id	sid	tid	token	lemma	pos
crl-26857	1	1	554	554	NUM
crl-26857	1	2	the	the	DET
crl-26857	1	3	data	data	NOUN
crl-26857	1	4	science	science	NOUN
crl-26857	1	5	and	and	CCONJ
crl-26857	1	6	digital	digital	ADJ
crl-26857	1	7	scholarship	scholarship	NOUN
crl-26857	1	8	fellowship	fellowship	NOUN
crl-26857	1	9	program	program	NOUN
crl-26857	1	10	(	(	PUNCT
crl-26857	1	11	ds2f	ds2f	PROPN
crl-26857	1	12	):	):	PUNCT
crl-26857	1	13	a	a	DET
crl-26857	1	14	library	library	NOUN
crl-26857	1	15	-	-	PUNCT
crl-26857	1	16	based	base	VERB
crl-26857	1	17	model	model	NOUN
crl-26857	1	18	for	for	ADP
crl-26857	1	19	addressing	address	VERB
crl-26857	1	20	curricular	curricular	ADJ
crl-26857	1	21	gaps	gap	NOUN
crl-26857	1	22	in	in	ADP
crl-26857	1	23	dataintensive	dataintensive	ADJ
crl-26857	1	24	training	training	NOUN
crl-26857	1	25	and	and	CCONJ
crl-26857	1	26	digital	digital	ADJ
crl-26857	1	27	pedagogy	pedagogy	NOUN
crl-26857	1	28	megan	megan	NOUN
crl-26857	1	29	senseney	senseney	NOUN
crl-26857	1	30	and	and	CCONJ
crl-26857	1	31	jeffrey	jeffrey	PROPN
crl-26857	1	32	c.	c.	PROPN
crl-26857	1	33	oliver	oliver	PROPN
crl-26857	1	34	*	*	PROPN
crl-26857	1	35	the	the	DET
crl-26857	1	36	university	university	PROPN
crl-26857	1	37	of	of	ADP
crl-26857	1	38	arizona	arizona	PROPN
crl-26857	1	39	libraries	library	NOUN
crl-26857	1	40	has	have	AUX
crl-26857	1	41	conducted	conduct	VERB
crl-26857	1	42	a	a	DET
crl-26857	1	43	pilot	pilot	NOUN
crl-26857	1	44	implementation	implementation	NOUN
crl-26857	1	45	of	of	ADP
crl-26857	1	46	a	a	DET
crl-26857	1	47	yearlong	yearlong	ADJ
crl-26857	1	48	digital	digital	ADJ
crl-26857	1	49	scholarship	scholarship	NOUN
crl-26857	1	50	and	and	CCONJ
crl-26857	1	51	data	datum	NOUN
crl-26857	1	52	science	science	NOUN
crl-26857	1	53	fellowship	fellowship	NOUN
crl-26857	1	54	(	(	PUNCT
crl-26857	1	55	ds2f	ds2f	NOUN
crl-26857	1	56	)	)	PUNCT
crl-26857	1	57	to	to	PART
crl-26857	1	58	address	address	VERB
crl-26857	1	59	increasing	increase	VERB
crl-26857	1	60	interest	interest	NOUN
crl-26857	1	61	in	in	ADP
crl-26857	1	62	digital	digital	ADJ
crl-26857	1	63	and	and	CCONJ
crl-26857	1	64	data	datum	NOUN
crl-26857	1	65	-	-	PUNCT
crl-26857	1	66	intensive	intensive	ADJ
crl-26857	1	67	scholarship	scholarship	NOUN
crl-26857	1	68	among	among	ADP
crl-26857	1	69	graduate	graduate	NOUN
crl-26857	1	70	students	student	NOUN
crl-26857	1	71	.	.	PUNCT
crl-26857	2	1	this	this	DET
crl-26857	2	2	article	article	NOUN
crl-26857	2	3	provides	provide	VERB
crl-26857	2	4	details	detail	NOUN
crl-26857	2	5	regarding	regard	VERB
crl-26857	2	6	the	the	DET
crl-26857	2	7	model	model	NOUN
crl-26857	2	8	for	for	ADP
crl-26857	2	9	the	the	DET
crl-26857	2	10	fellowship	fellowship	NOUN
crl-26857	2	11	program	program	NOUN
crl-26857	2	12	;	;	PUNCT
crl-26857	2	13	a	a	DET
crl-26857	2	14	description	description	NOUN
crl-26857	2	15	of	of	ADP
crl-26857	2	16	the	the	DET
crl-26857	2	17	pilot	pilot	NOUN
crl-26857	2	18	implementation	implementation	NOUN
crl-26857	2	19	;	;	PUNCT
crl-26857	2	20	an	an	DET
crl-26857	2	21	assessment	assessment	NOUN
crl-26857	2	22	of	of	ADP
crl-26857	2	23	the	the	DET
crl-26857	2	24	program	program	NOUN
crl-26857	2	25	;	;	PUNCT
crl-26857	2	26	and	and	CCONJ
crl-26857	2	27	recommendations	recommendation	NOUN
crl-26857	2	28	for	for	ADP
crl-26857	2	29	libraries	library	NOUN
crl-26857	2	30	interested	interested	ADJ
crl-26857	2	31	in	in	ADP
crl-26857	2	32	adopting	adopt	VERB
crl-26857	2	33	a	a	DET
crl-26857	2	34	similar	similar	ADJ
crl-26857	2	35	approach	approach	NOUN
crl-26857	2	36	at	at	ADP
crl-26857	2	37	other	other	ADJ
crl-26857	2	38	academic	academic	ADJ
crl-26857	2	39	institutions	institution	NOUN
crl-26857	2	40	.	.	PUNCT
crl-26857	3	1	while	while	SCONJ
crl-26857	3	2	the	the	DET
crl-26857	3	3	program	program	NOUN
crl-26857	3	4	may	may	AUX
crl-26857	3	5	not	not	PART
crl-26857	3	6	be	be	AUX
crl-26857	3	7	fully	fully	ADV
crl-26857	3	8	adaptable	adaptable	ADJ
crl-26857	3	9	within	within	ADP
crl-26857	3	10	all	all	DET
crl-26857	3	11	academic	academic	ADJ
crl-26857	3	12	contexts	context	NOUN
crl-26857	3	13	,	,	PUNCT
crl-26857	3	14	ds2f	ds2f	PROPN
crl-26857	3	15	represents	represent	VERB
crl-26857	3	16	a	a	DET
crl-26857	3	17	cost	cost	NOUN
crl-26857	3	18	-	-	PUNCT
crl-26857	3	19	effective	effective	ADJ
crl-26857	3	20	and	and	CCONJ
crl-26857	3	21	transferable	transferable	ADJ
crl-26857	3	22	model	model	NOUN
crl-26857	3	23	for	for	ADP
crl-26857	3	24	graduate	graduate	NOUN
crl-26857	3	25	student	student	NOUN
crl-26857	3	26	engagement	engagement	NOUN
crl-26857	3	27	in	in	ADP
crl-26857	3	28	digital	digital	ADJ
crl-26857	3	29	scholarship	scholarship	NOUN
crl-26857	3	30	and	and	CCONJ
crl-26857	3	31	data	datum	NOUN
crl-26857	3	32	science	science	NOUN
crl-26857	3	33	.	.	PUNCT
crl-26857	4	1	introduction	introduction	NOUN
crl-26857	4	2	across	across	ADP
crl-26857	4	3	disciplines	discipline	NOUN
crl-26857	4	4	,	,	PUNCT
crl-26857	4	5	increased	increase	VERB
crl-26857	4	6	interest	interest	NOUN
crl-26857	4	7	in	in	ADP
crl-26857	4	8	digital	digital	ADJ
crl-26857	4	9	and	and	CCONJ
crl-26857	4	10	data	datum	NOUN
crl-26857	4	11	-	-	PUNCT
crl-26857	4	12	intensive	intensive	ADJ
crl-26857	4	13	scholarship	scholarship	NOUN
crl-26857	4	14	creates	create	VERB
crl-26857	4	15	a	a	DET
crl-26857	4	16	largely	largely	ADV
crl-26857	4	17	unmet	unmet	NOUN
crl-26857	4	18	need	need	NOUN
crl-26857	4	19	for	for	ADP
crl-26857	4	20	critical	critical	ADJ
crl-26857	4	21	training	training	NOUN
crl-26857	4	22	in	in	ADP
crl-26857	4	23	technical	technical	ADJ
crl-26857	4	24	skills	skill	NOUN
crl-26857	4	25	.	.	PUNCT
crl-26857	5	1	to	to	PART
crl-26857	5	2	address	address	VERB
crl-26857	5	3	that	that	DET
crl-26857	5	4	need	need	NOUN
crl-26857	5	5	,	,	PUNCT
crl-26857	5	6	librarians	librarian	NOUN
crl-26857	5	7	from	from	ADP
crl-26857	5	8	the	the	DET
crl-26857	5	9	university	university	PROPN
crl-26857	5	10	of	of	ADP
crl-26857	5	11	arizona	arizona	PROPN
crl-26857	5	12	libraries	library	NOUN
crl-26857	5	13	developed	develop	VERB
crl-26857	5	14	a	a	DET
crl-26857	5	15	model	model	NOUN
crl-26857	5	16	that	that	PRON
crl-26857	5	17	provided	provide	VERB
crl-26857	5	18	career	career	NOUN
crl-26857	5	19	-	-	PUNCT
crl-26857	5	20	relevant	relevant	ADJ
crl-26857	5	21	professional	professional	ADJ
crl-26857	5	22	development	development	NOUN
crl-26857	5	23	opportunities	opportunity	NOUN
crl-26857	5	24	while	while	SCONJ
crl-26857	5	25	also	also	ADV
crl-26857	5	26	affording	afford	VERB
crl-26857	5	27	campus	campus	NOUN
crl-26857	5	28	-	-	PUNCT
crl-26857	5	29	wide	wide	ADJ
crl-26857	5	30	training	training	NOUN
crl-26857	5	31	through	through	ADP
crl-26857	5	32	a	a	DET
crl-26857	5	33	library	library	NOUN
crl-26857	5	34	-	-	PUNCT
crl-26857	5	35	based	base	VERB
crl-26857	5	36	graduate	graduate	NOUN
crl-26857	5	37	fellowship	fellowship	NOUN
crl-26857	5	38	program	program	NOUN
crl-26857	5	39	focused	focus	VERB
crl-26857	5	40	on	on	ADP
crl-26857	5	41	building	build	VERB
crl-26857	5	42	an	an	DET
crl-26857	5	43	interdisciplinary	interdisciplinary	ADJ
crl-26857	5	44	cohort	cohort	NOUN
crl-26857	5	45	of	of	ADP
crl-26857	5	46	doctoral	doctoral	ADJ
crl-26857	5	47	students	student	NOUN
crl-26857	5	48	from	from	ADP
crl-26857	5	49	across	across	ADP
crl-26857	5	50	campus	campus	NOUN
crl-26857	5	51	.	.	PUNCT
crl-26857	6	1	this	this	DET
crl-26857	6	2	paper	paper	NOUN
crl-26857	6	3	discusses	discuss	VERB
crl-26857	6	4	two	two	NUM
crl-26857	6	5	iterations	iteration	NOUN
crl-26857	6	6	of	of	ADP
crl-26857	6	7	the	the	DET
crl-26857	6	8	year	year	NOUN
crl-26857	6	9	-	-	PUNCT
crl-26857	6	10	long	long	ADJ
crl-26857	6	11	digital	digital	ADJ
crl-26857	6	12	scholarship	scholarship	NOUN
crl-26857	6	13	and	and	CCONJ
crl-26857	6	14	data	datum	NOUN
crl-26857	6	15	science	science	NOUN
crl-26857	6	16	fellowship	fellowship	NOUN
crl-26857	6	17	(	(	PUNCT
crl-26857	6	18	ds2f	ds2f	PROPN
crl-26857	6	19	)	)	PUNCT
crl-26857	6	20	,	,	PUNCT
crl-26857	6	21	which	which	PRON
crl-26857	6	22	were	be	AUX
crl-26857	6	23	implemented	implement	VERB
crl-26857	6	24	first	first	ADV
crl-26857	6	25	in	in	ADP
crl-26857	6	26	2020	2020	NUM
crl-26857	6	27	and	and	CCONJ
crl-26857	6	28	again	again	ADV
crl-26857	6	29	in	in	ADP
crl-26857	6	30	2022	2022	NUM
crl-26857	6	31	.	.	PUNCT
crl-26857	7	1	the	the	DET
crl-26857	7	2	goal	goal	NOUN
crl-26857	7	3	of	of	ADP
crl-26857	7	4	the	the	DET
crl-26857	7	5	paper	paper	NOUN
crl-26857	7	6	is	be	AUX
crl-26857	7	7	to	to	PART
crl-26857	7	8	provide	provide	VERB
crl-26857	7	9	details	detail	NOUN
crl-26857	7	10	regarding	regard	VERB
crl-26857	7	11	the	the	DET
crl-26857	7	12	model	model	NOUN
crl-26857	7	13	for	for	ADP
crl-26857	7	14	the	the	DET
crl-26857	7	15	fellowship	fellowship	NOUN
crl-26857	7	16	program	program	NOUN
crl-26857	7	17	;	;	PUNCT
crl-26857	7	18	a	a	DET
crl-26857	7	19	description	description	NOUN
crl-26857	7	20	of	of	ADP
crl-26857	7	21	the	the	DET
crl-26857	7	22	pilot	pilot	NOUN
crl-26857	7	23	implementation	implementation	NOUN
crl-26857	7	24	and	and	CCONJ
crl-26857	7	25	iterative	iterative	NOUN
crl-26857	7	26	adjustments	adjustment	NOUN
