29	ulrich	ulrich	PRON
crl-16846	56	30	dirnagl	dirnagl	ADJ
crl-16846	56	31	research	research	NOUN
crl-16846	56	32	institutions	institution	NOUN
crl-16846	56	33	have	have	VERB
crl-16846	56	34	a	a	DET
crl-16846	56	35	responsibility	responsibility	NOUN
crl-16846	56	36	to	to	PART
crl-16846	56	37	work	work	VERB
crl-16846	56	38	with	with	ADP
crl-16846	56	39	researchers	researcher	NOUN
crl-16846	56	40	,	,	PUNCT
crl-16846	56	41	funders	funder	NOUN
crl-16846	56	42	,	,	PUNCT
crl-16846	56	43	journals	journal	NOUN
crl-16846	56	44	,	,	PUNCT
crl-16846	56	45	and	and	CCONJ
crl-16846	56	46	professional	professional	ADJ
crl-16846	56	47	societies	society	NOUN
crl-16846	56	48	to	to	PART
crl-16846	56	49	address	address	VERB
crl-16846	56	50	issues	issue	NOUN
crl-16846	56	51	with	with	ADP
crl-16846	56	52	reproducibility	reproducibility	NOUN
crl-16846	56	53	.	.	PUNCT
crl-16846	57	1	the	the	DET
crl-16846	57	2	academic	academic	ADJ
crl-16846	57	3	library	library	NOUN
crl-16846	57	4	is	be	AUX
crl-16846	57	5	one	one	NUM
crl-16846	57	6	of	of	ADP
crl-16846	57	7	the	the	DET
crl-16846	57	8	few	few	ADJ
crl-16846	57	9	organizations	organization	NOUN
crl-16846	57	10	within	within	ADP
crl-16846	57	11	an	an	DET
crl-16846	57	12	academic	academic	ADJ
crl-16846	57	13	institution	institution	NOUN
crl-16846	57	14	that	that	PRON
crl-16846	57	15	has	have	VERB
crl-16846	57	16	the	the	DET
crl-16846	57	17	expertise	expertise	NOUN
crl-16846	57	18	and	and	CCONJ
crl-16846	57	19	infrastructure	infrastructure	NOUN
crl-16846	57	20	to	to	PART
crl-16846	57	21	broadly	broadly	ADV
crl-16846	57	22	support	support	VERB
crl-16846	57	23	reproducible	reproducible	ADJ
crl-16846	57	24	research	research	NOUN
crl-16846	57	25	.	.	PUNCT
crl-16846	58	1	academic	academic	ADJ
crl-16846	58	2	librarians	librarian	NOUN
crl-16846	58	3	have	have	VERB
crl-16846	58	4	extensive	extensive	ADJ
crl-16846	58	5	experience	experience	NOUN
crl-16846	58	6	with	with	ADP
crl-16846	58	7	finding	finding	NOUN
crl-16846	58	8	and	and	CCONJ
crl-16846	58	9	evaluating	evaluate	VERB
crl-16846	58	10	scientific	scientific	ADJ
crl-16846	58	11	literature	literature	NOUN
crl-16846	58	12	,	,	PUNCT
crl-16846	58	13	scholarly	scholarly	ADJ
crl-16846	58	14	communication	communication	NOUN
crl-16846	58	15	,	,	PUNCT
crl-16846	58	16	research	research	NOUN
crl-16846	58	17	metrics	metric	NOUN
crl-16846	58	18	,	,	PUNCT
crl-16846	58	19	and	and	CCONJ
crl-16846	58	20	data	datum	NOUN
crl-16846	58	21	management	management	NOUN
crl-16846	58	22	and	and	CCONJ
crl-16846	58	23	sharing	sharing	NOUN
crl-16846	58	24	.	.	PUNCT
crl-16846	59	1	we	we	PRON
crl-16846	59	2	support	support	VERB
crl-16846	59	3	computational	computational	ADJ
crl-16846	59	4	and	and	CCONJ
crl-16846	59	5	data	datum	NOUN
crl-16846	59	6	-	-	PUNCT
crl-16846	59	7	intensive	intensive	ADJ
crl-16846	59	8	research	research	NOUN
crl-16846	59	9	such	such	ADJ
crl-16846	59	10	as	as	ADP
crl-16846	59	11	gis	gis	NOUN
crl-16846	59	12	,	,	PUNCT
crl-16846	59	13	bibliometrics	bibliometric	NOUN
crl-16846	59	14	,	,	PUNCT
crl-16846	59	15	data	datum	NOUN
crl-16846	59	16	mining	mining	NOUN
crl-16846	59	17	,	,	PUNCT
crl-16846	59	18	and	and	CCONJ
crl-16846	59	19	digital	digital	ADJ
crl-16846	59	20	humanities	humanity	NOUN
crl-16846	59	21	.	.	PUNCT
crl-16846	60	1	most	most	ADJ
crl-16846	60	2	academic	academic	ADJ
crl-16846	60	3	libraries	library	NOUN
crl-16846	60	4	have	have	VERB
crl-16846	60	5	subject	subject	ADJ
crl-16846	60	6	specialists	specialist	NOUN
crl-16846	60	7	assigned	assign	VERB
crl-16846	60	8	to	to	ADP
crl-16846	60	9	every	every	DET
crl-16846	60	10	discipline	discipline	NOUN
crl-16846	60	11	,	,	PUNCT
crl-16846	60	12	whose	whose	DET
crl-16846	60	13	job	job	NOUN
crl-16846	60	14	it	it	PRON
crl-16846	60	15	is	be	AUX
crl-16846	60	16	to	to	PART
crl-16846	60	17	build	build	VERB
crl-16846	60	18	and	and	CCONJ
crl-16846	60	19	maintain	maintain	VERB
crl-16846	60	20	relationships	relationship	NOUN
crl-16846	60	21	and	and	CCONJ
crl-16846	60	22	support	support	NOUN
crl-16846	60	23	students	student	NOUN
crl-16846	60	24	,	,	PUNCT
crl-16846	60	25	faculty	faculty	NOUN
crl-16846	60	26	,	,	PUNCT
crl-16846	60	27	and	and	CCONJ
crl-16846	60	28	researchers	researcher	NOUN
crl-16846	60	29	and	and	CCONJ
crl-16846	60	30	understand	understand	VERB
crl-16846	60	31	issues	issue	NOUN
crl-16846	60	32	within	within	ADP
crl-16846	60	33	the	the	DET
crl-16846	60	34	discipline	discipline	NOUN
crl-16846	60	35	.	.	PUNCT
crl-16846	61	1	academic	academic	ADJ
crl-16846	61	2	libraries	library	NOUN
crl-16846	61	3	are	be	AUX
crl-16846	61	4	thus	thus	ADV
crl-16846	61	5	well	well	ADV
crl-16846	61	6	placed	place	VERB
crl-16846	61	7	to	to	PART
crl-16846	61	8	lead	lead	VERB
crl-16846	61	9	support	support	NOUN
crl-16846	61	10	for	for	ADP
crl-16846	61	11	many	many	ADJ
crl-16846	61	12	aspects	aspect	NOUN
crl-16846	61	13	of	of	ADP
crl-16846	61	14	reproducible	reproducible	ADJ
crl-16846	61	15	research	research	NOUN
crl-16846	61	16	.	.	PUNCT
crl-16846	62	1	the	the	DET
crl-16846	62	2	role	role	NOUN
crl-16846	62	3	that	that	PRON
crl-16846	62	4	academic	academic	ADJ
crl-16846	62	5	librarians	librarian	NOUN
crl-16846	62	6	can	can	AUX
crl-16846	62	7	play	play	VERB
crl-16846	62	8	in	in	ADP
crl-16846	62	9	supporting	support	VERB
crl-16846	62	10	reproducibility	reproducibility	NOUN
crl-16846	62	11	is	be	AUX
crl-16846	62	12	beginning	begin	VERB
crl-16846	62	13	to	to	PART
crl-16846	62	14	be	be	AUX
crl-16846	62	15	recognized	recognize	VERB
crl-16846	62	16	.	.	PUNCT
crl-16846	63	1	stodden	stodden	PROPN
crl-16846	63	2	et	et	PROPN
crl-16846	63	3	al	al	PROPN
crl-16846	63	4	.	.	PROPN
crl-16846	63	5	highlighted	highlight	VERB
crl-16846	63	6	the	the	DET
crl-16846	63	7	role	role	NOUN
crl-16846	63	8	libraries	library	NOUN
crl-16846	63	9	could	could	AUX
crl-16846	63	10	play	play	VERB
crl-16846	63	11	in	in	ADP
crl-16846	63	12	“	"	PUNCT
crl-16846	63	13	supporting	support	VERB
crl-16846	63	14	a	a	DET
crl-16846	63	15	culture	culture	NOUN
crl-16846	63	16	change	change	NOUN
crl-16846	63	17	toward	toward	ADP
crl-16846	63	18	reproducible	reproducible	ADJ
crl-16846	63	19	research	research	NOUN
crl-16846	63	20	,	,	PUNCT
crl-16846	63	21	”	"	PUNCT
crl-16846	63	22	including	include	VERB
crl-16846	63	23	assistance	assistance	NOUN
crl-16846	63	24	with	with	ADP
crl-16846	63	25	data	datum	NOUN
crl-16846	63	26	management	management	NOUN
crl-16846	63	27	plans	plan	NOUN
crl-16846	63	28	and	and	CCONJ
crl-16846	63	29	archiving.38	archiving.38	NOUN
crl-16846	63	30	in	in	ADP
crl-16846	63	31	the	the	DET
crl-16846	63	32	same	same	ADJ
crl-16846	63	33	article	article	NOUN
crl-16846	63	34	,	,	PUNCT
crl-16846	63	35	stodden	stodden	PROPN
crl-16846	63	36	et	et	PROPN
crl-16846	63	37	al	al	PROPN
crl-16846	63	38	.	.	PROPN
crl-16846	64	1	wrote	write	VERB
crl-16846	64	2	that	that	SCONJ
crl-16846	64	3	“	"	PUNCT
crl-16846	64	4	co6	co6	PROPN