crl-26857	7	27	made	make	VERB
crl-26857	7	28	between	between	ADP
crl-26857	7	29	cohorts	cohort	NOUN
crl-26857	7	30	one	one	NUM
crl-26857	7	31	and	and	CCONJ
crl-26857	7	32	two	two	NUM
crl-26857	7	33	;	;	PUNCT
crl-26857	7	34	an	an	DET
crl-26857	7	35	assessment	assessment	NOUN
crl-26857	7	36	of	of	ADP
crl-26857	7	37	the	the	DET
crl-26857	7	38	program	program	NOUN
crl-26857	7	39	;	;	PUNCT
crl-26857	7	40	and	and	CCONJ
crl-26857	7	41	recommendations	recommendation	NOUN
crl-26857	7	42	for	for	ADP
crl-26857	7	43	libraries	library	NOUN
crl-26857	7	44	interested	interested	ADJ
crl-26857	7	45	in	in	ADP
crl-26857	7	46	adopting	adopt	VERB
crl-26857	7	47	a	a	DET
crl-26857	7	48	similar	similar	ADJ
crl-26857	7	49	approach	approach	NOUN
crl-26857	7	50	at	at	ADP
crl-26857	7	51	other	other	ADJ
crl-26857	7	52	academic	academic	ADJ
crl-26857	7	53	institutions	institution	NOUN
crl-26857	7	54	.	.	PUNCT
crl-26857	8	1	while	while	SCONJ
crl-26857	8	2	the	the	DET
crl-26857	8	3	program	program	NOUN
crl-26857	8	4	may	may	AUX
crl-26857	8	5	not	not	PART
crl-26857	8	6	be	be	AUX
crl-26857	8	7	fully	fully	ADV
crl-26857	8	8	adaptable	adaptable	ADJ
crl-26857	8	9	within	within	ADP
crl-26857	8	10	all	all	DET
crl-26857	8	11	academic	academic	ADJ
crl-26857	8	12	contexts	context	NOUN
crl-26857	8	13	,	,	PUNCT
crl-26857	8	14	ds2f	ds2f	PROPN
crl-26857	8	15	represents	represent	VERB
crl-26857	8	16	a	a	DET
crl-26857	8	17	cost	cost	NOUN
crl-26857	8	18	-	-	PUNCT
crl-26857	8	19	effective	effective	ADJ
crl-26857	8	20	and	and	CCONJ
crl-26857	8	21	transferable	transferable	ADJ
crl-26857	8	22	model	model	NOUN
crl-26857	8	23	for	for	ADP
crl-26857	8	24	engaging	engage	VERB
crl-26857	8	25	graduate	graduate	ADJ
crl-26857	8	26	students	student	NOUN
crl-26857	8	27	in	in	ADP
crl-26857	8	28	extracurricular	extracurricular	ADJ
crl-26857	8	29	teaching	teaching	NOUN
crl-26857	8	30	and	and	CCONJ
crl-26857	8	31	learning	learn	VERB
crl-26857	8	32	in	in	ADP
crl-26857	8	33	support	support	NOUN
crl-26857	8	34	of	of	ADP
crl-26857	8	35	digital	digital	ADJ
crl-26857	8	36	and	and	CCONJ
crl-26857	8	37	data	datum	NOUN
crl-26857	8	38	-	-	PUNCT
crl-26857	8	39	intensive	intensive	ADJ
crl-26857	8	40	research	research	NOUN
crl-26857	8	41	.	.	PUNCT
crl-26857	9	1	*	*	PUNCT
crl-26857	9	2	  	  	SPACE
crl-26857	9	3	megan	megan	NOUN
crl-26857	9	4	senseney	senseney	NOUN
crl-26857	9	5	,	,	PUNCT
crl-26857	9	6	department	department	NOUN
crl-26857	9	7	head	head	NOUN
crl-26857	9	8	,	,	PUNCT
crl-26857	9	9	research	research	NOUN
crl-26857	9	10	engagement	engagement	NOUN
crl-26857	9	11	,	,	PUNCT
crl-26857	9	12	university	university	NOUN
crl-26857	9	13	libraries	library	NOUN
crl-26857	9	14	,	,	PUNCT
crl-26857	9	15	university	university	PROPN
crl-26857	9	16	of	of	ADP
crl-26857	9	17	arizona	arizona	PROPN
crl-26857	9	18	,	,	PUNCT
crl-26857	9	19	msenseney@arizona.edu	msenseney@arizona.edu	PROPN
crl-26857	9	20	;	;	PUNCT
crl-26857	9	21	jeffrey	jeffrey	PROPN
crl-26857	9	22	c.	c.	PROPN
crl-26857	9	23	oliver	oliver	PROPN
crl-26857	9	24	,	,	PUNCT
crl-26857	9	25	phd	phd	NOUN
crl-26857	9	26	,	,	PUNCT
crl-26857	9	27	data	datum	NOUN
crl-26857	9	28	science	science	NOUN
crl-26857	9	29	specialist	specialist	NOUN
crl-26857	9	30	,	,	PUNCT
crl-26857	9	31	research	research	NOUN
crl-26857	9	32	engagement	engagement	NOUN
crl-26857	9	33	,	,	PUNCT
crl-26857	9	34	university	university	NOUN
crl-26857	9	35	libraries	library	NOUN
crl-26857	9	36	,	,	PUNCT
crl-26857	9	37	university	university	PROPN
crl-26857	9	38	of	of	ADP
crl-26857	9	39	arizona	arizona	PROPN
crl-26857	9	40	,	,	PUNCT
crl-26857	9	41	jcoliver@arizona.edu	jcoliver@arizona.edu	PROPN
crl-26857	9	42	.	.	PUNCT
crl-26857	10	1	©	©	PROPN
crl-26857	10	2	2025	2025	NUM
crl-26857	10	3	megan	megan	NOUN
crl-26857	10	4	senseney	senseney	NOUN
crl-26857	10	5	and	and	CCONJ
crl-26857	10	6	jeffrey	jeffrey	PROPN
crl-26857	10	7	c.	c.	PROPN
crl-26857	10	8	oliver	oliver	PROPN
crl-26857	10	9	,	,	PUNCT
crl-26857	10	10	attributionnoncommercial	attributionnoncommercial	PROPN
crl-26857	10	11	(	(	PUNCT
crl-26857	10	12	https://creativecommons.org/licenses/	https://creativecommons.org/licenses/	INTJ
crl-26857	10	13	by	by	ADP
crl-26857	10	14	-	-	PUNCT
crl-26857	10	15	nc/4.0/	nc/4.0/	NOUN
crl-26857	10	16	)	)	PUNCT
crl-26857	10	17	cc	cc	NOUN
crl-26857	10	18	by	by	ADP
crl-26857	10	19	-	-	PUNCT
crl-26857	10	20	nc	nc	PROPN
crl-26857	10	21	mailto:msenseney@arizona.edu	mailto:msenseney@arizona.edu	PROPN
crl-26857	10	22	mailto:jcoliver@arizona.edu	mailto:jcoliver@arizona.edu	PROPN
crl-26857	10	23	https://creativecommons.org/licenses/	https://creativecommons.org/licenses/	INTJ
crl-26857	11	1	the	the	DET
crl-26857	11	2	data	data	NOUN
crl-26857	11	3	science	science	NOUN
crl-26857	11	4	and	and	CCONJ
crl-26857	11	5	digital	digital	ADJ
crl-26857	11	6	scholarship	scholarship	NOUN
crl-26857	11	7	fellowship	fellowship	NOUN
crl-26857	11	8	program	program	NOUN
crl-26857	11	9	(	(	PUNCT
crl-26857	11	10	ds2f	ds2f	PROPN
crl-26857	11	11	)	)	PUNCT
crl-26857	11	12	555	555	NUM
crl-26857	11	13	literature	literature	NOUN
crl-26857	11	14	review	review	VERB
crl-26857	11	15	the	the	DET
crl-26857	11	16	rapidly	rapidly	ADV
crl-26857	11	17	evolving	evolve	VERB
crl-26857	11	18	technological	technological	ADJ
crl-26857	11	19	landscape	landscape	NOUN
crl-26857	11	20	creates	create	VERB
crl-26857	11	21	a	a	DET
crl-26857	11	22	growing	grow	VERB
crl-26857	11	23	need	need	NOUN
crl-26857	11	24	for	for	ADP
crl-26857	11	25	digital	digital	ADJ
crl-26857	11	26	and	and	CCONJ
crl-26857	11	27	data	data	NOUN
crl-26857	11	28	skills	skill	NOUN
crl-26857	11	29	across	across	ADP
crl-26857	11	30	academic	academic	ADJ
crl-26857	11	31	disciplines	discipline	NOUN
crl-26857	11	32	.	.	PUNCT
crl-26857	12	1	for	for	ADP
crl-26857	12	2	example	example	NOUN
crl-26857	12	3	,	,	PUNCT
crl-26857	12	4	text	text	NOUN
crl-26857	12	5	data	datum	NOUN
crl-26857	12	6	mining	mining	NOUN
crl-26857	12	7	(	(	PUNCT
crl-26857	12	8	tdm	tdm	NOUN
crl-26857	12	9	)	)	PUNCT
crl-26857	12	10	is	be	AUX
crl-26857	12	11	growing	grow	VERB
crl-26857	12	12	in	in	ADP
crl-26857	12	13	popularity	popularity	NOUN
crl-26857	12	14	in	in	ADP
crl-26857	12	15	the	the	DET
crl-26857	12	16	humanities	humanity	NOUN
crl-26857	12	17	and	and	CCONJ
crl-26857	12	18	social	social	ADJ
crl-26857	12	19	sciences	science	NOUN
crl-26857	12	20	.	.	PUNCT
crl-26857	13	1	several	several	ADJ
crl-26857	13	2	powerful	powerful	ADJ
crl-26857	13	3	tools	tool	NOUN
crl-26857	13	4	for	for	ADP
crl-26857	13	5	tdm	tdm	NOUN
crl-26857	13	6	are	be	AUX
crl-26857	13	7	available	available	ADJ
crl-26857	13	8	in	in	ADP
crl-26857	13	9	the	the	DET
crl-26857	13	10	python	python	NOUN
crl-26857	13	11	programming	programming	NOUN
crl-26857	13	12	language	language	NOUN
crl-26857	13	13	,	,	PUNCT
crl-26857	13	14	yet	yet	CCONJ
crl-26857	13	15	many	many	ADJ
crl-26857	13	16	colleges	college	NOUN
crl-26857	13	17	and	and	CCONJ
crl-26857	13	18	universities	university	NOUN
crl-26857	13	19	have	have	VERB
crl-26857	13	20	few	few	ADJ
crl-26857	13	21	opportunities	opportunity	NOUN
crl-26857	13	22	for	for	ADP
crl-26857	13	23	students	student	NOUN
crl-26857	13	24	outside	outside	ADP
crl-26857	13	25	of	of	ADP
crl-26857	13	26	traditional	traditional	ADJ
crl-26857	13	27	computer	computer	NOUN
crl-26857	13	28	science	science	NOUN
crl-26857	13	29	programs	program	NOUN
crl-26857	13	30	to	to	PART
crl-26857	13	31	learn	learn	VERB
crl-26857	13	32	how	how	SCONJ
crl-26857	13	33	to	to	PART
crl-26857	13	34	program	program	VERB
crl-26857	13	35	(	(	PUNCT
crl-26857	13	36	feng	feng	PROPN
crl-26857	13	37	et	et	PROPN
crl-26857	13	38	al	al	PROPN
crl-26857	13	39	.	.	PROPN
crl-26857	13	40	,	,	PUNCT
crl-26857	13	41	2020	2020	NUM
crl-26857	13	42	;	;	PUNCT
crl-26857	14	1	hannay	hannay	PROPN
crl-26857	14	2	et	et	PROPN
crl-26857	14	3	al	al	PROPN
crl-26857	14	4	.	.	PROPN
crl-26857	14	5	,	,	PUNCT
crl-26857	14	6	2009	2009	NUM
crl-26857	14	7	;	;	PUNCT
crl-26857	14	8	prabhu	prabhu	PROPN
crl-26857	14	9	et	et	PROPN
crl-26857	14	10	al	al	PROPN
crl-26857	14	11	.	.	PROPN
crl-26857	14	12	,	,	PUNCT
crl-26857	14	13	2011	2011	NUM
crl-26857	14	14	)	)	PUNCT
crl-26857	14	15	.	.	PUNCT
crl-26857	15	1	also	also	ADV
crl-26857	15	2	in	in	ADP
crl-26857	15	3	demand	demand	NOUN
crl-26857	15	4	are	be	AUX
crl-26857	15	5	skills	skill	NOUN
crl-26857	15	6	to	to	ADP
crl-26857	15	7	leverage	leverage	NOUN
crl-26857	15	8	“	"	PUNCT
crl-26857	15	9	big	big	ADJ
crl-26857	15	10	data	datum	NOUN
crl-26857	15	11	”	"	PUNCT
crl-26857	15	12	resources	resource	NOUN
crl-26857	15	13	,	,	PUNCT
crl-26857	15	14	including	include	VERB
crl-26857	15	15	cloud	cloud	NOUN
crl-26857	15	16	computing	computing	NOUN
crl-26857	15	17	and	and	CCONJ
crl-26857	15	18	machine	machine	NOUN
crl-26857	15	19	learning	learning	NOUN
crl-26857	15	20	.	.	PUNCT
crl-26857	16	1	given	give	VERB
crl-26857	16	2	the	the	DET
crl-26857	16	3	growing	grow	VERB
crl-26857	16	4	interest	interest	NOUN
crl-26857	16	5	in	in	ADP
crl-26857	16	6	skills	skill	NOUN
crl-26857	16	7	development	development	NOUN
crl-26857	16	8	in	in	ADP
crl-26857	16	9	these	these	DET
crl-26857	16	10	areas	area	NOUN
crl-26857	16	11	,	,	PUNCT
crl-26857	16	12	demands	demand	NOUN
crl-26857	16	13	for	for	ADP
crl-26857	16	14	training	training	NOUN
crl-26857	16	15	often	often	ADV
crl-26857	16	16	outstrip	outstrip	VERB
crl-26857	16	17	available	available	ADJ
crl-26857	16	18	training	training	NOUN
crl-26857	16	19	opportunities	opportunity	NOUN
crl-26857	16	20	.	.	PUNCT
crl-26857	17	1	many	many	ADJ
crl-26857	17	2	technological	technological	ADJ
crl-26857	17	3	,	,	PUNCT
crl-26857	17	4	computational	computational	ADJ
crl-26857	17	5	,	,	PUNCT
crl-26857	17	6	and	and	CCONJ
crl-26857	17	7	digital	digital	ADJ
crl-26857	17	8	resources	resource	NOUN
crl-26857	17	9	are	be	AUX
crl-26857	17	10	evolving	evolve	VERB
crl-26857	17	11	at	at	ADP
crl-26857	17	12	a	a	DET
crl-26857	17	13	pace	pace	NOUN
crl-26857	17	14	too	too	ADV
crl-26857	17	15	rapid	rapid	ADJ
crl-26857	17	16	for	for	ADP
crl-26857	17	17	traditional	traditional	ADJ
crl-26857	17	18	college	college	NOUN
crl-26857	17	19	curricula	curriculum	NOUN
crl-26857	17	20	to	to	PART
crl-26857	17	21	keep	keep	VERB
crl-26857	17	22	up	up	ADP
crl-26857	17	23	,	,	PUNCT
crl-26857	17	24	leaving	leave	VERB
crl-26857	17	25	many	many	ADJ
crl-26857	17	26	scholars	scholar	NOUN
crl-26857	17	27	to	to	PART
crl-26857	17	28	“	"	PUNCT
crl-26857	17	29	learn	learn	VERB
crl-26857	17	30	on	on	ADP
crl-26857	17	31	their	their	PRON
crl-26857	17	32	own	own	ADJ
crl-26857	17	33	”	"	PUNCT
crl-26857	17	34	(	(	PUNCT
crl-26857	17	35	theobold	theobold	PROPN
crl-26857	17	36	&	&	CCONJ
crl-26857	17	37	hancock	hancock	PROPN
crl-26857	17	38	,	,	PUNCT
crl-26857	17	39	2019	2019	NUM
crl-26857	17	40	)	)	PUNCT
crl-26857	17	41	.	.	PUNCT
crl-26857	18	1	furthermore	furthermore	ADV
crl-26857	18	2	,	,	PUNCT
crl-26857	18	3	the	the	DET
crl-26857	18	4	evolution	evolution	NOUN
crl-26857	18	5	in	in	ADP
crl-26857	18	6	such	such	ADJ
crl-26857	18	7	digital	digital	ADJ
crl-26857	18	8	and	and	CCONJ
crl-26857	18	9	computational	computational	ADJ
crl-26857	18	10	applications	application	NOUN
crl-26857	18	11	is	be	AUX
crl-26857	18	12	likely	likely	ADJ
crl-26857	18	13	to	to	PART
crl-26857	18	14	continue	continue	VERB
crl-26857	18	15	outpacing	outpace	VERB
crl-26857	18	16	strategies	strategy	NOUN
crl-26857	18	17	for	for	ADP
crl-26857	18	18	formal	formal	ADJ
crl-26857	18	19	curricular	curricular	ADJ
crl-26857	18	20	integration	integration	NOUN
crl-26857	18	21	,	,	PUNCT
crl-26857	18	22	given	give	VERB
crl-26857	18	23	that	that	SCONJ
crl-26857	18	24	the	the	DET
crl-26857	18	25	development	development	NOUN
crl-26857	18	26	of	of	ADP
crl-26857	18	27	new	new	ADJ
crl-26857	18	28	courses	course	NOUN
crl-26857	18	29	and	and	CCONJ
crl-26857	18	30	programs	program	NOUN
crl-26857	18	31	can	can	AUX
crl-26857	18	32	take	take	VERB
crl-26857	18	33	years	year	NOUN
crl-26857	18	34	to	to	PART
crl-26857	18	35	complete	complete	VERB
crl-26857	18	36	.	.	PUNCT
crl-26857	19	1	the	the	DET
crl-26857	19	2	failure	failure	NOUN
crl-26857	19	3	to	to	PART
crl-26857	19	4	meet	meet	VERB
crl-26857	19	5	these	these	DET
crl-26857	19	6	training	training	NOUN
crl-26857	19	7	needs	need	NOUN
crl-26857	19	8	leaves	leave	VERB
crl-26857	19	9	graduate	graduate	ADJ
crl-26857	19	10	students	student	NOUN
crl-26857	19	11	underprepared	underprepared	ADJ
crl-26857	19	12	for	for	ADP
crl-26857	19	13	future	future	ADJ
crl-26857	19	14	scholarly	scholarly	ADJ
crl-26857	19	15	endeavors	endeavor	NOUN
crl-26857	19	16	(	(	PUNCT
crl-26857	19	17	e.g.	e.g.	ADV
crl-26857	19	18	,	,	PUNCT
crl-26857	19	19	barone	barone	PROPN
crl-26857	19	20	et	et	PROPN
crl-26857	19	21	al	al	PROPN
crl-26857	19	22	.	.	PROPN
crl-26857	19	23	,	,	PUNCT
crl-26857	19	24	2017	2017	NUM
crl-26857	19	25	;	;	PUNCT
crl-26857	19	26	davenport	davenport	PROPN
crl-26857	19	27	et	et	PROPN
crl-26857	19	28	al	al	PROPN
crl-26857	19	29	.	.	PROPN
crl-26857	19	30	,	,	PUNCT
crl-26857	19	31	2019	2019	NUM
crl-26857	19	32	;	;	PUNCT
crl-26857	19	33	federer	federer	PROPN
crl-26857	19	34	et	et	PROPN
crl-26857	19	35	al	al	PROPN
crl-26857	19	36	.	.	PROPN
crl-26857	19	37	,	,	PUNCT
crl-26857	19	38	2016	2016	NUM
crl-26857	19	39	)	)	PUNCT
crl-26857	19	40	.	.	PUNCT
crl-26857	20	1	extra	extra	ADJ
crl-26857	20	2	-	-	ADJ
crl-26857	20	3	curricular	curricular	ADJ
crl-26857	20	4	efforts	effort	NOUN
crl-26857	20	5	to	to	PART
crl-26857	20	6	address	address	VERB
crl-26857	20	7	the	the	DET
crl-26857	20	8	training	training	NOUN
crl-26857	20	9	gap	gap	NOUN
crl-26857	20	10	are	be	AUX
crl-26857	20	11	underway	underway	ADJ
crl-26857	20	12	,	,	PUNCT
crl-26857	20	13	although	although	SCONJ
crl-26857	20	14	there	there	PRON
crl-26857	20	15	are	be	VERB
crl-26857	20	16	considerable	considerable	ADJ
crl-26857	20	17	opportunities	opportunity	NOUN
crl-26857	20	18	for	for	ADP
crl-26857	20	19	growth	growth	NOUN
crl-26857	20	20	in	in	ADP
crl-26857	20	21	this	this	DET
crl-26857	20	22	area	area	NOUN
crl-26857	20	23	.	.	PUNCT
crl-26857	21	1	for	for	ADP
crl-26857	21	2	example	example	NOUN
crl-26857	21	3	,	,	PUNCT
crl-26857	21	4	short	short	ADJ
crl-26857	21	5	-	-	PUNCT
crl-26857	21	6	format	format	NOUN
crl-26857	21	7	workshops	workshop	NOUN
crl-26857	21	8	as	as	SCONJ
crl-26857	21	9	offered	offer	VERB
crl-26857	21	10	by	by	ADP
crl-26857	21	11	the	the	DET
crl-26857	21	12	carpentries	carpentry	NOUN
crl-26857	21	13	provide	provide	VERB
crl-26857	21	14	an	an	DET
crl-26857	21	15	entry	entry	NOUN
crl-26857	21	16	point	point	NOUN
crl-26857	21	17	for	for	ADP
crl-26857	21	18	data	datum	NOUN
crl-26857	21	19	and	and	CCONJ
crl-26857	21	20	computational	computational	ADJ
crl-26857	21	21	skills	skill	NOUN
crl-26857	21	22	(	(	PUNCT
crl-26857	21	23	baker	baker	PROPN
crl-26857	21	24	et	et	PROPN
crl-26857	21	25	al	al	PROPN
crl-26857	21	26	.	.	PROPN
crl-26857	21	27	,	,	PUNCT
crl-26857	21	28	2016	2016	NUM
crl-26857	21	29	;	;	PUNCT
crl-26857	21	30	wilson	wilson	PROPN
crl-26857	21	31	,	,	PUNCT
crl-26857	21	32	2016	2016	NUM
crl-26857	21	33	)	)	PUNCT
crl-26857	21	34	.	.	PUNCT
crl-26857	22	1	briefly	briefly	ADV
crl-26857	22	2	,	,	PUNCT
crl-26857	22	3	the	the	DET
crl-26857	22	4	carpentries	carpentry	NOUN
crl-26857	22	5	(	(	PUNCT
crl-26857	22	6	https://carpentries.org	https://carpentries.org	PROPN
crl-26857	22	7	)	)	PUNCT
crl-26857	22	8	is	be	AUX
crl-26857	22	9	a	a	DET
crl-26857	22	10	global	global	ADJ
crl-26857	22	11	non	non	ADJ
crl-26857	22	12	-	-	ADJ
crl-26857	22	13	profit	profit	ADJ
crl-26857	22	14	organization	organization	NOUN
crl-26857	22	15	that	that	PRON
crl-26857	22	16	offers	offer	VERB
crl-26857	22	17	skills	skill	NOUN
crl-26857	22	18	development	development	NOUN
crl-26857	22	19	workshops	workshop	NOUN
crl-26857	22	20	to	to	PART
crl-26857	22	21	support	support	VERB
crl-26857	22	22	efficient	efficient	ADJ
crl-26857	22	23	and	and	CCONJ
crl-26857	22	24	reproducible	reproducible	VERB
crl-26857	22	25	research	research	NOUN
crl-26857	22	26	.	.	PUNCT
crl-26857	23	1	such	such	ADJ
crl-26857	23	2	workshops	workshop	NOUN
crl-26857	23	3	include	include	VERB
crl-26857	23	4	discipline	discipline	NOUN
crl-26857	23	5	-	-	PUNCT
crl-26857	23	6	specific	specific	ADJ
crl-26857	23	7	and	and	CCONJ
crl-26857	23	8	discipline	discipline	NOUN
crl-26857	23	9	-	-	PUNCT
crl-26857	23	10	agnostic	agnostic	ADJ
crl-26857	23	11	approaches	approach	NOUN
crl-26857	23	12	,	,	PUNCT
crl-26857	23	13	with	with	ADP
crl-26857	23	14	an	an	DET
crl-26857	23	15	emphasis	emphasis	NOUN
crl-26857	23	16	on	on	ADP
crl-26857	23	17	training	train	VERB
crl-26857	23	18	audiences	audience	NOUN
crl-26857	23	19	on	on	ADP
crl-26857	23	20	how	how	SCONJ
crl-26857	23	21	to	to	PART
crl-26857	23	22	solve	solve	VERB
crl-26857	23	23	problems	problem	NOUN
crl-26857	23	24	as	as	SCONJ
crl-26857	23	25	they	they	PRON
crl-26857	23	26	arise	arise	VERB
crl-26857	23	27	.	.	PUNCT
crl-26857	24	1	the	the	DET
crl-26857	24	2	long	long	ADJ
crl-26857	24	3	-	-	PUNCT
crl-26857	24	4	term	term	NOUN
crl-26857	24	5	impact	impact	NOUN
crl-26857	24	6	of	of	ADP
crl-26857	24	7	the	the	DET
crl-26857	24	8	“	"	PUNCT
crl-26857	24	9	bootcamp	bootcamp	ADJ
crl-26857	24	10	”	"	PUNCT
crl-26857	24	11	format	format	NOUN
crl-26857	24	12	is	be	AUX
crl-26857	24	13	unclear	unclear	ADJ
crl-26857	24	14	(	(	PUNCT
crl-26857	24	15	feldon	feldon	PROPN
crl-26857	24	16	et	et	PROPN
crl-26857	24	17	al	al	PROPN
crl-26857	24	18	.	.	PROPN
crl-26857	24	19	,	,	PUNCT
crl-26857	24	20	2017	2017	NUM
crl-26857	24	21	)	)	PUNCT
crl-26857	24	22	,	,	PUNCT
crl-26857	24	23	and	and	CCONJ
crl-26857	24	24	there	there	PRON
crl-26857	24	25	remain	remain	VERB
crl-26857	24	26	significant	significant	ADJ
crl-26857	24	27	opportunities	opportunity	NOUN
crl-26857	24	28	for	for	ADP
crl-26857	24	29	intermediate	intermediate	ADJ
crl-26857	24	30	-	-	PUNCT
crl-26857	24	31	level	level	NOUN
crl-26857	24	32	training	training	NOUN
crl-26857	24	33	following	follow	VERB
crl-26857	24	34	such	such	ADJ
crl-26857	24	35	novice	novice	NOUN
crl-26857	24	36	-	-	PUNCT
crl-26857	24	37	level	level	NOUN
crl-26857	24	38	training	training	NOUN
crl-26857	24	39	as	as	ADP
crl-26857	24	40	data	data	NOUN
crl-26857	24	41	,	,	PUNCT
crl-26857	24	42	software	software	NOUN