crl-16846	64	5	 	 	SPACE
crl-16846	64	6	college	college	PROPN
crl-16846	64	7	&	&	CCONJ
crl-16846	64	8	research	research	PROPN
crl-16846	64	9	libraries	library	NOUN
crl-16846	64	10	january	january	PROPN
crl-16846	64	11	2018	2018	NUM
crl-16846	64	12	ordination	ordination	NOUN
crl-16846	64	13	between	between	ADP
crl-16846	64	14	departments	department	NOUN
crl-16846	64	15	and	and	CCONJ
crl-16846	64	16	the	the	DET
crl-16846	64	17	institute	institute	NOUN
crl-16846	64	18	’s	’s	PART
crl-16846	64	19	library	library	NOUN
crl-16846	64	20	system	system	NOUN
crl-16846	64	21	could	could	AUX
crl-16846	64	22	help	help	VERB
crl-16846	64	23	provide	provide	VERB
crl-16846	64	24	the	the	DET
crl-16846	64	25	support	support	NOUN
crl-16846	64	26	and	and	CCONJ
crl-16846	64	27	resources	resource	NOUN
crl-16846	64	28	necessary	necessary	ADJ
crl-16846	64	29	to	to	PART
crl-16846	64	30	manage	manage	VERB
crl-16846	64	31	and	and	CCONJ
crl-16846	64	32	maintain	maintain	VERB
crl-16846	64	33	digital	digital	ADJ
crl-16846	64	34	scholarly	scholarly	ADJ
crl-16846	64	35	output	output	NOUN
crl-16846	64	36	,	,	PUNCT
crl-16846	64	37	including	include	VERB
crl-16846	64	38	datasets	dataset	NOUN
crl-16846	64	39	and	and	CCONJ
crl-16846	64	40	code	code	NOUN
crl-16846	64	41	.	.	PUNCT
crl-16846	65	1	”39	”39	PROPN
crl-16846	65	2	in	in	ADP
crl-16846	65	3	a	a	DET
crl-16846	65	4	report	report	NOUN
crl-16846	65	5	to	to	ADP
crl-16846	65	6	the	the	DET
crl-16846	65	7	director	director	NOUN
crl-16846	65	8	of	of	ADP
crl-16846	65	9	nih	nih	PROPN
crl-16846	65	10	about	about	ADP
crl-16846	65	11	the	the	DET
crl-16846	65	12	future	future	NOUN
crl-16846	65	13	of	of	ADP
crl-16846	65	14	the	the	DET
crl-16846	65	15	national	national	ADJ
crl-16846	65	16	library	library	NOUN
crl-16846	65	17	of	of	ADP
crl-16846	65	18	medicine	medicine	NOUN
crl-16846	65	19	(	(	PUNCT
crl-16846	65	20	nlm	nlm	PROPN
crl-16846	65	21	)	)	PUNCT
crl-16846	65	22	,	,	PUNCT
crl-16846	65	23	the	the	DET
crl-16846	65	24	advisory	advisory	ADJ
crl-16846	65	25	committee	committee	NOUN
crl-16846	65	26	recommended	recommend	VERB
crl-16846	65	27	that	that	SCONJ
crl-16846	65	28	nlm	nlm	PROPN
crl-16846	65	29	“	"	PUNCT
crl-16846	65	30	lead	lead	VERB
crl-16846	65	31	efforts	effort	NOUN
crl-16846	65	32	to	to	PART
crl-16846	65	33	support	support	VERB
crl-16846	65	34	and	and	CCONJ
crl-16846	65	35	catalyze	catalyze	VERB
crl-16846	65	36	open	open	ADJ
crl-16846	65	37	science	science	NOUN
crl-16846	65	38	,	,	PUNCT
crl-16846	65	39	data	datum	NOUN
crl-16846	65	40	sharing	sharing	NOUN
crl-16846	65	41	,	,	PUNCT
crl-16846	65	42	and	and	CCONJ
crl-16846	65	43	research	research	NOUN
crl-16846	65	44	reproducibility	reproducibility	NOUN
crl-16846	65	45	,	,	PUNCT
crl-16846	65	46	striving	strive	VERB
crl-16846	65	47	to	to	PART
crl-16846	65	48	promote	promote	VERB
crl-16846	65	49	the	the	DET
crl-16846	65	50	concept	concept	NOUN
crl-16846	65	51	that	that	SCONJ
crl-16846	65	52	biomedical	biomedical	ADJ
crl-16846	65	53	information	information	NOUN
crl-16846	65	54	and	and	CCONJ
crl-16846	65	55	its	its	PRON
crl-16846	65	56	transparent	transparent	ADJ
crl-16846	65	57	analysis	analysis	NOUN
crl-16846	65	58	are	be	AUX
crl-16846	65	59	public	public	ADJ
crl-16846	65	60	goods	good	NOUN
crl-16846	65	61	.	.	PUNCT
crl-16846	66	1	”40	”40	PROPN
crl-16846	66	2	the	the	DET
crl-16846	66	3	journal	journal	NOUN
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	librarian	NOUN
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	sciences	PROPN
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	NOUN
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	NOUN
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	teaching	NOUN
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	NOUN
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	PART
crl-16846	68	46	job	job	VERB
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	PROPN
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	PROPN
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	PROPN
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	VERB
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	ADJ
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	ADP
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	ADP
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	librarian	NOUN
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	VERB
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	PROPN
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	PROPN
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	science	NOUN
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	NOUN
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	spies	PROPN
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	note	VERB
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	VERB
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	.	.	PROPN
crl-16846	87	6	ioannidis	ioannidis	PROPN
crl-16846	87	7	,	,	PUNCT
crl-16846	87	8	“	"	PUNCT
crl-16846	87	9	why	why	SCONJ
crl-16846	87	10	most	most	ADV
crl-16846	87	11	published	publish	VERB
crl-16846	87	12	research	research	NOUN
crl-16846	87	13	findings	finding	NOUN
crl-16846	87	14	are	be	AUX
crl-16846	87	15	false	false	ADJ
crl-16846	87	16	,	,	PUNCT
crl-16846	87	17	”	"	PUNCT
crl-16846	87	18	plos	plos	PROPN
crl-16846	87	19	medicine	medicine	NOUN
crl-16846	87	20	2	2	NUM
crl-16846	87	21	(	(	PUNCT
crl-16846	87	22	2005	2005	NUM
crl-16846	87	23	)	)	PUNCT
crl-16846	87	24	;	;	PUNCT
crl-16846	87	25	iain	iain	PROPN
crl-16846	87	26	chalmers	chalmer	VERB
crl-16846	87	27	et	et	PROPN
crl-16846	87	28	al	al	PROPN
crl-16846	87	29	.	.	PROPN
crl-16846	87	30	,	,	PUNCT
crl-16846	87	31	“	"	PUNCT
crl-16846	87	32	how	how	SCONJ
crl-16846	87	33	to	to	PART
crl-16846	87	34	increase	increase	VERB
crl-16846	87	35	value	value	NOUN
crl-16846	87	36	and	and	CCONJ
crl-16846	87	37	reduce	reduce	VERB
crl-16846	87	38	waste	waste	NOUN
crl-16846	87	39	when	when	SCONJ
crl-16846	87	40	research	research	NOUN
crl-16846	87	41	priorities	priority	NOUN
crl-16846	87	42	are	be	AUX
crl-16846	87	43	set	set	VERB
crl-16846	87	44	,	,	PUNCT
crl-16846	87	45	”	"	PUNCT
crl-16846	87	46	lancet	lancet	NOUN
crl-16846	87	47	383	383	NUM
crl-16846	87	48	(	(	PUNCT
crl-16846	87	49	2014	2014	NUM
crl-16846	87	50	)	)	PUNCT
crl-16846	87	51	.	.	PUNCT
crl-16846	88	1	4	4	X
crl-16846	88	2	.	.	X
crl-16846	88	3	rick	rick	PROPN
crl-16846	88	4	o.	o.	PROPN
crl-16846	88	5	gilmore	gilmore	PROPN
crl-16846	88	6	et	et	PROPN
crl-16846	88	7	al	al	PROPN
crl-16846	88	8	.	.	PROPN
crl-16846	88	9	,	,	PUNCT
crl-16846	88	10	“	"	PUNCT
crl-16846	88	11	progress	progress	NOUN
crl-16846	88	12	toward	toward	ADP
crl-16846	88	13	openness	openness	NOUN
crl-16846	88	14	,	,	PUNCT
crl-16846	88	15	transparency	transparency	NOUN
crl-16846	88	16	,	,	PUNCT
crl-16846	88	17	and	and	CCONJ
crl-16846	88	18	reproducibility	reproducibility	NOUN