crl-26857	24	43	,	,	PUNCT
crl-26857	24	44	and	and	CCONJ
crl-26857	24	45	library	library	NOUN
crl-26857	24	46	carpentry	carpentry	NOUN
crl-26857	24	47	workshops	workshop	NOUN
crl-26857	24	48	(	(	PUNCT
crl-26857	24	49	williams	williams	PROPN
crl-26857	24	50	&	&	CCONJ
crl-26857	24	51	teal	teal	NOUN
crl-26857	24	52	,	,	PUNCT
crl-26857	24	53	2017	2017	NUM
crl-26857	24	54	)	)	PUNCT
crl-26857	24	55	.	.	PUNCT
crl-26857	25	1	scholars	scholar	NOUN
crl-26857	25	2	seeking	seek	VERB
crl-26857	25	3	to	to	PART
crl-26857	25	4	enhance	enhance	VERB
crl-26857	25	5	their	their	PRON
crl-26857	25	6	skill	skill	NOUN
crl-26857	25	7	set	set	VERB
crl-26857	25	8	often	often	ADV
crl-26857	25	9	lack	lack	VERB
crl-26857	25	10	the	the	DET
crl-26857	25	11	necessary	necessary	ADJ
crl-26857	25	12	support	support	NOUN
crl-26857	25	13	to	to	PART
crl-26857	25	14	translate	translate	VERB
crl-26857	25	15	and	and	CCONJ
crl-26857	25	16	apply	apply	VERB
crl-26857	25	17	their	their	PRON
crl-26857	25	18	introductory	introductory	ADJ
crl-26857	25	19	knowledge	knowledge	NOUN
crl-26857	25	20	to	to	ADP
crl-26857	25	21	real	real	ADJ
crl-26857	25	22	-	-	PUNCT
crl-26857	25	23	world	world	NOUN
crl-26857	25	24	research	research	NOUN
crl-26857	25	25	projects	project	NOUN
crl-26857	25	26	.	.	PUNCT
crl-26857	26	1	this	this	DET
crl-26857	26	2	landscape	landscape	NOUN
crl-26857	26	3	,	,	PUNCT
crl-26857	26	4	where	where	SCONJ
crl-26857	26	5	formal	formal	ADJ
crl-26857	26	6	graduate	graduate	NOUN
crl-26857	26	7	curricula	curriculum	NOUN
crl-26857	26	8	are	be	AUX
crl-26857	26	9	generally	generally	ADV
crl-26857	26	10	outpaced	outpace	VERB
crl-26857	26	11	by	by	ADP
crl-26857	26	12	demand	demand	NOUN
crl-26857	26	13	for	for	ADP
crl-26857	26	14	the	the	DET
crl-26857	26	15	latest	late	ADJ
crl-26857	26	16	skills	skill	NOUN
crl-26857	26	17	,	,	PUNCT
crl-26857	26	18	highlights	highlight	VERB
crl-26857	26	19	the	the	DET
crl-26857	26	20	importance	importance	NOUN
crl-26857	26	21	of	of	ADP
crl-26857	26	22	self	self	NOUN
crl-26857	26	23	-	-	PUNCT
crl-26857	26	24	directed	direct	VERB
crl-26857	26	25	learning	learning	NOUN
crl-26857	26	26	.	.	PUNCT
crl-26857	27	1	self	self	NOUN
crl-26857	27	2	-	-	PUNCT
crl-26857	27	3	directed	direct	VERB
crl-26857	27	4	learning	learning	NOUN
crl-26857	27	5	has	have	AUX
crl-26857	27	6	been	be	AUX
crl-26857	27	7	established	establish	VERB
crl-26857	27	8	as	as	ADP
crl-26857	27	9	an	an	DET
crl-26857	27	10	effective	effective	ADJ
crl-26857	27	11	strategy	strategy	NOUN
crl-26857	27	12	to	to	PART
crl-26857	27	13	support	support	VERB
crl-26857	27	14	life	life	NOUN
crl-26857	27	15	-	-	PUNCT
crl-26857	27	16	long	long	ADV
crl-26857	27	17	learning	learning	NOUN
crl-26857	27	18	(	(	PUNCT
crl-26857	27	19	bergamin	bergamin	PROPN
crl-26857	27	20	et	et	PROPN
crl-26857	27	21	al	al	PROPN
crl-26857	27	22	.	.	PROPN
crl-26857	27	23	,	,	PUNCT
crl-26857	27	24	2019	2019	NUM
crl-26857	27	25	;	;	PUNCT
crl-26857	27	26	boyer	boyer	PROPN
crl-26857	27	27	et	et	PROPN
crl-26857	27	28	al	al	PROPN
crl-26857	27	29	.	.	PROPN
crl-26857	27	30	,	,	PUNCT
crl-26857	27	31	2014	2014	NUM
crl-26857	27	32	;	;	PUNCT
crl-26857	27	33	morris	morris	PROPN
crl-26857	27	34	,	,	PUNCT
crl-26857	27	35	2019	2019	NUM
crl-26857	27	36	)	)	PUNCT
crl-26857	27	37	.	.	PUNCT
crl-26857	28	1	self	self	NOUN
crl-26857	28	2	-	-	PUNCT
crl-26857	28	3	directed	direct	VERB
crl-26857	28	4	learning	learning	NOUN
crl-26857	28	5	is	be	AUX
crl-26857	28	6	not	not	PART
crl-26857	28	7	synonymous	synonymous	ADJ
crl-26857	28	8	with	with	ADP
crl-26857	28	9	guidance	guidance	NOUN
crl-26857	28	10	-	-	PUNCT
crl-26857	28	11	free	free	ADJ
crl-26857	28	12	learning	learning	NOUN
crl-26857	28	13	,	,	PUNCT
crl-26857	28	14	which	which	PRON
crl-26857	28	15	is	be	AUX
crl-26857	28	16	less	less	ADV
crl-26857	28	17	effective	effective	ADJ
crl-26857	28	18	than	than	ADP
crl-26857	28	19	instruction	instruction	NOUN
crl-26857	28	20	that	that	PRON
crl-26857	28	21	includes	include	VERB
crl-26857	28	22	guidance	guidance	NOUN
crl-26857	28	23	for	for	ADP
crl-26857	28	24	learners	learner	NOUN
crl-26857	28	25	(	(	PUNCT
crl-26857	28	26	kirschner	kirschner	PROPN
crl-26857	28	27	et	et	PROPN
crl-26857	28	28	al	al	PROPN
crl-26857	28	29	.	.	PROPN
crl-26857	28	30	2006	2006	NUM
crl-26857	28	31	)	)	PUNCT
crl-26857	28	32	.	.	PUNCT
crl-26857	29	1	self	self	NOUN
crl-26857	29	2	-	-	PUNCT
crl-26857	29	3	directed	direct	VERB
crl-26857	29	4	learning	learning	NOUN
crl-26857	29	5	is	be	AUX
crl-26857	29	6	important	important	ADJ
crl-26857	29	7	for	for	ADP
crl-26857	29	8	the	the	DET
crl-26857	29	9	development	development	NOUN
crl-26857	29	10	of	of	ADP
crl-26857	29	11	computational	computational	ADJ
crl-26857	29	12	and	and	CCONJ
crl-26857	29	13	digital	digital	ADJ
crl-26857	29	14	skills	skill	NOUN
crl-26857	29	15	,	,	PUNCT
crl-26857	29	16	across	across	ADP
crl-26857	29	17	disciplines	discipline	NOUN
crl-26857	29	18	(	(	PUNCT
crl-26857	29	19	e.g.	e.g.	ADV
crl-26857	29	20	,	,	PUNCT
crl-26857	29	21	bobkowski	bobkowski	PROPN
crl-26857	29	22	&	&	CCONJ
crl-26857	29	23	etheridge	etheridge	PROPN
crl-26857	29	24	,	,	PUNCT
crl-26857	29	25	2023	2023	NUM
crl-26857	29	26	;	;	PUNCT
crl-26857	29	27	lawlor	lawlor	PROPN
crl-26857	29	28	et	et	PROPN
crl-26857	29	29	al	al	PROPN
crl-26857	29	30	.	.	PROPN
crl-26857	29	31	,	,	PUNCT
crl-26857	29	32	2022	2022	NUM
crl-26857	29	33	)	)	PUNCT
crl-26857	29	34	.	.	PUNCT
crl-26857	30	1	however	however	ADV
crl-26857	30	2	,	,	PUNCT
crl-26857	30	3	as	as	ADP
crl-26857	30	4	self	self	NOUN
crl-26857	30	5	-	-	PUNCT
crl-26857	30	6	directed	direct	VERB
crl-26857	30	7	learning	learn	VERB
crl-26857	30	8	itself	itself	PRON
crl-26857	30	9	is	be	AUX
crl-26857	30	10	a	a	DET
crl-26857	30	11	skill	skill	NOUN
crl-26857	30	12	,	,	PUNCT
crl-26857	30	13	students	student	NOUN
crl-26857	30	14	are	be	AUX
crl-26857	30	15	likely	likely	ADJ
crl-26857	30	16	to	to	PART
crl-26857	30	17	benefit	benefit	VERB
crl-26857	30	18	from	from	ADP
crl-26857	30	19	explicit	explicit	ADJ
crl-26857	30	20	training	training	NOUN
crl-26857	30	21	,	,	PUNCT
crl-26857	30	22	including	include	VERB
crl-26857	30	23	such	such	ADJ
crl-26857	30	24	strategies	strategy	NOUN
crl-26857	30	25	as	as	ADP
crl-26857	30	26	goal	goal	NOUN
crl-26857	30	27	setting	setting	NOUN
crl-26857	30	28	and	and	CCONJ
crl-26857	30	29	self	self	NOUN
crl-26857	30	30	-	-	PUNCT
crl-26857	30	31	reflection	reflection	NOUN
crl-26857	30	32	(	(	PUNCT
crl-26857	30	33	morris	morris	PROPN
crl-26857	30	34	-	-	PUNCT
crl-26857	30	35	eyton	eyton	PROPN
crl-26857	30	36	&	&	CCONJ
crl-26857	30	37	pretorius	pretorius	PROPN
crl-26857	30	38	,	,	PUNCT
crl-26857	30	39	2023	2023	NUM
crl-26857	30	40	)	)	PUNCT
crl-26857	30	41	.	.	PUNCT
crl-26857	31	1	complementary	complementary	ADJ
crl-26857	31	2	to	to	ADP
crl-26857	31	3	self	self	NOUN
crl-26857	31	4	-	-	PUNCT
crl-26857	31	5	directed	direct	VERB
crl-26857	31	6	learning	learning	NOUN
crl-26857	31	7	as	as	ADP
crl-26857	31	8	a	a	DET
crl-26857	31	9	means	means	NOUN
crl-26857	31	10	of	of	ADP
crl-26857	31	11	skills	skill	NOUN
crl-26857	31	12	acquisition	acquisition	NOUN
crl-26857	31	13	,	,	PUNCT
crl-26857	31	14	the	the	DET
crl-26857	31	15	act	act	NOUN
crl-26857	31	16	of	of	ADP
crl-26857	31	17	teaching	teaching	NOUN
crl-26857	31	18	provides	provide	VERB
crl-26857	31	19	opportunities	opportunity	NOUN
crl-26857	31	20	for	for	ADP
crl-26857	31	21	reinforcement	reinforcement	NOUN
crl-26857	31	22	.	.	PUNCT
crl-26857	32	1	providing	provide	VERB
crl-26857	32	2	students	student	NOUN
crl-26857	32	3	with	with	ADP
crl-26857	32	4	the	the	DET
crl-26857	32	5	opportunity	opportunity	NOUN
crl-26857	32	6	to	to	PART
crl-26857	32	7	teach	teach	VERB
crl-26857	32	8	others	other	NOUN
crl-26857	32	9	,	,	PUNCT
crl-26857	32	10	often	often	ADV
crl-26857	32	11	peers	peer	VERB
crl-26857	32	12	,	,	PUNCT
crl-26857	32	13	can	can	AUX
crl-26857	32	14	improve	improve	VERB
crl-26857	32	15	learning	learn	VERB
crl-26857	32	16	outcomes	outcome	NOUN
crl-26857	32	17	(	(	PUNCT
crl-26857	32	18	duran	duran	NOUN
crl-26857	32	19	,	,	PUNCT
crl-26857	32	20	2017	2017	NUM
crl-26857	32	21	;	;	PUNCT
crl-26857	32	22	pahl	pahl	NOUN
crl-26857	32	23	,	,	PUNCT
crl-26857	32	24	2019	2019	NUM
crl-26857	32	25	)	)	PUNCT
crl-26857	32	26	.	.	PUNCT
crl-26857	33	1	these	these	DET
crl-26857	33	2	approaches	approach	NOUN
crl-26857	33	3	are	be	AUX
crl-26857	33	4	often	often	ADV
crl-26857	33	5	applied	apply	VERB
crl-26857	33	6	in	in	ADP
crl-26857	33	7	teaching	teach	VERB
crl-26857	33	8	conceptual	conceptual	ADJ
crl-26857	33	9	knowledge	knowledge	NOUN
crl-26857	33	10	.	.	PUNCT
crl-26857	34	1	for	for	ADP
crl-26857	34	2	example	example	NOUN
crl-26857	34	3	,	,	PUNCT
crl-26857	34	4	rogers	rogers	PROPN
crl-26857	34	5	found	find	VERB
crl-26857	34	6	that	that	SCONJ
crl-26857	34	7	students	student	NOUN
crl-26857	34	8	in	in	ADP
crl-26857	34	9	an	an	DET
crl-26857	34	10	undergraduate	undergraduate	ADJ
crl-26857	34	11	cognitive	cognitive	ADJ
crl-26857	34	12	psychology	psychology	NOUN
crl-26857	34	13	course	course	NOUN
crl-26857	34	14	had	have	VERB
crl-26857	34	15	higher	high	ADJ