crl-16846	88	19	in	in	ADP
crl-16846	88	20	cognitive	cognitive	ADJ
crl-16846	88	21	neuroscience	neuroscience	NOUN
crl-16846	88	22	,	,	PUNCT
crl-16846	88	23	”	"	PUNCT
crl-16846	88	24	annals	annals	NOUN
crl-16846	88	25	of	of	ADP
crl-16846	88	26	the	the	DET
crl-16846	88	27	new	new	PROPN
crl-16846	88	28	york	york	PROPN
crl-16846	88	29	academy	academy	PROPN
crl-16846	88	30	of	of	ADP
crl-16846	88	31	sciences	science	NOUN
crl-16846	88	32	1396	1396	NUM
crl-16846	88	33	(	(	PUNCT
crl-16846	88	34	2017	2017	NUM
crl-16846	88	35	)	)	PUNCT
crl-16846	88	36	.	.	PUNCT
crl-16846	89	1	5	5	X
crl-16846	89	2	.	.	X
crl-16846	89	3	c.	c.	PROPN
crl-16846	89	4	glenn	glenn	PROPN
crl-16846	89	5	begley	begley	PROPN
crl-16846	89	6	and	and	CCONJ
crl-16846	89	7	lee	lee	PROPN
crl-16846	89	8	m.	m.	PROPN
crl-16846	89	9	ellis	ellis	PROPN
crl-16846	89	10	,	,	PUNCT
crl-16846	89	11	“	"	PUNCT
crl-16846	89	12	drug	drug	NOUN
crl-16846	89	13	development	development	NOUN
crl-16846	89	14	:	:	PUNCT
crl-16846	89	15	raise	raise	VERB
crl-16846	89	16	standards	standard	NOUN
crl-16846	89	17	for	for	ADP
crl-16846	89	18	preclinical	preclinical	ADJ
crl-16846	89	19	cancer	cancer	NOUN
crl-16846	89	20	research	research	NOUN
crl-16846	89	21	,	,	PUNCT
crl-16846	89	22	”	"	PUNCT
crl-16846	89	23	nature	nature	NOUN
crl-16846	89	24	483	483	NUM
crl-16846	89	25	(	(	PUNCT
crl-16846	89	26	2012	2012	NUM
crl-16846	89	27	)	)	PUNCT
crl-16846	89	28	.	.	PUNCT
crl-16846	90	1	6	6	X
crl-16846	90	2	.	.	X
crl-16846	90	3	bruce	bruce	PROPN
crl-16846	90	4	c.	c.	PROPN
crl-16846	90	5	gibb	gibb	PROPN
crl-16846	90	6	,	,	PUNCT
crl-16846	90	7	“	"	PUNCT
crl-16846	90	8	reproducibility	reproducibility	NOUN
crl-16846	90	9	,	,	PUNCT
crl-16846	90	10	”	"	PUNCT
crl-16846	90	11	nature	nature	NOUN
crl-16846	90	12	chemistry	chemistry	NOUN
crl-16846	90	13	6	6	NUM
crl-16846	90	14	(	(	PUNCT
crl-16846	90	15	2014	2014	NUM
crl-16846	90	16	)	)	PUNCT
crl-16846	90	17	.	.	PUNCT
crl-16846	91	1	7	7	X
crl-16846	91	2	.	.	X
crl-16846	91	3	rasmus	rasmus	PROPN
crl-16846	91	4	e.	e.	PROPN
crl-16846	91	5	benestad	benestad	PROPN
crl-16846	91	6	et	et	PROPN
crl-16846	91	7	al	al	PROPN
crl-16846	91	8	.	.	PROPN
crl-16846	91	9	,	,	PUNCT
crl-16846	91	10	“	"	PUNCT
crl-16846	91	11	learning	learn	VERB
crl-16846	91	12	from	from	ADP
crl-16846	91	13	mistakes	mistake	NOUN
crl-16846	91	14	in	in	ADP
crl-16846	91	15	climate	climate	NOUN
crl-16846	91	16	research	research	NOUN
crl-16846	91	17	,	,	PUNCT
crl-16846	91	18	”	"	PUNCT
crl-16846	91	19	theoretical	theoretical	ADJ
crl-16846	91	20	and	and	CCONJ
crl-16846	91	21	applied	apply	VERB
crl-16846	91	22	climatology	climatology	NOUN
crl-16846	91	23	126	126	NUM
crl-16846	91	24	(	(	PUNCT
crl-16846	91	25	2016	2016	NUM
crl-16846	91	26	)	)	PUNCT
crl-16846	91	27	.	.	PUNCT
crl-16846	92	1	8	8	X
crl-16846	92	2	.	.	PUNCT
crl-16846	92	3	thomas	thomas	PROPN
crl-16846	92	4	herndon	herndon	PROPN
crl-16846	92	5	,	,	PUNCT
crl-16846	92	6	michael	michael	PROPN
crl-16846	92	7	ash	ash	PROPN
crl-16846	92	8	,	,	PUNCT
crl-16846	92	9	and	and	CCONJ
crl-16846	92	10	robert	robert	PROPN
crl-16846	92	11	pollin	pollin	PROPN
crl-16846	92	12	,	,	PUNCT
crl-16846	92	13	“	"	PUNCT
crl-16846	92	14	does	do	AUX
crl-16846	92	15	high	high	ADJ
crl-16846	92	16	public	public	ADJ
crl-16846	92	17	debt	debt	NOUN
crl-16846	92	18	consistently	consistently	ADV
crl-16846	92	19	stifle	stifle	VERB
crl-16846	92	20	economic	economic	ADJ
crl-16846	92	21	growth	growth	NOUN
crl-16846	92	22	?	?	PUNCT
crl-16846	93	1	a	a	DET
crl-16846	93	2	critique	critique	NOUN
crl-16846	93	3	of	of	ADP
crl-16846	93	4	reinhart	reinhart	NOUN
crl-16846	93	5	and	and	CCONJ
crl-16846	93	6	rogoff	rogoff	NOUN
crl-16846	93	7	,	,	PUNCT
crl-16846	93	8	”	"	PUNCT
crl-16846	93	9	political	political	ADJ
crl-16846	93	10	economy	economy	NOUN
crl-16846	93	11	research	research	PROPN
crl-16846	93	12	institute	institute	PROPN
crl-16846	93	13	working	working	PROPN
crl-16846	93	14	paper	paper	PROPN
crl-16846	93	15	series	series	NOUN
crl-16846	93	16	(	(	PUNCT
crl-16846	93	17	2013	2013	NUM
crl-16846	93	18	)	)	PUNCT
crl-16846	93	19	.	.	PUNCT
crl-16846	94	1	9	9	X
crl-16846	94	2	.	.	X
crl-16846	94	3	matthew	matthew	PROPN
crl-16846	94	4	c.	c.	PROPN
crl-16846	94	5	makel	makel	PROPN
crl-16846	94	6	and	and	CCONJ
crl-16846	94	7	jonathan	jonathan	PROPN
crl-16846	94	8	a.	a.	PROPN
crl-16846	94	9	plucker	plucker	PROPN
crl-16846	94	10	,	,	PUNCT
crl-16846	94	11	“	"	PUNCT
crl-16846	94	12	facts	fact	NOUN
crl-16846	94	13	are	be	AUX
crl-16846	94	14	more	more	ADV
crl-16846	94	15	important	important	ADJ
crl-16846	94	16	than	than	ADP
crl-16846	94	17	novelty	novelty	NOUN
crl-16846	94	18	:	:	PUNCT
crl-16846	94	19	replication	replication	NOUN
crl-16846	94	20	in	in	ADP
crl-16846	94	21	the	the	DET
crl-16846	94	22	education	education	NOUN
crl-16846	94	23	sciences	science	NOUN
crl-16846	94	24	,	,	PUNCT
crl-16846	94	25	”	"	PUNCT
crl-16846	94	26	educational	educational	ADJ
crl-16846	94	27	researcher	researcher	NOUN
crl-16846	94	28	43	43	NUM
crl-16846	94	29	(	(	PUNCT
crl-16846	94	30	2014	2014	NUM
crl-16846	94	31	)	)	PUNCT
crl-16846	94	32	.	.	PUNCT
crl-16846	95	1	10	10	NUM
crl-16846	95	2	.	.	PUNCT
crl-16846	96	1	leonard	leonard	PROPN
crl-16846	96	2	p.	p.	PROPN
crl-16846	96	3	freedman	freedman	PROPN
crl-16846	96	4	,	,	PUNCT
crl-16846	96	5	iain	iain	PROPN
crl-16846	96	6	m.	m.	PROPN
crl-16846	96	7	cockburn	cockburn	PROPN
crl-16846	96	8	,	,	PUNCT
crl-16846	96	9	and	and	CCONJ
crl-16846	96	10	timothy	timothy	PROPN
crl-16846	96	11	s.	s.	PROPN
crl-16846	96	12	simcoe	simcoe	PROPN
crl-16846	96	13	,	,	PUNCT
crl-16846	96	14	“	"	PUNCT
crl-16846	96	15	the	the	DET
crl-16846	96	16	economics	economic	NOUN
crl-16846	96	17	of	of	ADP
crl-16846	96	18	reproducibility	reproducibility	NOUN
crl-16846	96	19	in	in	ADP
crl-16846	96	20	preclinical	preclinical	ADJ
crl-16846	96	21	research	research	NOUN
crl-16846	96	22	,	,	PUNCT
crl-16846	96	23	”	"	PUNCT
crl-16846	96	24	plos	plos	X
crl-16846	96	25	biology	biology	NOUN
crl-16846	96	26	13	13	NUM
crl-16846	96	27	(	(	PUNCT
crl-16846	96	28	2015	2015	NUM
crl-16846	96	29	)	)	PUNCT
crl-16846	96	30	.	.	PUNCT
crl-16846	97	1	11	11	NUM
crl-16846	97	2	.	.	X
crl-16846	98	1	open	open	ADJ
crl-16846	98	2	science	science	NOUN
crl-16846	98	3	collaboration	collaboration	NOUN
crl-16846	98	4	,	,	PUNCT
crl-16846	98	5	“	"	PUNCT
crl-16846	98	6	an	an	DET
crl-16846	98	7	open	open	ADJ
crl-16846	98	8	,	,	PUNCT
crl-16846	98	9	large	large	ADJ
crl-16846	98	10	-	-	PUNCT
crl-16846	98	11	scale	scale	NOUN
crl-16846	98	12	,	,	PUNCT
crl-16846	98	13	collaborative	collaborative	ADJ
crl-16846	98	14	effort	effort	NOUN
crl-16846	98	15	to	to	PART
crl-16846	98	16	estimate	estimate	VERB
crl-16846	98	17	the	the	DET
crl-16846	98	18	reproducibility	reproducibility	NOUN
crl-16846	98	19	of	of	ADP
crl-16846	98	20	psychological	psychological	ADJ
crl-16846	98	21	science	science	NOUN
crl-16846	98	22	,	,	PUNCT