crl-26857	34	16	test	test	NOUN
crl-26857	34	17	scores	score	NOUN
crl-26857	34	18	when	when	SCONJ
crl-26857	34	19	they	they	PRON
crl-26857	34	20	delivered	deliver	VERB
crl-26857	34	21	a	a	DET
crl-26857	34	22	lecture	lecture	NOUN
crl-26857	34	23	to	to	ADP
crl-26857	34	24	their	their	PRON
crl-26857	34	25	peers	peer	NOUN
crl-26857	34	26	on	on	ADP
crl-26857	34	27	a	a	DET
crl-26857	34	28	topic	topic	NOUN
crl-26857	34	29	than	than	ADP
crl-26857	34	30	when	when	SCONJ
crl-26857	34	31	they	they	PRON
crl-26857	34	32	wrote	write	VERB
crl-26857	34	33	a	a	DET
crl-26857	34	34	paper	paper	NOUN
crl-26857	34	35	on	on	ADP
crl-26857	34	36	the	the	DET
crl-26857	34	37	topic	topic	NOUN
crl-26857	34	38	(	(	PUNCT
crl-26857	34	39	2021	2021	NUM
crl-26857	34	40	)	)	PUNCT
crl-26857	34	41	.	.	PUNCT
crl-26857	35	1	the	the	DET
crl-26857	35	2	learning	learning	NOUN
crl-26857	35	3	-	-	PUNCT
crl-26857	35	4	by	by	ADP
crl-26857	35	5	-	-	PUNCT
crl-26857	35	6	teaching	teaching	NOUN
crl-26857	35	7	approach	approach	NOUN
crl-26857	35	8	has	have	AUX
crl-26857	35	9	also	also	ADV
crl-26857	35	10	been	be	AUX
crl-26857	35	11	shown	show	VERB
crl-26857	35	12	to	to	PART
crl-26857	35	13	benefit	benefit	VERB
crl-26857	35	14	skills	skill	NOUN
crl-26857	35	15	development	development	NOUN
crl-26857	35	16	,	,	PUNCT
crl-26857	35	17	especially	especially	ADV
crl-26857	35	18	in	in	ADP
crl-26857	35	19	computational	computational	ADJ
crl-26857	35	20	skills	skill	NOUN
crl-26857	35	21	.	.	PUNCT
crl-26857	36	1	multiple	multiple	ADJ
crl-26857	36	2	studies	study	NOUN
crl-26857	36	3	in	in	ADP
crl-26857	36	4	undergraduate	undergraduate	ADJ
crl-26857	36	5	computer	computer	NOUN
crl-26857	36	6	programming	programming	NOUN
crl-26857	36	7	https://carpentries.org	https://carpentries.org	PROPN
crl-26857	36	8	556	556	NUM
crl-26857	36	9	college	college	PROPN
crl-26857	36	10	&	&	CCONJ
crl-26857	36	11	research	research	PROPN
crl-26857	36	12	libraries	library	NOUN
crl-26857	36	13	july	july	PROPN
crl-26857	36	14	2025	2025	NUM
crl-26857	36	15	courses	course	NOUN
crl-26857	36	16	report	report	VERB
crl-26857	36	17	improved	improve	VERB
crl-26857	36	18	learning	learn	VERB
crl-26857	36	19	outcomes	outcome	NOUN
crl-26857	36	20	when	when	SCONJ
crl-26857	36	21	peer	peer	NOUN
crl-26857	36	22	instruction	instruction	NOUN
crl-26857	36	23	is	be	AUX
crl-26857	36	24	incorporated	incorporate	VERB
crl-26857	36	25	into	into	ADP
crl-26857	36	26	the	the	DET
crl-26857	36	27	course	course	NOUN
crl-26857	36	28	(	(	PUNCT
crl-26857	36	29	e.g.	e.g.	ADV
crl-26857	36	30	,	,	PUNCT
crl-26857	36	31	porter	porter	NOUN
crl-26857	36	32	et	et	PROPN
crl-26857	36	33	al	al	PROPN
crl-26857	36	34	.	.	PROPN
crl-26857	36	35	,	,	PUNCT
crl-26857	36	36	2013	2013	NUM
crl-26857	36	37	;	;	PUNCT
crl-26857	36	38	ruiz	ruiz	PROPN
crl-26857	36	39	de	de	X
crl-26857	36	40	miras	miras	PROPN
crl-26857	36	41	,	,	PUNCT
crl-26857	36	42	2021	2021	NUM
crl-26857	36	43	)	)	PUNCT
crl-26857	36	44	.	.	PUNCT
crl-26857	37	1	opportunities	opportunity	NOUN
crl-26857	37	2	to	to	PART
crl-26857	37	3	teach	teach	VERB
crl-26857	37	4	further	further	ADJ
crl-26857	37	5	serve	serve	VERB
crl-26857	37	6	to	to	PART
crl-26857	37	7	augment	augment	VERB
crl-26857	37	8	and	and	CCONJ
crl-26857	37	9	enhance	enhance	VERB
crl-26857	37	10	the	the	DET
crl-26857	37	11	learning	learning	NOUN
crl-26857	37	12	process	process	NOUN
crl-26857	37	13	for	for	ADP
crl-26857	37	14	graduate	graduate	ADJ
crl-26857	37	15	students	student	NOUN
crl-26857	37	16	,	,	PUNCT
crl-26857	37	17	reinforcing	reinforce	VERB
crl-26857	37	18	their	their	PRON
crl-26857	37	19	own	own	ADJ
crl-26857	37	20	knowledge	knowledge	NOUN
crl-26857	37	21	and	and	CCONJ
crl-26857	37	22	skills	skill	NOUN
crl-26857	37	23	(	(	PUNCT
crl-26857	37	24	shortlidge	shortlidge	NOUN
crl-26857	37	25	&	&	CCONJ
crl-26857	37	26	eddy	eddy	PROPN
crl-26857	37	27	,	,	PUNCT
crl-26857	37	28	2018	2018	NUM
crl-26857	37	29	)	)	PUNCT
crl-26857	37	30	.	.	PUNCT
crl-26857	38	1	effective	effective	ADJ
crl-26857	38	2	teaching	teaching	NOUN
crl-26857	38	3	,	,	PUNCT
crl-26857	38	4	itself	itself	PRON
crl-26857	38	5	,	,	PUNCT
crl-26857	38	6	is	be	AUX
crl-26857	38	7	a	a	DET
crl-26857	38	8	skill	skill	NOUN
crl-26857	38	9	and	and	CCONJ
crl-26857	38	10	there	there	PRON
crl-26857	38	11	is	be	VERB
crl-26857	38	12	a	a	DET
crl-26857	38	13	need	need	NOUN
crl-26857	38	14	for	for	ADP
crl-26857	38	15	those	those	PRON
crl-26857	38	16	delivering	deliver	VERB
crl-26857	38	17	training	training	NOUN
crl-26857	38	18	to	to	PART
crl-26857	38	19	develop	develop	VERB
crl-26857	38	20	instructional	instructional	ADJ
crl-26857	38	21	skills	skill	NOUN
crl-26857	38	22	and	and	CCONJ
crl-26857	38	23	pedagogical	pedagogical	ADJ
crl-26857	38	24	best	good	ADJ
crl-26857	38	25	practices	practice	NOUN
crl-26857	38	26	.	.	PUNCT
crl-26857	39	1	rarely	rarely	ADV
crl-26857	39	2	do	do	VERB
crl-26857	39	3	those	those	PRON
crl-26857	39	4	outside	outside	ADP
crl-26857	39	5	the	the	DET
crl-26857	39	6	field	field	NOUN
crl-26857	39	7	of	of	ADP
crl-26857	39	8	education	education	NOUN
crl-26857	39	9	receive	receive	VERB
crl-26857	39	10	training	training	NOUN
crl-26857	39	11	about	about	ADP
crl-26857	39	12	the	the	DET
crl-26857	39	13	science	science	NOUN
crl-26857	39	14	of	of	ADP
crl-26857	39	15	learning	learning	NOUN
crl-26857	39	16	and	and	CCONJ
crl-26857	39	17	how	how	SCONJ
crl-26857	39	18	teaching	teaching	NOUN
crl-26857	39	19	methods	method	NOUN
crl-26857	39	20	can	can	AUX
crl-26857	39	21	influence	influence	VERB
crl-26857	39	22	learning	learn	VERB
crl-26857	39	23	outcomes	outcome	NOUN
crl-26857	39	24	(	(	PUNCT
crl-26857	39	25	robert	robert	PROPN
crl-26857	39	26	&	&	CCONJ
crl-26857	39	27	carlsen	carlsen	PROPN
crl-26857	39	28	,	,	PUNCT
crl-26857	39	29	2017	2017	NUM
crl-26857	39	30	;	;	PUNCT
crl-26857	40	1	robinson	robinson	PROPN
crl-26857	40	2	&	&	CCONJ
crl-26857	40	3	hope	hope	PROPN
crl-26857	40	4	,	,	PUNCT
crl-26857	40	5	2013	2013	NUM
crl-26857	40	6	)	)	PUNCT
crl-26857	40	7	.	.	PUNCT
crl-26857	41	1	training	train	VERB
crl-26857	41	2	individuals	individual	NOUN
crl-26857	41	3	outside	outside	ADP
crl-26857	41	4	of	of	ADP
crl-26857	41	5	the	the	DET
crl-26857	41	6	computer	computer	NOUN
crl-26857	41	7	sciences	science	NOUN
crl-26857	41	8	in	in	ADP
crl-26857	41	9	the	the	DET
crl-26857	41	10	technical	technical	ADJ
crl-26857	41	11	skills	skill	NOUN
crl-26857	41	12	required	require	VERB
crl-26857	41	13	for	for	ADP
crl-26857	41	14	digital	digital	ADJ
crl-26857	41	15	scholarship	scholarship	NOUN
crl-26857	41	16	and	and	CCONJ
crl-26857	41	17	data	datum	NOUN
crl-26857	41	18	science	science	NOUN
crl-26857	41	19	requires	require	VERB
crl-26857	41	20	an	an	DET
crl-26857	41	21	understanding	understanding	NOUN
crl-26857	41	22	of	of	ADP
crl-26857	41	23	the	the	DET
crl-26857	41	24	novice	novice	NOUN
crl-26857	41	25	perspective	perspective	NOUN
crl-26857	41	26	and	and	CCONJ
crl-26857	41	27	ideally	ideally	ADV
crl-26857	41	28	involves	involve	VERB
crl-26857	41	29	such	such	ADJ
crl-26857	41	30	practices	practice	NOUN
crl-26857	41	31	as	as	ADP
crl-26857	41	32	peer	peer	NOUN
crl-26857	41	33	-	-	PUNCT
crl-26857	41	34	to	to	ADP
crl-26857	41	35	-	-	PUNCT
crl-26857	41	36	peer	peer	NOUN
crl-26857	41	37	learning	learning	NOUN
crl-26857	41	38	and	and	CCONJ
crl-26857	41	39	practical	practical	ADJ
crl-26857	41	40	applications	application	NOUN
crl-26857	41	41	(	(	PUNCT
crl-26857	41	42	brown	brown	PROPN
crl-26857	41	43	&	&	CCONJ
crl-26857	41	44	wilson	wilson	PROPN
crl-26857	41	45	,	,	PUNCT
crl-26857	41	46	2018	2018	NUM
crl-26857	41	47	)	)	PUNCT
crl-26857	41	48	.	.	PUNCT
crl-26857	42	1	active	active	ADJ
crl-26857	42	2	learning	learning	NOUN
crl-26857	42	3	practices	practice	NOUN
crl-26857	42	4	are	be	AUX
crl-26857	42	5	an	an	DET
crl-26857	42	6	effective	effective	ADJ
crl-26857	42	7	means	mean	NOUN
crl-26857	42	8	of	of	ADP
crl-26857	42	9	skills	skill	NOUN
crl-26857	42	10	development	development	NOUN
crl-26857	42	11	in	in	ADP
crl-26857	42	12	problem	problem	NOUN
crl-26857	42	13	solving	solve	VERB
crl-26857	42	14	and	and	CCONJ
crl-26857	42	15	critical	critical	ADJ
crl-26857	42	16	thinking	thinking	NOUN
crl-26857	42	17	(	(	PUNCT
crl-26857	42	18	hepner	hepner	X
crl-26857	42	19	&	&	CCONJ
crl-26857	42	20	carlson	carlson	PROPN
crl-26857	42	21	,	,	PUNCT
crl-26857	42	22	2018	2018	NUM
crl-26857	42	23	;	;	PUNCT
crl-26857	42	24	prince	prince	PROPN
crl-26857	42	25	,	,	PUNCT
crl-26857	42	26	2004	2004	NUM
crl-26857	42	27	;	;	PUNCT
crl-26857	42	28	styers	styer	NOUN
crl-26857	42	29	et	et	PROPN
crl-26857	42	30	al	al	PROPN
crl-26857	42	31	.	.	PROPN
crl-26857	42	32	,	,	PUNCT
crl-26857	42	33	2018	2018	NUM
crl-26857	42	34	)	)	PUNCT
crl-26857	42	35	,	,	PUNCT
crl-26857	42	36	and	and	CCONJ
crl-26857	42	37	there	there	PRON
crl-26857	42	38	are	be	VERB
crl-26857	42	39	growing	grow	VERB
crl-26857	42	40	calls	call	NOUN
crl-26857	42	41	to	to	PART
crl-26857	42	42	adopt	adopt	VERB
crl-26857	42	43	such	such	ADJ
crl-26857	42	44	practices	practice	NOUN
crl-26857	42	45	in	in	ADP
crl-26857	42	46	academic	academic	ADJ
crl-26857	42	47	institutions	institution	NOUN