crl-16846	98	23	”	"	PUNCT
crl-16846	98	24	perspectives	perspective	NOUN
crl-16846	98	25	on	on	ADP
crl-16846	98	26	psychological	psychological	ADJ
crl-16846	98	27	science	science	NOUN
crl-16846	98	28	7	7	NUM
crl-16846	98	29	(	(	PUNCT
crl-16846	98	30	2012	2012	NUM
crl-16846	98	31	)	)	PUNCT
crl-16846	98	32	.	.	PUNCT
crl-16846	99	1	12	12	NUM
crl-16846	99	2	.	.	PUNCT
crl-16846	100	1	open	open	ADJ
crl-16846	100	2	science	science	NOUN
crl-16846	100	3	collaboration	collaboration	NOUN
crl-16846	100	4	,	,	PUNCT
crl-16846	100	5	“	"	PUNCT
crl-16846	100	6	estimating	estimate	VERB
crl-16846	100	7	the	the	DET
crl-16846	100	8	reproducibility	reproducibility	NOUN
crl-16846	100	9	of	of	ADP
crl-16846	100	10	psychological	psychological	ADJ
crl-16846	100	11	science	science	NOUN
crl-16846	100	12	.	.	PUNCT
crl-16846	100	13	”	"	PUNCT
crl-16846	101	1	13	13	NUM
crl-16846	101	2	.	.	PUNCT
crl-16846	101	3	benedict	benedict	PROPN
crl-16846	101	4	carey	carey	PROPN
crl-16846	101	5	,	,	PUNCT
crl-16846	101	6	“	"	PUNCT
crl-16846	101	7	psychology	psychology	NOUN
crl-16846	101	8	’s	’s	PART
crl-16846	101	9	fears	fear	NOUN
crl-16846	101	10	confirmed	confirm	VERB
crl-16846	101	11	:	:	PUNCT
crl-16846	101	12	rechecked	rechecke	VERB
crl-16846	101	13	studies	study	NOUN
crl-16846	101	14	do	do	AUX
crl-16846	101	15	n’t	not	PART
crl-16846	101	16	hold	hold	VERB
crl-16846	101	17	up	up	ADP
crl-16846	101	18	,	,	PUNCT
crl-16846	101	19	”	"	PUNCT
crl-16846	101	20	in	in	ADP
crl-16846	101	21	new	new	PROPN
crl-16846	101	22	york	york	PROPN
crl-16846	101	23	times	times	PROPN
crl-16846	101	24	(	(	PUNCT
crl-16846	101	25	2015	2015	NUM
crl-16846	101	26	)	)	PUNCT
crl-16846	101	27	;	;	PUNCT
crl-16846	101	28	“	"	PUNCT
crl-16846	101	29	analysis	analysis	NOUN
crl-16846	101	30	casting	cast	VERB
crl-16846	101	31	doubt	doubt	NOUN
crl-16846	101	32	on	on	ADP
crl-16846	101	33	their	their	PRON
crl-16846	101	34	work	work	NOUN
crl-16846	101	35	is	be	AUX
crl-16846	101	36	still	still	ADV
crl-16846	101	37	welcomed	welcome	VERB
crl-16846	101	38	by	by	ADP
crl-16846	101	39	many	many	ADJ
crl-16846	101	40	psychologists	psychologist	NOUN
crl-16846	101	41	,	,	PUNCT
crl-16846	101	42	”	"	PUNCT
crl-16846	101	43	in	in	ADP
crl-16846	101	44	new	new	PROPN
crl-16846	101	45	york	york	PROPN
crl-16846	101	46	times	times	PROPN
crl-16846	101	47	(	(	PUNCT
crl-16846	101	48	2015	2015	NUM
crl-16846	101	49	)	)	PUNCT
crl-16846	101	50	;	;	PUNCT
crl-16846	101	51	“	"	PUNCT
crl-16846	101	52	report	report	VERB
crl-16846	101	53	questioning	question	VERB
crl-16846	101	54	psychology	psychology	NOUN
crl-16846	101	55	studies	study	NOUN
crl-16846	101	56	is	be	AUX
crl-16846	101	57	criticized	criticize	VERB
crl-16846	101	58	,	,	PUNCT
crl-16846	101	59	”	"	PUNCT
crl-16846	101	60	in	in	ADP
crl-16846	101	61	new	new	PROPN
crl-16846	101	62	york	york	PROPN
crl-16846	101	63	times	times	PROPN
crl-16846	101	64	(	(	PUNCT
crl-16846	101	65	2016	2016	NUM
crl-16846	101	66	)	)	PUNCT
crl-16846	101	67	.	.	PUNCT
crl-16846	102	1	14	14	NUM
crl-16846	102	2	.	.	PUNCT
crl-16846	102	3	ioannidis	ioannidi	NOUN
crl-16846	102	4	,	,	PUNCT
crl-16846	102	5	“	"	PUNCT
crl-16846	102	6	why	why	SCONJ
crl-16846	102	7	most	most	ADV
crl-16846	102	8	published	publish	VERB
crl-16846	102	9	research	research	NOUN
crl-16846	102	10	findings	finding	NOUN
crl-16846	102	11	are	be	AUX
crl-16846	102	12	false	false	ADJ
crl-16846	102	13	,	,	PUNCT
crl-16846	102	14	”	"	PUNCT
crl-16846	102	15	e124	e124	PROPN
crl-16846	102	16	.	.	PROPN
crl-16846	103	1	15	15	NUM
crl-16846	103	2	.	.	PUNCT
crl-16846	104	1	a.j	a.j	PROPN
crl-16846	104	2	.	.	PROPN
crl-16846	104	3	wakefield	wakefield	PROPN
crl-16846	104	4	et	et	PROPN
crl-16846	104	5	al	al	PROPN
crl-16846	104	6	.	.	PROPN
crl-16846	104	7	,	,	PUNCT
crl-16846	104	8	“	"	PUNCT
crl-16846	104	9	retracted	retracted	ADJ
crl-16846	104	10	:	:	PUNCT
crl-16846	104	11	ileal	ileal	ADJ
crl-16846	104	12	-	-	PUNCT
crl-16846	104	13	lymphoid	lymphoid	ADJ
crl-16846	104	14	-	-	PUNCT
crl-16846	104	15	nodular	nodular	ADJ
crl-16846	104	16	hyperplasia	hyperplasia	NOUN
crl-16846	104	17	,	,	PUNCT
crl-16846	104	18	non	non	ADJ
crl-16846	104	19	-	-	ADJ
crl-16846	104	20	specific	specific	ADJ
crl-16846	104	21	colitis	colitis	NOUN
crl-16846	104	22	,	,	PUNCT
crl-16846	104	23	and	and	CCONJ
crl-16846	104	24	pervasive	pervasive	ADJ
crl-16846	104	25	developmental	developmental	ADJ
crl-16846	104	26	disorder	disorder	NOUN
crl-16846	104	27	in	in	ADP
crl-16846	104	28	children	child	NOUN
crl-16846	104	29	,	,	PUNCT
crl-16846	104	30	”	"	PUNCT
crl-16846	104	31	lancet	lancet	NOUN
crl-16846	104	32	351	351	NUM
crl-16846	104	33	,	,	PUNCT
crl-16846	104	34	no	no	INTJ
crl-16846	104	35	.	.	NOUN
crl-16846	104	36	9103	9103	NUM
crl-16846	104	37	(	(	PUNCT
crl-16846	104	38	1998	1998	NUM
crl-16846	104	39	)	)	PUNCT
crl-16846	104	40	;	;	PUNCT
crl-16846	104	41	m.j	m.j	PROPN
crl-16846	104	42	.	.	PROPN
crl-16846	104	43	lacour	lacour	PROPN
crl-16846	104	44	and	and	CCONJ
crl-16846	104	45	8	8	NUM
crl-16846	104	46	 	 	SPACE
crl-16846	104	47	college	college	PROPN
crl-16846	104	48	&	&	CCONJ
crl-16846	104	49	research	research	PROPN
crl-16846	104	50	libraries	library	NOUN
crl-16846	104	51	january	january	PROPN
crl-16846	104	52	2018	2018	NUM
crl-16846	105	1	d.p	d.p	PROPN
crl-16846	105	2	.	.	PROPN
crl-16846	105	3	green	green	PROPN
crl-16846	105	4	,	,	PUNCT
crl-16846	105	5	“	"	PUNCT
crl-16846	105	6	political	political	ADJ
crl-16846	105	7	science	science	NOUN
crl-16846	105	8	.	.	PUNCT
crl-16846	106	1	when	when	SCONJ
crl-16846	106	2	contact	contact	NOUN
crl-16846	106	3	changes	change	VERB
crl-16846	106	4	minds	mind	NOUN
crl-16846	106	5	:	:	PUNCT
crl-16846	106	6	an	an	DET
crl-16846	106	7	experiment	experiment	NOUN
crl-16846	106	8	on	on	ADP
crl-16846	106	9	transmission	transmission	NOUN
crl-16846	106	10	of	of	ADP
crl-16846	106	11	support	support	NOUN
crl-16846	106	12	for	for	ADP
crl-16846	106	13	gay	gay	ADJ
crl-16846	106	14	equality	equality	NOUN
crl-16846	106	15	,	,	PUNCT
crl-16846	106	16	”	"	PUNCT
crl-16846	106	17	science	science	NOUN
crl-16846	106	18	346	346	NUM
crl-16846	106	19	,	,	PUNCT
crl-16846	106	20	no	no	NOUN
crl-16846	106	21	.	.	NOUN
crl-16846	106	22	6215	6215	NUM
crl-16846	106	23	(	(	PUNCT
crl-16846	106	24	2014	2014	NUM
crl-16846	106	25	)	)	PUNCT
crl-16846	106	26	.	.	PUNCT
crl-16846	107	1	16	16	NUM
crl-16846	107	2	.	.	X
crl-16846	108	1	d.r	d.r	PROPN
crl-16846	108	2	.	.	PROPN
crl-16846	108	3	carney	carney	PROPN
crl-16846	108	4	,	,	PUNCT
crl-16846	108	5	a.j	a.j	PROPN
crl-16846	108	6	.	.	PROPN
crl-16846	108	7	cuddy	cuddy	PROPN
crl-16846	108	8	,	,	PUNCT
crl-16846	108	9	and	and	CCONJ
crl-16846	108	10	a.j	a.j	PROPN
crl-16846	108	11	.	.	PROPN
crl-16846	108	12	yap	yap	PROPN
crl-16846	108	13	,	,	PUNCT
crl-16846	108	14	“	"	PUNCT
crl-16846	108	15	power	power	NOUN
crl-16846	108	16	posing	posing	NOUN
crl-16846	108	17	:	:	PUNCT
crl-16846	108	18	brief	brief	ADJ
crl-16846	108	19	nonverbal	nonverbal	ADJ
crl-16846	108	20	displays	display	NOUN
crl-16846	108	21	affect	affect	VERB
crl-16846	108	22	neuroendocrine	neuroendocrine	ADJ
crl-16846	108	23	levels	level	NOUN
crl-16846	108	24	and	and	CCONJ
crl-16846	108	25	risk	risk	NOUN
crl-16846	108	26	tolerance	tolerance	NOUN
crl-16846	108	27	,	,	PUNCT
crl-16846	108	28	”	"	PUNCT
crl-16846	108	29	psychological	psychological	ADJ
crl-16846	108	30	science	science	NOUN
crl-16846	108	31	21	21	NUM
crl-16846	108	32	,	,	PUNCT
crl-16846	108	33	no	no	INTJ
crl-16846	108	34	.	.	NOUN
crl-16846	108	35	10	10	NUM
crl-16846	108	36	(	(	PUNCT
crl-16846	108	37	2010	2010	NUM
crl-16846	108	38	)	)	PUNCT
crl-16846	108	39	;	;	PUNCT
crl-16846	108	40	amy	amy	PROPN
crl-16846	108	41	cuddy	cuddy	PROPN
crl-16846	108	42	,	,	PUNCT
crl-16846	108	43	“	"	PUNCT
crl-16846	108	44	your	your	PRON
crl-16846	108	45	body	body	NOUN
crl-16846	108	46	language	language	NOUN
crl-16846	108	47	may	may	AUX
crl-16846	108	48	shape	shape	VERB
crl-16846	108	49	who	who	PRON
crl-16846	108	50	you	you	PRON
crl-16846	108	51	are	be	AUX
crl-16846	108	52	,	,	PUNCT
crl-16846	108	53	”	"	PUNCT
crl-16846	108	54	ted	ted	PROPN
crl-16846	108	55	(	(	PUNCT
crl-16846	108	56	2012	2012	NUM
crl-16846	108	57	)	)	PUNCT
crl-16846	108	58	.	.	PUNCT
crl-16846	109	1	17	17	NUM
crl-16846	109	2	.	.	X
crl-16846	109	3	susan	susan	PROPN
crl-16846	109	4	dominus	dominus	PROPN
crl-16846	109	5	,	,	PUNCT
crl-16846	109	6	“	"	PUNCT
crl-16846	109	7	when	when	SCONJ
crl-16846	109	8	the	the	DET
crl-16846	109	9	revolution	revolution	NOUN
crl-16846	109	10	came	come	VERB
crl-16846	109	11	for	for	ADP
crl-16846	109	12	amy	amy	PROPN
crl-16846	109	13	cuddy	cuddy	PROPN
crl-16846	109	14	,	,	PUNCT
crl-16846	109	15	”	"	PUNCT
crl-16846	109	16	new	new	PROPN
crl-16846	109	17	york	york	PROPN
crl-16846	109	18	times	times	PROPN
crl-16846	109	19	,	,	PUNCT
crl-16846	109	20	october	october	PROPN
crl-16846	109	21	18	18	NUM
crl-16846	109	22	,	,	PUNCT
crl-16846	109	23	2017	2017	NUM
crl-16846	109	24	;	;	PUNCT
crl-16846	109	25	andrew	andrew	PROPN
crl-16846	109	26	gelman	gelman	PROPN
crl-16846	109	27	and	and	CCONJ
crl-16846	109	28	kaiser	kaiser	PROPN
crl-16846	109	29	fung	fung	PROPN
crl-16846	109	30	,	,	PUNCT
crl-16846	109	31	“	"	PUNCT
crl-16846	109	32	amy	amy	PROPN
crl-16846	109	33	cuddy	cuddy	PROPN
crl-16846	109	34	’s	’s	PART
crl-16846	109	35	power	power	NOUN
crl-16846	109	36	pose	pose	NOUN
crl-16846	109	37	research	research	NOUN
crl-16846	109	38	is	be	AUX
crl-16846	109	39	the	the	DET
crl-16846	109	40	latest	late	ADJ
crl-16846	109	41	example	example	NOUN
crl-16846	109	42	of	of	ADP
crl-16846	109	43	scientific	scientific	ADJ
crl-16846	109	44	overreach	overreach	NOUN
crl-16846	109	45	,	,	PUNCT
crl-16846	109	46	”	"	PUNCT
crl-16846	109	47	in	in	ADP
crl-16846	109	48	slate	slate	NOUN
crl-16846	109	49	,	,	PUNCT
crl-16846	109	50	january	january	PROPN
crl-16846	109	51	19	19	NUM
crl-16846	109	52	,	,	PUNCT
crl-16846	109	53	2016	2016	NUM
crl-16846	109	54	.	.	PUNCT
crl-16846	110	1	18	18	NUM
crl-16846	110	2	.	.	X
crl-16846	110	3	monya	monya	PROPN
crl-16846	110	4	baker	baker	PROPN
crl-16846	110	5	,	,	PUNCT
crl-16846	110	6	“	"	PUNCT
crl-16846	110	7	is	be	AUX
crl-16846	110	8	there	there	PRON
crl-16846	110	9	a	a	DET
crl-16846	110	10	reproducibility	reproducibility	NOUN
crl-16846	110	11	crisis	crisis	NOUN
crl-16846	110	12	?	?	PUNCT
crl-16846	110	13	”	"	PUNCT
crl-16846	110	14	nature	nature	NOUN
crl-16846	110	15	533	533	NUM
crl-16846	110	16	(	(	PUNCT
crl-16846	110	17	2016	2016	NUM
crl-16846	110	18	)	)	PUNCT
crl-16846	110	19	.	.	PUNCT
crl-16846	111	1	19	19	NUM
crl-16846	111	2	.	.	X
crl-16846	111	3	ibid	ibid	NOUN
crl-16846	111	4	.	.	PUNCT
crl-16846	112	1	20	20	NUM
crl-16846	112	2	.	.	X
crl-16846	112	3	ibid	ibid	NOUN
crl-16846	112	4	.	.	PUNCT
crl-16846	113	1	21	21	NUM
crl-16846	113	2	.	.	PUNCT
crl-16846	113	3	steven	steven	PROPN
crl-16846	113	4	n.	n.	PROPN
crl-16846	113	5	goodman	goodman	PROPN
crl-16846	113	6	,	,	PUNCT
crl-16846	113	7	daniele	daniele	PROPN
crl-16846	113	8	fanelli	fanelli	PROPN
crl-16846	113	9	,	,	PUNCT
crl-16846	113	10	and	and	CCONJ
crl-16846	113	11	john	john	PROPN
crl-16846	113	12	p.a	p.a	PROPN
crl-16846	113	13	.	.	PROPN
crl-16846	113	14	ioannidis	ioannidis	PROPN
crl-16846	113	15	,	,	PUNCT
crl-16846	113	16	“	"	PUNCT
crl-16846	113	17	what	what	PRON
crl-16846	113	18	does	do	AUX
crl-16846	113	19	research	research	NOUN
crl-16846	113	20	reproducibility	reproducibility	NOUN
crl-16846	113	21	mean	mean	VERB
crl-16846	113	22	?	?	PUNCT
crl-16846	113	23	”	"	PUNCT
crl-16846	114	1	science	science	NOUN
crl-16846	114	2	translational	translational	ADJ
crl-16846	114	3	medicine	medicine	NOUN
crl-16846	114	4	8	8	NUM
crl-16846	114	5	,	,	PUNCT
crl-16846	114	6	no	no	INTJ
crl-16846	114	7	.	.	PUNCT
crl-16846	115	1	(	(	PUNCT
crl-16846	115	2	2016	2016	NUM
crl-16846	115	3	):	):	PUNCT
crl-16846	115	4	1	1	NUM
crl-16846	115	5	.	.	NUM
crl-16846	115	6	22	22	NUM
crl-16846	115	7	.	.	PUNCT
crl-16846	116	1	prasad	prasad	PROPN
crl-16846	116	2	patil	patil	PROPN
crl-16846	116	3	,	,	PUNCT
crl-16846	116	4	roger	roger	PROPN
crl-16846	116	5	d.	d.	PROPN
crl-16846	116	6	peng	peng	PROPN
crl-16846	116	7	,	,	PUNCT
crl-16846	116	8	and	and	CCONJ
crl-16846	116	9	jeffrey	jeffrey	PROPN
crl-16846	116	10	t.	t.	PROPN
crl-16846	116	11	leek	leek	PROPN
crl-16846	116	12	,	,	PUNCT
crl-16846	116	13	“	"	PUNCT
crl-16846	116	14	a	a	DET
crl-16846	116	15	statistical	statistical	ADJ
crl-16846	116	16	definition	definition	NOUN
crl-16846	116	17	for	for	ADP
crl-16846	116	18	reproducibility	reproducibility	NOUN
crl-16846	116	19	and	and	CCONJ
crl-16846	116	20	replicability	replicability	NOUN
crl-16846	116	21	,	,	PUNCT
crl-16846	116	22	”	"	PUNCT
crl-16846	116	23	biorxiv	biorxiv	NOUN
crl-16846	116	24	,	,	PUNCT
crl-16846	116	25	https://www.biorxiv.org/content/early/2016/07/29/066803	https://www.biorxiv.org/content/early/2016/07/29/066803	NOUN
crl-16846	116	26	[	[	X
crl-16846	116	27	accessed	access	VERB
crl-16846	116	28	september	september	PROPN
crl-16846	116	29	13	13	NUM
crl-16846	116	30	,	,	PUNCT
crl-16846	116	31	2017	2017	NUM
crl-16846	116	32	]	]	PUNCT
crl-16846	116	33	.	.	PUNCT
crl-16846	117	1	23	23	NUM
crl-16846	117	2	.	.	PUNCT
crl-16846	118	1	kenneth	kenneth	PROPN
crl-16846	118	2	bollen	bollen	PROPN
crl-16846	118	3	et	et	PROPN
crl-16846	118	4	al	al	PROPN
crl-16846	118	5	.	.	PROPN
crl-16846	118	6	,	,	PUNCT
crl-16846	118	7	“	"	PUNCT
crl-16846	118	8	social	social	ADJ
crl-16846	118	9	,	,	PUNCT
crl-16846	118	10	behavioral	behavioral	ADJ
crl-16846	118	11	,	,	PUNCT
crl-16846	118	12	and	and	CCONJ
crl-16846	118	13	economic	economic	ADJ
crl-16846	118	14	sciences	science	NOUN
crl-16846	118	15	perspectives	perspective	NOUN
crl-16846	118	16	on	on	ADP
crl-16846	118	17	robust	robust	ADJ
crl-16846	118	18	and	and	CCONJ
crl-16846	118	19	reliable	reliable	ADJ
crl-16846	118	20	science	science	NOUN
crl-16846	118	21	”	"	PUNCT