crl-26857	42	48	(	(	PUNCT
crl-26857	42	49	bradforth	bradforth	NOUN
crl-26857	42	50	et	et	PROPN
crl-26857	42	51	al	al	PROPN
crl-26857	42	52	.	.	PROPN
crl-26857	42	53	,	,	PUNCT
crl-26857	42	54	2015	2015	NUM
crl-26857	42	55	;	;	PUNCT
crl-26857	42	56	stains	stain	NOUN
crl-26857	42	57	et	et	PROPN
crl-26857	42	58	al	al	PROPN
crl-26857	42	59	.	.	PROPN
crl-26857	42	60	,	,	PUNCT
crl-26857	42	61	2018	2018	NUM
crl-26857	42	62	)	)	PUNCT
crl-26857	42	63	.	.	PUNCT
crl-26857	43	1	yet	yet	ADV
crl-26857	43	2	transitioning	transition	VERB
crl-26857	43	3	from	from	ADP
crl-26857	43	4	traditional	traditional	ADJ
crl-26857	43	5	,	,	PUNCT
crl-26857	43	6	lecture	lecture	NOUN
crl-26857	43	7	-	-	PUNCT
crl-26857	43	8	based	base	VERB
crl-26857	43	9	passive	passive	ADJ
crl-26857	43	10	learning	learning	NOUN
crl-26857	43	11	is	be	AUX
crl-26857	43	12	not	not	PART
crl-26857	43	13	trivial	trivial	ADJ
crl-26857	43	14	and	and	CCONJ
crl-26857	43	15	requires	require	VERB
crl-26857	43	16	intentional	intentional	ADJ
crl-26857	43	17	training	training	NOUN
crl-26857	43	18	(	(	PUNCT
crl-26857	43	19	niemi	niemi	PROPN
crl-26857	43	20	,	,	PUNCT
crl-26857	43	21	2002	2002	NUM
crl-26857	43	22	;	;	PUNCT
crl-26857	43	23	white	white	PROPN
crl-26857	43	24	et	et	PROPN
crl-26857	43	25	al	al	PROPN
crl-26857	43	26	.	.	PROPN
crl-26857	43	27	,	,	PUNCT
crl-26857	43	28	2016	2016	NUM
crl-26857	43	29	)	)	PUNCT
crl-26857	43	30	.	.	PUNCT
crl-26857	44	1	academic	academic	ADJ
crl-26857	44	2	libraries	library	NOUN
crl-26857	44	3	are	be	AUX
crl-26857	44	4	well	well	ADV
crl-26857	44	5	-	-	PUNCT
crl-26857	44	6	positioned	position	VERB
crl-26857	44	7	to	to	PART
crl-26857	44	8	address	address	VERB
crl-26857	44	9	the	the	DET
crl-26857	44	10	needs	need	NOUN
crl-26857	44	11	of	of	ADP
crl-26857	44	12	skills	skill	NOUN
crl-26857	44	13	development	development	NOUN
crl-26857	44	14	in	in	ADP
crl-26857	44	15	both	both	CCONJ
crl-26857	44	16	digital	digital	ADJ
crl-26857	44	17	pedagogy	pedagogy	NOUN
crl-26857	44	18	and	and	CCONJ
crl-26857	44	19	computational	computational	ADJ
crl-26857	44	20	and	and	CCONJ
crl-26857	44	21	digital	digital	ADJ
crl-26857	44	22	literacy	literacy	NOUN
crl-26857	44	23	for	for	ADP
crl-26857	44	24	two	two	NUM
crl-26857	44	25	primary	primary	ADJ
crl-26857	44	26	reasons	reason	NOUN
crl-26857	44	27	.	.	PUNCT
crl-26857	45	1	first	first	ADV
crl-26857	45	2	,	,	PUNCT
crl-26857	45	3	the	the	DET
crl-26857	45	4	library	library	NOUN
crl-26857	45	5	is	be	AUX
crl-26857	45	6	largely	largely	ADV
crl-26857	45	7	independent	independent	ADJ
crl-26857	45	8	of	of	ADP
crl-26857	45	9	any	any	DET
crl-26857	45	10	one	one	NUM
crl-26857	45	11	domain	domain	NOUN
crl-26857	45	12	.	.	PUNCT
crl-26857	46	1	in	in	ADP
crl-26857	46	2	the	the	DET
crl-26857	46	3	absence	absence	NOUN
crl-26857	46	4	of	of	ADP
crl-26857	46	5	the	the	DET
crl-26857	46	6	territoriality	territoriality	NOUN
crl-26857	46	7	that	that	PRON
crl-26857	46	8	often	often	ADV
crl-26857	46	9	accompanies	accompany	VERB
crl-26857	46	10	academic	academic	ADJ
crl-26857	46	11	departments	department	NOUN
crl-26857	46	12	,	,	PUNCT
crl-26857	46	13	the	the	DET
crl-26857	46	14	library	library	NOUN
crl-26857	46	15	is	be	AUX
crl-26857	46	16	a	a	DET
crl-26857	46	17	natural	natural	ADJ
crl-26857	46	18	hub	hub	NOUN
crl-26857	46	19	for	for	ADP
crl-26857	46	20	interdisciplinary	interdisciplinary	ADJ
crl-26857	46	21	work	work	NOUN
crl-26857	46	22	.	.	PUNCT
crl-26857	47	1	second	second	ADJ
crl-26857	47	2	,	,	PUNCT
crl-26857	47	3	academic	academic	ADJ
crl-26857	47	4	libraries	library	NOUN
crl-26857	47	5	are	be	AUX
crl-26857	47	6	increasingly	increasingly	ADV
crl-26857	47	7	investing	invest	VERB
crl-26857	47	8	in	in	ADP
crl-26857	47	9	programs	program	NOUN
crl-26857	47	10	supporting	support	VERB
crl-26857	47	11	digital	digital	ADJ
crl-26857	47	12	pedagogy	pedagogy	NOUN
crl-26857	47	13	(	(	PUNCT
crl-26857	47	14	lach	lach	PROPN
crl-26857	47	15	&	&	CCONJ
crl-26857	47	16	pollard	pollard	PROPN
crl-26857	47	17	,	,	PUNCT
crl-26857	47	18	2019	2019	NUM
crl-26857	47	19	)	)	PUNCT
crl-26857	47	20	;	;	PUNCT
crl-26857	48	1	digital	digital	ADJ
crl-26857	48	2	scholarship	scholarship	NOUN
crl-26857	48	3	(	(	PUNCT
crl-26857	48	4	hannah	hannah	PROPN
crl-26857	48	5	et	et	PROPN
crl-26857	48	6	al	al	PROPN
crl-26857	48	7	.	.	PROPN
crl-26857	48	8	,	,	PUNCT
crl-26857	48	9	2020	2020	NUM
crl-26857	48	10	)	)	PUNCT
crl-26857	48	11	;	;	PUNCT
crl-26857	48	12	and	and	CCONJ
crl-26857	48	13	data	datum	NOUN
crl-26857	48	14	science	science	NOUN
crl-26857	48	15	(	(	PUNCT
crl-26857	48	16	oliver	oliver	PROPN
crl-26857	48	17	et	et	PROPN
crl-26857	48	18	al	al	PROPN
crl-26857	48	19	.	.	PROPN
crl-26857	48	20	,	,	PUNCT
crl-26857	48	21	2019	2019	NUM
crl-26857	48	22	)	)	PUNCT
crl-26857	48	23	.	.	PUNCT
crl-26857	49	1	several	several	ADJ
crl-26857	49	2	academic	academic	ADJ
crl-26857	49	3	libraries	library	NOUN
crl-26857	49	4	are	be	AUX
crl-26857	49	5	already	already	ADV
crl-26857	49	6	partnering	partner	VERB
crl-26857	49	7	with	with	ADP
crl-26857	49	8	the	the	DET
crl-26857	49	9	carpentries	carpentry	NOUN
crl-26857	49	10	to	to	PART
crl-26857	49	11	introduce	introduce	VERB
crl-26857	49	12	data	datum	NOUN
crl-26857	49	13	and	and	CCONJ
crl-26857	49	14	programming	programming	NOUN
crl-26857	49	15	skills	skill	NOUN
crl-26857	49	16	to	to	ADP
crl-26857	49	17	scholars	scholar	NOUN
crl-26857	49	18	in	in	ADP
crl-26857	49	19	several	several	ADJ
crl-26857	49	20	disciplines	discipline	NOUN
crl-26857	49	21	.	.	PUNCT
crl-26857	50	1	such	such	ADJ
crl-26857	50	2	efforts	effort	NOUN
crl-26857	50	3	create	create	VERB
crl-26857	50	4	an	an	DET
crl-26857	50	5	opportunity	opportunity	NOUN
crl-26857	50	6	for	for	SCONJ
crl-26857	50	7	libraries	library	NOUN
crl-26857	50	8	to	to	PART
crl-26857	50	9	further	far	ADV
crl-26857	50	10	engage	engage	VERB
crl-26857	50	11	with	with	ADP
crl-26857	50	12	the	the	DET
crl-26857	50	13	campus	campus	NOUN
crl-26857	50	14	community	community	NOUN
crl-26857	50	15	to	to	PART
crl-26857	50	16	develop	develop	VERB
crl-26857	50	17	and	and	CCONJ
crl-26857	50	18	provide	provide	VERB
crl-26857	50	19	intermediate	intermediate	ADJ
crl-26857	50	20	-	-	PUNCT
crl-26857	50	21	level	level	NOUN
crl-26857	50	22	digital	digital	ADJ
crl-26857	50	23	and	and	CCONJ
crl-26857	50	24	data	data	NOUN
crl-26857	50	25	skills	skill	NOUN
crl-26857	50	26	training	training	NOUN
crl-26857	50	27	(	(	PUNCT
crl-26857	50	28	surkis	surki	NOUN
crl-26857	50	29	et	et	NOUN
crl-26857	50	30	al	al	PROPN
crl-26857	50	31	.	.	PROPN
crl-26857	50	32	,	,	PUNCT
crl-26857	50	33	2017	2017	NUM
crl-26857	50	34	)	)	PUNCT
crl-26857	50	35	.	.	PUNCT
crl-26857	51	1	library	library	NOUN
crl-26857	51	2	-	-	PUNCT
crl-26857	51	3	directed	direct	VERB
crl-26857	51	4	programs	program	NOUN
crl-26857	51	5	supporting	support	VERB
crl-26857	51	6	skills	skill	NOUN
crl-26857	51	7	development	development	NOUN
crl-26857	51	8	are	be	AUX
crl-26857	51	9	also	also	ADV
crl-26857	51	10	emerging	emerge	VERB
crl-26857	51	11	,	,	PUNCT
crl-26857	51	12	although	although	SCONJ
crl-26857	51	13	there	there	PRON
crl-26857	51	14	are	be	VERB
crl-26857	51	15	few	few	ADJ
crl-26857	51	16	examples	example	NOUN
crl-26857	51	17	in	in	ADP
crl-26857	51	18	the	the	DET
crl-26857	51	19	published	publish	VERB
crl-26857	51	20	literature	literature	NOUN
crl-26857	51	21	.	.	PUNCT
crl-26857	52	1	for	for	ADP
crl-26857	52	2	example	example	NOUN
crl-26857	52	3	,	,	PUNCT
crl-26857	52	4	the	the	DET
crl-26857	52	5	sherman	sherman	PROPN
crl-26857	52	6	centre	centre	PROPN
crl-26857	52	7	for	for	ADP
crl-26857	52	8	digital	digital	ADJ
crl-26857	52	9	scholarship	scholarship	NOUN
crl-26857	52	10	at	at	ADP
crl-26857	52	11	the	the	DET
crl-26857	52	12	mcmaster	mcmaster	PROPN
crl-26857	52	13	university	university	PROPN
crl-26857	52	14	library	library	NOUN
crl-26857	52	15	runs	run	VERB
crl-26857	52	16	a	a	DET
crl-26857	52	17	mentorship	mentorship	NOUN
crl-26857	52	18	program	program	NOUN
crl-26857	52	19	for	for	ADP
crl-26857	52	20	graduate	graduate	ADJ
crl-26857	52	21	students	student	NOUN
crl-26857	52	22	to	to	PART
crl-26857	52	23	participate	participate	VERB
crl-26857	52	24	in	in	ADP
crl-26857	52	25	interdisciplinary	interdisciplinary	ADJ
crl-26857	52	26	professional	professional	ADJ
crl-26857	52	27	skills	skill	NOUN
crl-26857	52	28	training	training	NOUN
crl-26857	52	29	(	(	PUNCT
crl-26857	52	30	zeffiro	zeffiro	NOUN
crl-26857	52	31	et	et	PROPN
crl-26857	52	32	al	al	PROPN
crl-26857	52	33	.	.	PROPN
crl-26857	52	34	,	,	PUNCT
crl-26857	52	35	2022	2022	NUM
crl-26857	52	36	)	)	PUNCT
crl-26857	52	37	.	.	PUNCT
crl-26857	53	1	in	in	ADP
crl-26857	53	2	another	another	DET
crl-26857	53	3	example	example	NOUN
crl-26857	53	4	,	,	PUNCT
crl-26857	53	5	the	the	DET
crl-26857	53	6	lis	li	NOUN
crl-26857	53	7	education	education	NOUN
crl-26857	53	8	and	and	CCONJ
crl-26857	53	9	data	data	NOUN
crl-26857	53	10	science	science	NOUN
crl-26857	53	11	(	(	PUNCT
crl-26857	53	12	leads	lead	NOUN
crl-26857	53	13	)	)	PUNCT
crl-26857	53	14	fellowship	fellowship	NOUN
crl-26857	53	15	program	program	NOUN