crl-16846	118	22	(	(	PUNCT
crl-16846	118	23	paper	paper	NOUN
crl-16846	118	24	presented	present	VERB
crl-16846	118	25	at	at	ADP
crl-16846	118	26	the	the	DET
crl-16846	118	27	report	report	NOUN
crl-16846	118	28	of	of	ADP
crl-16846	118	29	the	the	DET
crl-16846	118	30	subcommittee	subcommittee	NOUN
crl-16846	118	31	on	on	ADP
crl-16846	118	32	replicability	replicability	NOUN
crl-16846	118	33	in	in	ADP
crl-16846	118	34	science	science	NOUN
crl-16846	118	35	advisory	advisory	PROPN
crl-16846	118	36	committee	committee	NOUN
crl-16846	118	37	to	to	ADP
crl-16846	118	38	the	the	DET
crl-16846	118	39	national	national	PROPN
crl-16846	118	40	science	science	PROPN
crl-16846	118	41	foundation	foundation	PROPN
crl-16846	118	42	directorate	directorate	VERB
crl-16846	118	43	for	for	ADP
crl-16846	118	44	social	social	ADJ
crl-16846	118	45	,	,	PUNCT
crl-16846	118	46	behavioral	behavioral	ADJ
crl-16846	118	47	,	,	PUNCT
crl-16846	118	48	and	and	CCONJ
crl-16846	118	49	economic	economic	ADJ
crl-16846	118	50	sciences	science	NOUN
crl-16846	118	51	,	,	PUNCT
crl-16846	118	52	2015	2015	NUM
crl-16846	118	53	)	)	PUNCT
crl-16846	118	54	,	,	PUNCT
crl-16846	118	55	3	3	X
crl-16846	118	56	.	.	NOUN
crl-16846	118	57	24	24	NUM
crl-16846	118	58	.	.	PUNCT
crl-16846	118	59	ibid	ibid	PROPN
crl-16846	118	60	.	.	PUNCT
crl-16846	119	1	,	,	PUNCT
crl-16846	120	1	4	4	NUM
crl-16846	120	2	.	.	X
crl-16846	120	3	25	25	NUM
crl-16846	120	4	.	.	PUNCT
crl-16846	121	1	jeffrey	jeffrey	PROPN
crl-16846	121	2	t.	t.	PROPN
crl-16846	121	3	leek	leek	PROPN
crl-16846	121	4	and	and	CCONJ
crl-16846	121	5	leah	leah	PROPN
crl-16846	121	6	r.	r.	PROPN
crl-16846	121	7	jager	jager	PROPN
crl-16846	121	8	,	,	PUNCT
crl-16846	121	9	“	"	PUNCT
crl-16846	121	10	is	be	AUX
crl-16846	121	11	most	most	ADV
crl-16846	121	12	published	publish	VERB
crl-16846	121	13	research	research	NOUN
crl-16846	121	14	really	really	ADV
crl-16846	121	15	false	false	ADJ
crl-16846	121	16	?	?	PUNCT
crl-16846	121	17	”	"	PUNCT
crl-16846	121	18	annual	annual	ADJ
crl-16846	121	19	review	review	NOUN
crl-16846	121	20	of	of	ADP
crl-16846	121	21	statistics	statistic	NOUN
crl-16846	121	22	and	and	CCONJ
crl-16846	121	23	its	its	PRON
crl-16846	121	24	application	application	NOUN
crl-16846	121	25	4	4	NUM
crl-16846	121	26	(	(	PUNCT
crl-16846	121	27	2017	2017	NUM
crl-16846	121	28	):	):	PUNCT
crl-16846	121	29	111	111	NUM
crl-16846	121	30	.	.	X
crl-16846	121	31	26	26	NUM
crl-16846	121	32	.	.	PUNCT
crl-16846	122	1	karl	karl	PROPN
crl-16846	122	2	broman	broman	PROPN
crl-16846	122	3	et	et	PROPN
crl-16846	122	4	al	al	PROPN
crl-16846	122	5	.	.	PROPN
crl-16846	122	6	,	,	PUNCT
crl-16846	122	7	“	"	PUNCT
crl-16846	122	8	recommendations	recommendation	NOUN
crl-16846	122	9	to	to	ADP
crl-16846	122	10	funding	funding	NOUN
crl-16846	122	11	agencies	agency	NOUN
crl-16846	122	12	for	for	ADP
crl-16846	122	13	supporting	support	VERB
crl-16846	122	14	reproducible	reproducible	ADJ
crl-16846	122	15	research	research	NOUN
crl-16846	122	16	”	"	PUNCT
crl-16846	122	17	(	(	PUNCT
crl-16846	122	18	paper	paper	NOUN
crl-16846	122	19	presented	present	VERB
crl-16846	122	20	at	at	ADP
crl-16846	122	21	the	the	DET
crl-16846	122	22	american	american	PROPN
crl-16846	122	23	statistical	statistical	PROPN
crl-16846	122	24	association	association	NOUN
crl-16846	122	25	,	,	PUNCT
crl-16846	122	26	2017	2017	NUM
crl-16846	122	27	)	)	PUNCT
crl-16846	122	28	,	,	PUNCT
crl-16846	122	29	2	2	NUM
crl-16846	122	30	.	.	SYM
crl-16846	122	31	27	27	NUM
crl-16846	122	32	.	.	PUNCT
crl-16846	123	1	b.a	b.a	PROPN
crl-16846	123	2	.	.	PROPN
crl-16846	123	3	nosek	nosek	PROPN
crl-16846	123	4	et	et	PROPN
crl-16846	123	5	al	al	PROPN
crl-16846	123	6	.	.	PROPN
crl-16846	123	7	,	,	PUNCT
crl-16846	123	8	“	"	PUNCT
crl-16846	123	9	promoting	promote	VERB
crl-16846	123	10	an	an	DET
crl-16846	123	11	open	open	ADJ
crl-16846	123	12	research	research	NOUN
crl-16846	123	13	culture	culture	NOUN
crl-16846	123	14	,	,	PUNCT
crl-16846	123	15	”	"	PUNCT
crl-16846	123	16	science	science	NOUN
crl-16846	123	17	348	348	NUM
crl-16846	123	18	,	,	PUNCT
crl-16846	123	19	no	no	NOUN
crl-16846	123	20	.	.	NOUN
crl-16846	123	21	6242	6242	NUM
crl-16846	123	22	(	(	PUNCT
crl-16846	123	23	2015	2015	NUM
crl-16846	123	24	)	)	PUNCT
crl-16846	123	25	.	.	PUNCT
crl-16846	124	1	28	28	NUM
crl-16846	124	2	.	.	PUNCT
crl-16846	125	1	“	"	PUNCT
crl-16846	125	2	a	a	DET
crl-16846	125	3	brief	brief	ADJ
crl-16846	125	4	history	history	NOUN
crl-16846	125	5	of	of	ADP
crl-16846	125	6	cos	cos	PROPN
crl-16846	125	7	,	,	PUNCT
crl-16846	125	8	”	"	PUNCT
crl-16846	125	9	https://cos.io/about/brief-history-cos-2013-2017	https://cos.io/about/brief-history-cos-2013-2017	PUNCT
crl-16846	126	1	[	[	X
crl-16846	126	2	accessed	access	VERB
crl-16846	126	3	october	october	PROPN
crl-16846	126	4	19	19	NUM
crl-16846	126	5	,	,	PUNCT
crl-16846	126	6	2017	2017	NUM
crl-16846	126	7	]	]	PUNCT
crl-16846	126	8	.	.	PUNCT
crl-16846	127	1	29	29	NUM
crl-16846	127	2	.	.	PUNCT
crl-16846	128	1	“	"	PUNCT
crl-16846	128	2	top	top	ADJ
crl-16846	128	3	guidelines	guideline	NOUN
crl-16846	128	4	,	,	PUNCT
crl-16846	128	5	”	"	PUNCT
crl-16846	128	6	accessed	access	VERB
crl-16846	128	7	september	september	PROPN
crl-16846	128	8	13	13	NUM
crl-16846	128	9	,	,	PUNCT
crl-16846	128	10	2017	2017	NUM
crl-16846	128	11	.	.	PUNCT
crl-16846	129	1	https://cos.io/our-services/top-guidelines/	https://cos.io/our-services/top-guidelines/	PROPN
crl-16846	129	2	30	30	NUM
crl-16846	129	3	.	.	PUNCT
crl-16846	130	1	“	"	PUNCT
crl-16846	130	2	center	center	NOUN
crl-16846	130	3	for	for	ADP
crl-16846	130	4	open	open	ADJ
crl-16846	130	5	science	science	NOUN
crl-16846	130	6	announces	announce	VERB
crl-16846	130	7	elsevier	elsevier	NOUN
crl-16846	130	8	as	as	ADP
crl-16846	130	9	new	new	ADJ
crl-16846	130	10	signatory	signatory	NOUN
crl-16846	130	11	to	to	PART
crl-16846	130	12	top	top	VERB
crl-16846	130	13	guidelines	guideline	NOUN
crl-16846	130	14	,	,	PUNCT
crl-16846	130	15	”	"	PUNCT
crl-16846	130	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	130	17	[	[	X
crl-16846	130	18	accessed	access	VERB
crl-16846	130	19	september	september	PROPN
crl-16846	130	20	30	30	NUM
crl-16846	130	21	,	,	PUNCT
crl-16846	130	22	2017	2017	NUM
crl-16846	130	23	]	]	PUNCT
crl-16846	130	24	.	.	PUNCT
crl-16846	131	1	31	31	NUM
crl-16846	131	2	.	.	PUNCT
crl-16846	131	3	center	center	VERB
crl-16846	131	4	for	for	ADP
crl-16846	131	5	open	open	ADJ
crl-16846	131	6	science	science	NOUN
crl-16846	131	7	,	,	PUNCT
crl-16846	131	8	“	"	PUNCT
crl-16846	131	9	guidelines	guideline	NOUN
crl-16846	131	10	for	for	ADP
crl-16846	131	11	transparency	transparency	NOUN
crl-16846	131	12	and	and	CCONJ
crl-16846	131	13	openness	openness	NOUN
crl-16846	131	14	promotion	promotion	NOUN
crl-16846	131	15	(	(	PUNCT
crl-16846	131	16	top	top	NOUN
crl-16846	131	17	)	)	PUNCT
crl-16846	131	18	in	in	ADP
crl-16846	131	19	journal	journal	ADJ
crl-16846	131	20	policies	policy	NOUN
crl-16846	131	21	and	and	CCONJ
crl-16846	131	22	practices	practice	NOUN
crl-16846	131	23	”	"	PUNCT
crl-16846	131	24	(	(	PUNCT
crl-16846	131	25	paper	paper	NOUN
crl-16846	131	26	presented	present	VERB
crl-16846	131	27	at	at	ADP
crl-16846	131	28	the	the	DET
crl-16846	131	29	cos	cos	PROPN
crl-16846	131	30	,	,	PUNCT
crl-16846	131	31	2015	2015	NUM
crl-16846	131	32	)	)	PUNCT
crl-16846	131	33	.	.	PUNCT
crl-16846	132	1	32	32	NUM
crl-16846	132	2	.	.	PUNCT
crl-16846	133	1	broman	broman	PROPN
crl-16846	133	2	et	et	PROPN
crl-16846	133	3	al	al	PROPN
crl-16846	133	4	.	.	PROPN
crl-16846	133	5	,	,	PUNCT
crl-16846	133	6	“	"	PUNCT
crl-16846	133	7	recommendations	recommendation	NOUN
crl-16846	133	8	to	to	ADP
crl-16846	133	9	funding	funding	NOUN
crl-16846	133	10	agencies	agency	NOUN
crl-16846	133	11	for	for	ADP
crl-16846	133	12	supporting	support	VERB
crl-16846	133	13	reproducible	reproducible	ADJ
crl-16846	133	14	research	research	NOUN
crl-16846	133	15	,	,	PUNCT
crl-16846	133	16	”	"	PUNCT
crl-16846	133	17	3–4	3–4	NUM
crl-16846	133	18	.	.	NOUN
crl-16846	133	19	33	33	NUM
crl-16846	133	20	.	.	PUNCT
crl-16846	134	1	ibid	ibid	NOUN
crl-16846	134	2	.	.	PUNCT
crl-16846	135	1	34	34	NUM
crl-16846	135	2	.	.	PUNCT
crl-16846	136	1	nih	nih	PROPN
crl-16846	136	2	,	,	PUNCT
crl-16846	136	3	“	"	PUNCT
crl-16846	136	4	principles	principle	NOUN
crl-16846	136	5	and	and	CCONJ
crl-16846	136	6	guidelines	guideline	NOUN
crl-16846	136	7	for	for	ADP
crl-16846	136	8	reporting	report	VERB
crl-16846	136	9	preclinical	preclinical	ADJ
crl-16846	136	10	research	research	NOUN
crl-16846	136	11	,	,	PUNCT
crl-16846	136	12	”	"	PUNCT
crl-16846	136	13	national	national	PROPN
crl-16846	136	14	institute	institute	PROPN
crl-16846	136	15	of	of	ADP
crl-16846	136	16	health	health	PROPN
crl-16846	136	17	(	(	PUNCT
crl-16846	136	18	2014	2014	NUM
crl-16846	136	19	)	)	PUNCT
crl-16846	136	20	.	.	PUNCT
crl-16846	137	1	35	35	NUM
crl-16846	137	2	.	.	PUNCT
crl-16846	138	1	federation	federation	PROPN
crl-16846	138	2	of	of	ADP
crl-16846	138	3	american	american	ADJ
crl-16846	138	4	societies	society	NOUN
crl-16846	138	5	for	for	ADP
crl-16846	138	6	experimental	experimental	ADJ
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crl-16846	138	9	“	"	PUNCT
crl-16846	138	10	enhancing	enhance	VERB
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crl-16846	138	13	:	:	PUNCT
crl-16846	138	14	recommendations	recommendation	NOUN
crl-16846	138	15	from	from	ADP
crl-16846	138	16	the	the	DET
crl-16846	138	17	federation	federation	PROPN
crl-16846	138	18	of	of	ADP
crl-16846	138	19	american	american	ADJ
crl-16846	138	20	societies	society	NOUN
crl-16846	138	21	for	for	ADP
crl-16846	138	22	experimental	experimental	ADJ
crl-16846	138	23	biology	biology	NOUN
crl-16846	138	24	,	,	PUNCT
crl-16846	138	25	”	"	PUNCT
crl-16846	138	26	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	NOUN
crl-16846	138	27	[	[	X
crl-16846	138	28	accessed	access	VERB
crl-16846	138	29	may	may	AUX
crl-16846	138	30	25	25	NUM
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crl-16846	138	34	.	.	PUNCT
crl-16846	139	1	36	36	NUM
crl-16846	139	2	.	.	X
crl-16846	139	3	society	society	NOUN
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crl-16846	139	6	,	,	PUNCT
crl-16846	139	7	“	"	PUNCT
crl-16846	139	8	research	research	NOUN
crl-16846	139	9	practices	practice	NOUN
crl-16846	139	10	for	for	ADP
crl-16846	139	11	scientific	scientific	ADJ
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crl-16846	139	13	:	:	PUNCT
crl-16846	139	14	a	a	DET
crl-16846	139	15	resource	resource	NOUN
crl-16846	139	16	for	for	ADP
crl-16846	139	17	discussion	discussion	NOUN
crl-16846	139	18	,	,	PUNCT
crl-16846	139	19	training	training	NOUN
crl-16846	139	20	,	,	PUNCT
crl-16846	139	21	and	and	CCONJ
crl-16846	139	22	practice	practice	NOUN
crl-16846	139	23	,	,	PUNCT
crl-16846	139	24	”	"	PUNCT
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crl-16846	139	26	[	[	X
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crl-16846	139	33	.	.	PUNCT
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crl-16846	140	2	.	.	PUNCT
crl-16846	141	1	c.	c.	PROPN
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crl-16846	141	4	,	,	PUNCT
crl-16846	141	5	alastair	alastair	PROPN
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crl-16846	141	10	ulrich	ulrich	PROPN
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crl-16846	141	12	,	,	PUNCT
crl-16846	141	13	“	"	PUNCT
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crl-16846	141	24	,	,	PUNCT
crl-16846	141	25	”	"	PUNCT
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crl-16846	141	28	(	(	PUNCT
crl-16846	141	29	2015	2015	NUM
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crl-16846	141	31	27	27	NUM
crl-16846	141	32	.	.	X
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crl-16846	142	2	.	.	PUNCT
crl-16846	143	1	victoria	victoria	PROPN
crl-16846	143	2	stodden	stodden	PROPN
crl-16846	143	3	et	et	PROPN
crl-16846	143	4	al	al	PROPN
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crl-16846	143	6	,	,	PUNCT
crl-16846	143	7	“	"	PUNCT
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crl-16846	143	11	to	to	PART
crl-16846	143	12	reproducible	reproducible	VERB
crl-16846	143	13	reproducibility	reproducibility	NOUN
crl-16846	143	14	in	in	ADP
crl-16846	143	15	computational	computational	ADJ
crl-16846	143	16	and	and	CCONJ
crl-16846	143	17	experimental	experimental	ADJ
crl-16846	143	18	mathematics	mathematic	NOUN
crl-16846	143	19	,	,	PUNCT
crl-16846	143	20	”	"	PUNCT
crl-16846	143	21	(	(	PUNCT
crl-16846	143	22	2013	2013	NUM
crl-16846	143	23	)	)	PUNCT
crl-16846	143	24	,	,	PUNCT
crl-16846	143	25	http://stodden.net/icerm_report.pdf	http://stodden.net/icerm_report.pdf	PROPN
crl-16846	143	26	[	[	X
crl-16846	143	27	accessed	access	VERB
crl-16846	143	28	july	july	PROPN
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crl-16846	143	31	2017	2017	NUM
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crl-16846	143	33	.	.	PUNCT
crl-16846	144	1	39	39	NUM
crl-16846	144	2	.	.	PUNCT
crl-16846	145	1	stodden	stodden	PROPN
crl-16846	145	2	et	et	PROPN
crl-16846	145	3	al	al	PROPN
crl-16846	145	4	.	.	PROPN
crl-16846	145	5	,	,	PUNCT
crl-16846	145	6	“	"	PUNCT
crl-16846	145	7	setting	set	VERB
crl-16846	145	8	the	the	DET
crl-16846	145	9	default	default	NOUN
crl-16846	145	10	,	,	PUNCT
crl-16846	145	11	”	"	PUNCT
crl-16846	145	12	7	7	NUM
crl-16846	145	13	.	.	NUM
crl-16846	145	14	40	40	NUM
crl-16846	145	15	.	.	PUNCT
crl-16846	146	1	eric	eric	PROPN
crl-16846	146	2	green	green	PROPN
crl-16846	146	3	et	et	PROPN
crl-16846	146	4	al	al	PROPN
crl-16846	146	5	.	.	PROPN
crl-16846	146	6	,	,	PUNCT
crl-16846	146	7	“	"	PUNCT
crl-16846	146	8	national	national	ADJ
crl-16846	146	9	institutes	institutes	PROPN
crl-16846	146	10	of	of	ADP