crl-26857	53	16	provided	provide	VERB
crl-26857	53	17	data	datum	NOUN
crl-26857	53	18	science	science	NOUN
crl-26857	53	19	training	training	NOUN
crl-26857	53	20	and	and	CCONJ
crl-26857	53	21	internship	internship	NOUN
crl-26857	53	22	opportunities	opportunity	NOUN
crl-26857	53	23	for	for	ADP
crl-26857	53	24	early	early	ADJ
crl-26857	53	25	career	career	NOUN
crl-26857	53	26	information	information	NOUN
crl-26857	53	27	professionals	professional	NOUN
crl-26857	53	28	(	(	PUNCT
crl-26857	53	29	https://mrc.cci.drexel.edu/	https://mrc.cci.drexel.edu/	PROPN
crl-26857	53	30	research	research	NOUN
crl-26857	53	31	/	/	SYM
crl-26857	53	32	leads/	leads/	NUM
crl-26857	53	33	)	)	PUNCT
crl-26857	53	34	,	,	PUNCT
crl-26857	53	35	and	and	CCONJ
crl-26857	53	36	the	the	DET
crl-26857	53	37	datalistm	datalistm	NOUN
crl-26857	53	38	initiative	initiative	NOUN
crl-26857	53	39	continues	continue	VERB
crl-26857	53	40	to	to	PART
crl-26857	53	41	extend	extend	VERB
crl-26857	53	42	professional	professional	ADJ
crl-26857	53	43	development	development	NOUN
crl-26857	53	44	efforts	effort	NOUN
crl-26857	53	45	in	in	ADP
crl-26857	53	46	data	datum	NOUN
crl-26857	53	47	science	science	NOUN
crl-26857	53	48	for	for	ADP
crl-26857	53	49	library	library	NOUN
crl-26857	53	50	and	and	CCONJ
crl-26857	53	51	information	information	NOUN
crl-26857	53	52	science	science	NOUN
crl-26857	53	53	students	student	NOUN
crl-26857	53	54	(	(	PUNCT
crl-26857	53	55	https://datalis.design/	https://datalis.design/	PROPN
crl-26857	53	56	)	)	PUNCT
crl-26857	53	57	.	.	PUNCT
crl-26857	54	1	such	such	ADJ
crl-26857	54	2	examples	example	NOUN
crl-26857	54	3	demonstrate	demonstrate	VERB
crl-26857	54	4	the	the	DET
crl-26857	54	5	potential	potential	NOUN
crl-26857	54	6	for	for	ADP
crl-26857	54	7	academic	academic	ADJ
crl-26857	54	8	libraries	library	NOUN
crl-26857	54	9	to	to	PART
crl-26857	54	10	drive	drive	VERB
crl-26857	54	11	skills	skill	NOUN
crl-26857	54	12	development	development	NOUN
crl-26857	54	13	and	and	CCONJ
crl-26857	54	14	transform	transform	VERB
crl-26857	54	15	campus	campus	NOUN
crl-26857	54	16	capacity	capacity	NOUN
crl-26857	54	17	for	for	ADP
crl-26857	54	18	digital	digital	ADJ
crl-26857	54	19	and	and	CCONJ
crl-26857	54	20	data	datum	NOUN
crl-26857	54	21	-	-	PUNCT
crl-26857	54	22	intensive	intensive	ADJ
crl-26857	54	23	scholarship	scholarship	NOUN
crl-26857	54	24	.	.	PUNCT
crl-26857	55	1	introducing	introduce	VERB
crl-26857	55	2	the	the	DET
crl-26857	55	3	ds2f	ds2f	PROPN
crl-26857	55	4	model	model	NOUN
crl-26857	55	5	ds2f	ds2f	PROPN
crl-26857	55	6	is	be	AUX
crl-26857	55	7	a	a	DET
crl-26857	55	8	library	library	NOUN
crl-26857	55	9	-	-	PUNCT
crl-26857	55	10	based	base	VERB
crl-26857	55	11	fellowship	fellowship	NOUN
crl-26857	55	12	program	program	NOUN
crl-26857	55	13	intended	intend	VERB
crl-26857	55	14	to	to	PART
crl-26857	55	15	build	build	VERB
crl-26857	55	16	capacity	capacity	NOUN
crl-26857	55	17	for	for	ADP
crl-26857	55	18	campus	campus	NOUN
crl-26857	55	19	-	-	PUNCT
crl-26857	55	20	wide	wide	ADJ
crl-26857	55	21	training	training	NOUN
crl-26857	55	22	in	in	ADP
crl-26857	55	23	data	datum	NOUN
crl-26857	55	24	and	and	CCONJ
crl-26857	55	25	computational	computational	ADJ
crl-26857	55	26	scholarship	scholarship	NOUN
crl-26857	55	27	.	.	PUNCT
crl-26857	56	1	the	the	DET
crl-26857	56	2	fellowship	fellowship	NOUN
crl-26857	56	3	program	program	NOUN
crl-26857	56	4	is	be	AUX
crl-26857	56	5	designed	design	VERB
crl-26857	56	6	to	to	PART
crl-26857	56	7	address	address	VERB
crl-26857	56	8	two	two	NUM
crl-26857	56	9	known	know	VERB
crl-26857	56	10	challenges	challenge	NOUN
crl-26857	56	11	in	in	ADP
crl-26857	56	12	contemporary	contemporary	ADJ
crl-26857	56	13	higher	high	ADJ
crl-26857	56	14	education	education	NOUN
crl-26857	56	15	:	:	PUNCT
crl-26857	56	16	1	1	X
crl-26857	56	17	.	.	X
crl-26857	56	18	insufficient	insufficient	ADJ
crl-26857	56	19	training	training	NOUN
crl-26857	56	20	for	for	ADP
crl-26857	56	21	dataintensive	dataintensive	ADJ
crl-26857	56	22	,	,	PUNCT
crl-26857	56	23	computational	computational	ADJ
crl-26857	56	24	research	research	NOUN
crl-26857	56	25	within	within	ADP
crl-26857	56	26	subject	subject	ADJ
crl-26857	56	27	disciplines	discipline	NOUN
crl-26857	56	28	;	;	PUNCT
crl-26857	56	29	and	and	CCONJ
crl-26857	56	30	2	2	X
crl-26857	56	31	.	.	X
crl-26857	56	32	uneven	uneven	ADJ
crl-26857	56	33	attention	attention	NOUN
crl-26857	56	34	to	to	ADP
crl-26857	56	35	digital	digital	ADJ
crl-26857	56	36	pedagogy	pedagogy	NOUN
crl-26857	56	37	and	and	CCONJ
crl-26857	56	38	strategies	strategy	NOUN
crl-26857	56	39	for	for	ADP
crl-26857	56	40	teaching	teach	VERB
crl-26857	56	41	technical	technical	ADJ
crl-26857	56	42	concepts	concept	NOUN
crl-26857	56	43	within	within	ADP
crl-26857	56	44	graduate	graduate	NOUN
crl-26857	56	45	training	training	NOUN
crl-26857	56	46	programs	program	NOUN
crl-26857	56	47	.	.	PUNCT
crl-26857	57	1	our	our	PRON
crl-26857	57	2	approach	approach	NOUN
crl-26857	57	3	to	to	ADP
crl-26857	57	4	addressing	address	VERB
crl-26857	57	5	these	these	DET
crl-26857	57	6	challenges	challenge	NOUN
crl-26857	57	7	emerged	emerge	VERB
crl-26857	57	8	from	from	ADP
crl-26857	57	9	a	a	DET
crl-26857	57	10	series	series	NOUN
crl-26857	57	11	of	of	ADP
crl-26857	57	12	collaborative	collaborative	ADJ
crl-26857	57	13	conversations	conversation	NOUN
crl-26857	57	14	among	among	ADP
crl-26857	57	15	library	library	ADJ
crl-26857	57	16	faculty	faculty	NOUN
crl-26857	57	17	with	with	ADP
crl-26857	57	18	expertise	expertise	NOUN
crl-26857	57	19	in	in	ADP
crl-26857	57	20	data	datum	NOUN
crl-26857	57	21	science	science	NOUN
crl-26857	57	22	,	,	PUNCT
crl-26857	57	23	digital	digital	ADJ
crl-26857	57	24	scholarship	scholarship	NOUN
crl-26857	57	25	,	,	PUNCT
crl-26857	57	26	instruchttps://mrc.cci.drexel.edu/research/leads/	instruchttps://mrc.cci.drexel.edu/research/leads/	NOUN
crl-26857	57	27	https://mrc.cci.drexel.edu/research/leads/	https://mrc.cci.drexel.edu/research/leads/	NOUN
crl-26857	57	28	https://datalis.design/	https://datalis.design/	PROPN
crl-26857	57	29	the	the	DET
crl-26857	57	30	data	data	NOUN
crl-26857	57	31	science	science	NOUN
crl-26857	57	32	and	and	CCONJ
crl-26857	57	33	digital	digital	ADJ
crl-26857	57	34	scholarship	scholarship	NOUN
crl-26857	57	35	fellowship	fellowship	NOUN
crl-26857	57	36	program	program	NOUN
crl-26857	57	37	(	(	PUNCT
crl-26857	57	38	ds2f	ds2f	NOUN
crl-26857	57	39	)	)	PUNCT
crl-26857	57	40	557	557	NUM
crl-26857	57	41	tional	tional	ADJ
crl-26857	57	42	design	design	NOUN
crl-26857	57	43	,	,	PUNCT
crl-26857	57	44	digital	digital	ADJ
crl-26857	57	45	pedagogy	pedagogy	NOUN
crl-26857	57	46	,	,	PUNCT
crl-26857	57	47	and	and	CCONJ
crl-26857	57	48	open	open	ADJ
crl-26857	57	49	research	research	NOUN
crl-26857	57	50	.	.	PUNCT
crl-26857	58	1	prior	prior	ADJ
crl-26857	58	2	experiences	experience	NOUN
crl-26857	58	3	with	with	ADP
crl-26857	58	4	the	the	DET
crl-26857	58	5	carpentries	carpentry	NOUN
crl-26857	58	6	’	'	PUNCT
crl-26857	58	7	approach	approach	NOUN
crl-26857	58	8	to	to	ADP
crl-26857	58	9	curriculum	curriculum	NOUN
crl-26857	58	10	development	development	NOUN
crl-26857	58	11	includes	include	VERB
crl-26857	58	12	a	a	DET
crl-26857	58	13	focus	focus	NOUN
crl-26857	58	14	on	on	ADP
crl-26857	58	15	reverse	reverse	ADJ
crl-26857	58	16	instructional	instructional	ADJ
crl-26857	58	17	design	design	NOUN
crl-26857	58	18	,	,	PUNCT
crl-26857	58	19	authentic	authentic	ADJ
crl-26857	58	20	tasks	task	NOUN
crl-26857	58	21	,	,	PUNCT
crl-26857	58	22	and	and	CCONJ
crl-26857	58	23	formative	formative	ADJ
crl-26857	58	24	assessment	assessment	NOUN
crl-26857	58	25	.	.	PUNCT
crl-26857	59	1	these	these	DET
crl-26857	59	2	guiding	guide	VERB
crl-26857	59	3	principles	principle	NOUN
crl-26857	59	4	informed	inform	VERB
crl-26857	59	5	our	our	PRON
crl-26857	59	6	strategy	strategy	NOUN
crl-26857	59	7	to	to	PART
crl-26857	59	8	focus	focus	VERB
crl-26857	59	9	on	on	ADP
crl-26857	59	10	teaching	teach	VERB
crl-26857	59	11	fellows	fellow	NOUN
crl-26857	59	12	how	how	SCONJ
crl-26857	59	13	to	to	PART
crl-26857	59	14	approach	approach	VERB
crl-26857	59	15	self	self	NOUN
crl-26857	59	16	-	-	PUNCT
crl-26857	59	17	directed	direct	VERB
crl-26857	59	18	learning	learning	NOUN
crl-26857	59	19	for	for	ADP
crl-26857	59	20	technical	technical	ADJ
crl-26857	59	21	skills	skill	NOUN
crl-26857	59	22	and	and	CCONJ
crl-26857	59	23	how	how	SCONJ
crl-26857	59	24	to	to	PART
crl-26857	59	25	build	build	VERB
crl-26857	59	26	individualized	individualized	ADJ
crl-26857	59	27	self	self	NOUN
crl-26857	59	28	-	-	PUNCT
crl-26857	59	29	directed	direct	VERB
crl-26857	59	30	learning	learning	NOUN
crl-26857	59	31	plans	plan	NOUN
crl-26857	59	32	.	.	PUNCT
crl-26857	60	1	in	in	ADP
crl-26857	60	2	the	the	DET
crl-26857	60	3	first	first	ADJ
crl-26857	60	4	stage	stage	NOUN
crl-26857	60	5	of	of	ADP
crl-26857	60	6	the	the	DET
crl-26857	60	7	curriculum	curriculum	NOUN
crl-26857	60	8	,	,	PUNCT
crl-26857	60	9	fellows	fellow	NOUN
crl-26857	60	10	are	be	AUX
crl-26857	60	11	provided	provide	VERB
crl-26857	60	12	instruction	instruction	NOUN