crl-16846	146	11	health	health	PROPN
crl-16846	146	12	advisory	advisory	PROPN
crl-16846	146	13	committee	committee	NOUN
crl-16846	146	14	to	to	ADP
crl-16846	146	15	the	the	DET
crl-16846	146	16	director	director	NOUN
crl-16846	146	17	national	national	PROPN
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crl-16846	146	19	of	of	ADP
crl-16846	146	20	medicine	medicine	NOUN
crl-16846	146	21	working	working	NOUN
crl-16846	146	22	group	group	NOUN
crl-16846	146	23	final	final	ADJ
crl-16846	146	24	report	report	NOUN
crl-16846	146	25	,	,	PUNCT
crl-16846	146	26	”	"	PUNCT
crl-16846	146	27	(	(	PUNCT
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crl-16846	146	29	)	)	PUNCT
crl-16846	147	1	,	,	PUNCT
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crl-16846	147	5	report	report	NOUN
crl-16846	147	6	-	-	PUNCT
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crl-16846	147	8	-	-	PUNCT
crl-16846	147	9	acd.pdf	acd.pdf	NOUN
crl-16846	147	10	[	[	PUNCT
crl-16846	147	11	accessed	access	VERB
crl-16846	147	12	july	july	PROPN
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crl-16846	147	14	,	,	PUNCT
crl-16846	147	15	2017	2017	NUM
crl-16846	147	16	]	]	PUNCT
crl-16846	147	17	.	.	PUNCT
crl-16846	148	1	41	41	NUM
crl-16846	148	2	.	.	PUNCT
crl-16846	149	1	“	"	PUNCT
crl-16846	149	2	jove	jove	PROPN
crl-16846	149	3	librarian	librarian	PROPN
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crl-16846	149	5	award	award	NOUN
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crl-16846	149	7	”	"	PUNCT
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crl-16846	149	10	accessed	access	VERB
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crl-16846	149	12	20	20	NUM
crl-16846	149	13	,	,	PUNCT
crl-16846	149	14	2017	2017	NUM
crl-16846	149	15	]	]	PUNCT
crl-16846	149	16	.	.	PUNCT
crl-16846	150	1	42	42	NUM
crl-16846	150	2	.	.	PUNCT
crl-16846	151	1	vicky	vicky	PROPN
crl-16846	151	2	steeves	steeves	PROPN
crl-16846	151	3	,	,	PUNCT
crl-16846	151	4	“	"	PUNCT
crl-16846	151	5	reproducibility	reproducibility	NOUN
crl-16846	151	6	librarianship	librarianship	NOUN
crl-16846	151	7	,	,	PUNCT
crl-16846	151	8	”	"	PUNCT
crl-16846	151	9	collaborative	collaborative	ADJ
crl-16846	151	10	librarianship	librarianship	NOUN
crl-16846	151	11	9	9	NUM
crl-16846	151	12	(	(	PUNCT
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crl-16846	151	14	)	)	PUNCT
crl-16846	151	15	.	.	PUNCT
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crl-16846	153	1	“	"	PUNCT
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crl-16846	155	2	.	.	PUNCT
crl-16846	156	1	“	"	PUNCT
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crl-16846	156	5	,	,	PUNCT
crl-16846	156	6	”	"	PUNCT
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crl-16846	156	8	august	august	PROPN
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crl-16846	156	12	.	.	PUNCT
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crl-16846	157	2	.	.	PUNCT
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crl-16846	158	14	”	"	PUNCT
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crl-16846	160	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	PROPN
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crl-16846	160	11	https://acd.od.nih.gov/documents/reports/report-nlm-06112015-acd.pdf	https://acd.od.nih.gov/documents/reports/report-nlm-06112015-acd.pdf	AUX
crl-16846	160	12	https://www.jove.com/blog/2017/08/21/jove-librarian-travel-award/	https://www.jove.com/blog/2017/08/21/jove-librarian-travel-award/	VERB
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crl-16846	163	12	“	"	PUNCT
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crl-16846	163	18	reproducibility	reproducibility	NOUN
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crl-16846	165	5	(	(	PUNCT
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crl-16846	165	10	”	"	PUNCT
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crl-16846	165	13	[	[	AUX
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crl-16846	165	15	august	august	PROPN
crl-16846	165	16	29	29	NUM
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crl-16846	165	18	2017	2017	NUM
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crl-16846	165	20	.	.	PUNCT
crl-16846	166	1	48	48	NUM
crl-16846	166	2	.	.	PUNCT
crl-16846	167	1	jon	jon	PROPN
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crl-16846	167	3	,	,	PUNCT
crl-16846	167	4	“	"	PUNCT
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crl-16846	167	7	through	through	ADP
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crl-16846	167	9	,	,	PUNCT
crl-16846	167	10	”	"	PUNCT
crl-16846	167	11	in	in	ADP
crl-16846	167	12	continuum	continuum	ADJ
crl-16846	167	13	(	(	PUNCT
crl-16846	167	14	2017	2017	NUM
crl-16846	167	15	)	)	PUNCT
crl-16846	167	16	,	,	PUNCT
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crl-16846	168	5	,	,	PUNCT
crl-16846	168	6	2017	2017	NUM
crl-16846	168	7	]	]	PUNCT
crl-16846	168	8	.	.	PUNCT
crl-16846	169	1	49	49	NUM
crl-16846	169	2	.	.	PUNCT
crl-16846	170	1	“	"	PUNCT
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crl-16846	170	3	,	,	PUNCT
crl-16846	170	4	”	"	PUNCT
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crl-16846	170	8	transparency	transparency	NOUN
crl-16846	170	9	in	in	ADP
crl-16846	170	10	the	the	DET
crl-16846	170	11	social	social	ADJ
crl-16846	170	12	sciences	science	NOUN
crl-16846	170	13	,	,	PUNCT
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crl-16846	170	15	.	.	PUNCT
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crl-16846	170	17	/	/	SYM
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crl-16846	170	20	types	type	NOUN
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crl-16846	170	22	institute/	institute/	NUM
crl-16846	170	23	[	[	X
crl-16846	170	24	accessed	access	VERB
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crl-16846	170	26	30	30	NUM
crl-16846	170	27	,	,	PUNCT
crl-16846	170	28	2017	2017	NUM
crl-16846	170	29	]	]	PUNCT
crl-16846	170	30	.	.	PUNCT
crl-16846	171	1	https://sites.google.com/a/umn.edu/rdm-cop/home	https://sites.google.com/a/umn.edu/rdm-cop/home	ADV
crl-16846	171	2	https://sites.google.com/a/umn.edu/rdm-cop/home	https://sites.google.com/a/umn.edu/rdm-cop/home	NUM
crl-16846	171	3	https://www.continuum.umn.edu/2017/05/improving-research-reproducibility/	https://www.continuum.umn.edu/2017/05/improving-research-reproducibility/	PROPN
crl-16846	171	4	https://www.continuum.umn.edu/2017/05/improving-research-reproducibility/	https://www.continuum.umn.edu/2017/05/improving-research-reproducibility/	PROPN
crl-16846	171	5	https://www.bitss.org/event-types/institute/	https://www.bitss.org/event-types/institute/	PROPN
crl-16846	171	6	https://www.bitss.org/event-types/institute/	https://www.bitss.org/event-types/institute/	NOUN
crl-16846	171	7	_	_	DET
crl-16846	171	8	goback	goback	NOUN