crl-26857	60	13	on	on	ADP
crl-26857	60	14	how	how	SCONJ
crl-26857	60	15	to	to	PART
crl-26857	60	16	learn	learn	VERB
crl-26857	60	17	.	.	PUNCT
crl-26857	61	1	we	we	PRON
crl-26857	61	2	then	then	ADV
crl-26857	61	3	shift	shift	VERB
crl-26857	61	4	toward	toward	ADP
crl-26857	61	5	a	a	DET
crl-26857	61	6	set	set	NOUN
crl-26857	61	7	of	of	ADP
crl-26857	61	8	curricular	curricular	ADJ
crl-26857	61	9	modules	module	NOUN
crl-26857	61	10	on	on	ADP
crl-26857	61	11	learning	learn	VERB
crl-26857	61	12	how	how	SCONJ
crl-26857	61	13	to	to	PART
crl-26857	61	14	teach	teach	VERB
crl-26857	61	15	technical	technical	ADJ
crl-26857	61	16	skills	skill	NOUN
crl-26857	61	17	and	and	CCONJ
crl-26857	61	18	develop	develop	VERB
crl-26857	61	19	open	open	ADJ
crl-26857	61	20	educational	educational	ADJ
crl-26857	61	21	resources	resource	NOUN
crl-26857	61	22	on	on	ADP
crl-26857	61	23	technical	technical	ADJ
crl-26857	61	24	topics	topic	NOUN
crl-26857	61	25	.	.	PUNCT
crl-26857	62	1	this	this	PRON
crl-26857	62	2	is	be	AUX
crl-26857	62	3	the	the	DET
crl-26857	62	4	point	point	NOUN
crl-26857	62	5	at	at	ADP
crl-26857	62	6	which	which	PRON
crl-26857	62	7	fellows	fellow	NOUN
crl-26857	62	8	also	also	ADV
crl-26857	62	9	shift	shift	VERB
crl-26857	62	10	from	from	ADP
crl-26857	62	11	being	be	AUX
crl-26857	62	12	self	self	NOUN
crl-26857	62	13	-	-	PUNCT
crl-26857	62	14	directed	direct	VERB
crl-26857	62	15	learners	learner	NOUN
crl-26857	62	16	to	to	ADP
crl-26857	62	17	teachers	teacher	NOUN
crl-26857	62	18	in	in	ADP
crl-26857	62	19	their	their	PRON
crl-26857	62	20	own	own	ADJ
crl-26857	62	21	right	right	NOUN
crl-26857	62	22	.	.	PUNCT
crl-26857	63	1	during	during	ADP
crl-26857	63	2	the	the	DET
crl-26857	63	3	second	second	ADJ
crl-26857	63	4	semester	semester	NOUN
crl-26857	63	5	,	,	PUNCT
crl-26857	63	6	fellows	fellow	NOUN
crl-26857	63	7	develop	develop	VERB
crl-26857	63	8	and	and	CCONJ
crl-26857	63	9	deliver	deliver	VERB
crl-26857	63	10	a	a	DET
crl-26857	63	11	workshop	workshop	NOUN
crl-26857	63	12	open	open	ADJ
crl-26857	63	13	to	to	ADP
crl-26857	63	14	the	the	DET
crl-26857	63	15	broader	broad	ADJ
crl-26857	63	16	campus	campus	NOUN
crl-26857	63	17	community	community	NOUN
crl-26857	63	18	that	that	PRON
crl-26857	63	19	introduces	introduce	VERB
crl-26857	63	20	topics	topic	NOUN
crl-26857	63	21	,	,	PUNCT
crl-26857	63	22	skills	skill	NOUN
crl-26857	63	23	,	,	PUNCT
crl-26857	63	24	or	or	CCONJ
crl-26857	63	25	approaches	approach	VERB
crl-26857	63	26	that	that	PRON
crl-26857	63	27	the	the	DET
crl-26857	63	28	fellows	fellow	NOUN
crl-26857	63	29	engaged	engage	VERB
crl-26857	63	30	with	with	ADP
crl-26857	63	31	during	during	ADP
crl-26857	63	32	their	their	PRON
crl-26857	63	33	period	period	NOUN
crl-26857	63	34	of	of	ADP
crl-26857	63	35	self	self	NOUN
crl-26857	63	36	-	-	PUNCT
crl-26857	63	37	directed	direct	VERB
crl-26857	63	38	inquiry	inquiry	NOUN
crl-26857	63	39	.	.	PUNCT
crl-26857	64	1	this	this	DET
crl-26857	64	2	approach	approach	NOUN
crl-26857	64	3	allows	allow	VERB
crl-26857	64	4	us	we	PRON
crl-26857	64	5	to	to	PART
crl-26857	64	6	provide	provide	VERB
crl-26857	64	7	scaffolding	scaffolding	NOUN
crl-26857	64	8	which	which	PRON
crl-26857	64	9	supports	support	VERB
crl-26857	64	10	fellows	fellow	NOUN
crl-26857	64	11	who	who	PRON
crl-26857	64	12	are	be	AUX
crl-26857	64	13	pursuing	pursue	VERB
crl-26857	64	14	a	a	DET
crl-26857	64	15	set	set	NOUN
crl-26857	64	16	of	of	ADP
crl-26857	64	17	learning	learn	VERB
crl-26857	64	18	objectives	objective	NOUN
crl-26857	64	19	that	that	PRON
crl-26857	64	20	vary	vary	VERB
crl-26857	64	21	in	in	ADP
crl-26857	64	22	disciplinary	disciplinary	ADJ
crl-26857	64	23	focus	focus	NOUN
crl-26857	64	24	,	,	PUNCT
crl-26857	64	25	technological	technological	ADJ
crl-26857	64	26	application	application	NOUN
crl-26857	64	27	,	,	PUNCT
crl-26857	64	28	and	and	CCONJ
crl-26857	64	29	overarching	overarching	ADJ
crl-26857	64	30	methodology	methodology	NOUN
crl-26857	64	31	.	.	PUNCT
crl-26857	65	1	our	our	PRON
crl-26857	65	2	approach	approach	NOUN
crl-26857	65	3	to	to	ADP
crl-26857	65	4	facilitating	facilitate	VERB
crl-26857	65	5	self	self	NOUN
crl-26857	65	6	-	-	PUNCT
crl-26857	65	7	directed	direct	VERB
crl-26857	65	8	inquiry	inquiry	NOUN
crl-26857	65	9	is	be	AUX
crl-26857	65	10	also	also	ADV
crl-26857	65	11	intended	intend	VERB
crl-26857	65	12	to	to	PART
crl-26857	65	13	serve	serve	VERB
crl-26857	65	14	fellows	fellow	NOUN
crl-26857	65	15	over	over	ADP
crl-26857	65	16	the	the	DET
crl-26857	65	17	course	course	NOUN
crl-26857	65	18	of	of	ADP
crl-26857	65	19	their	their	PRON
crl-26857	65	20	careers	career	NOUN
crl-26857	65	21	as	as	SCONJ
crl-26857	65	22	they	they	PRON
crl-26857	65	23	continue	continue	VERB
crl-26857	65	24	to	to	PART
crl-26857	65	25	pursue	pursue	VERB
crl-26857	65	26	lifelong	lifelong	ADJ
crl-26857	65	27	learning	learning	NOUN
crl-26857	65	28	in	in	ADP
crl-26857	65	29	step	step	NOUN
crl-26857	65	30	with	with	ADP
crl-26857	65	31	the	the	DET
crl-26857	65	32	pace	pace	NOUN
crl-26857	65	33	of	of	ADP
crl-26857	65	34	change	change	NOUN
crl-26857	65	35	in	in	ADP
crl-26857	65	36	their	their	PRON
crl-26857	65	37	respective	respective	ADJ
crl-26857	65	38	fields	field	NOUN
crl-26857	65	39	.	.	PUNCT
crl-26857	66	1	the	the	DET
crl-26857	66	2	fellowship	fellowship	NOUN
crl-26857	66	3	is	be	AUX
crl-26857	66	4	designed	design	VERB
crl-26857	66	5	to	to	PART
crl-26857	66	6	span	span	VERB
crl-26857	66	7	two	two	NUM
crl-26857	66	8	semesters	semester	NOUN
crl-26857	66	9	.	.	PUNCT
crl-26857	67	1	in	in	ADP
crl-26857	67	2	the	the	DET
crl-26857	67	3	first	first	ADJ
crl-26857	67	4	semester	semester	NOUN
crl-26857	67	5	of	of	ADP
crl-26857	67	6	each	each	DET
crl-26857	67	7	round	round	NOUN
crl-26857	67	8	of	of	ADP
crl-26857	67	9	fellowships	fellowship	NOUN
crl-26857	67	10	,	,	PUNCT
crl-26857	67	11	students	student	NOUN
crl-26857	67	12	engage	engage	VERB
crl-26857	67	13	in	in	ADP
crl-26857	67	14	a	a	DET
crl-26857	67	15	scaffolded	scaffolded	ADJ
crl-26857	67	16	process	process	NOUN
crl-26857	67	17	of	of	ADP
crl-26857	67	18	cross	cross	ADJ
crl-26857	67	19	-	-	ADJ
crl-26857	67	20	disciplinary	disciplinary	ADJ
crl-26857	67	21	and	and	CCONJ
crl-26857	67	22	inquiry	inquiry	NOUN
crl-26857	67	23	-	-	PUNCT
crl-26857	67	24	based	base	VERB
crl-26857	67	25	learning	learning	NOUN
crl-26857	67	26	.	.	PUNCT
crl-26857	68	1	during	during	ADP
crl-26857	68	2	this	this	DET
crl-26857	68	3	period	period	NOUN
crl-26857	68	4	,	,	PUNCT
crl-26857	68	5	library	library	NOUN
crl-26857	68	6	faculty	faculty	NOUN
crl-26857	68	7	facilitate	facilitate	VERB
crl-26857	68	8	a	a	DET
crl-26857	68	9	series	series	NOUN
crl-26857	68	10	of	of	ADP
crl-26857	68	11	monthly	monthly	ADJ
crl-26857	68	12	workshops	workshop	NOUN
crl-26857	68	13	focused	focus	VERB
crl-26857	68	14	on	on	ADP
crl-26857	68	15	self	self	NOUN
crl-26857	68	16	-	-	PUNCT
crl-26857	68	17	directed	direct	VERB
crl-26857	68	18	learning	learning	NOUN
crl-26857	68	19	,	,	PUNCT
crl-26857	68	20	project	project	NOUN
crl-26857	68	21	management	management	NOUN
crl-26857	68	22	,	,	PUNCT
crl-26857	68	23	and	and	CCONJ
crl-26857	68	24	research	research	NOUN
crl-26857	68	25	management	management	NOUN
crl-26857	68	26	.	.	PUNCT
crl-26857	69	1	in	in	ADP
crl-26857	69	2	the	the	DET
crl-26857	69	3	interim	interim	ADJ
crl-26857	69	4	weeks	week	NOUN
crl-26857	69	5	between	between	ADP
crl-26857	69	6	workshops	workshop	NOUN
crl-26857	69	7	,	,	PUNCT
crl-26857	69	8	fellows	fellow	NOUN
crl-26857	69	9	assemble	assemble	VERB
crl-26857	69	10	to	to	PART
crl-26857	69	11	work	work	VERB
crl-26857	69	12	on	on	ADP
crl-26857	69	13	individual	individual	ADJ
crl-26857	69	14	learning	learning	NOUN
crl-26857	69	15	and	and	CCONJ
crl-26857	69	16	to	to	PART
crl-26857	69	17	access	access	VERB
crl-26857	69	18	support	support	NOUN
crl-26857	69	19	from	from	ADP
crl-26857	69	20	library	library	ADJ
crl-26857	69	21	faculty	faculty	NOUN
crl-26857	69	22	mentors	mentor	NOUN
crl-26857	69	23	and	and	CCONJ
crl-26857	69	24	other	other	ADJ
crl-26857	69	25	fellows	fellow	NOUN
crl-26857	69	26	.	.	PUNCT
crl-26857	70	1	these	these	DET
crl-26857	70	2	working	work	VERB
crl-26857	70	3	sessions	session	NOUN
crl-26857	70	4	are	be	AUX
crl-26857	70	5	supported	support	VERB
crl-26857	70	6	by	by	ADP
crl-26857	70	7	the	the	DET
crl-26857	70	8	team	team	NOUN
crl-26857	70	9	of	of	ADP
crl-26857	70	10	library	library	NOUN
crl-26857	70	11	faculty	faculty	NOUN
crl-26857	70	12	delivering	deliver	VERB
crl-26857	70	13	workshops	workshop	NOUN
crl-26857	70	14	and	and	CCONJ
crl-26857	70	15	sponsoring	sponsor	VERB
crl-26857	70	16	the	the	DET
crl-26857	70	17	fellowship	fellowship	NOUN
crl-26857	70	18	.	.	PUNCT
crl-26857	71	1	regular	regular	ADJ
crl-26857	71	2	,	,	PUNCT
crl-26857	71	3	sustained	sustained	ADJ
crl-26857	71	4	contact	contact	NOUN
crl-26857	71	5	between	between	ADP
crl-26857	71	6	library	library	NOUN
crl-26857	71	7	faculty	faculty	NOUN
crl-26857	71	8	and	and	CCONJ
crl-26857	71	9	fellows	fellow	NOUN
crl-26857	71	10	is	be	AUX
crl-26857	71	11	intended	intend	VERB
crl-26857	71	12	to	to	PART
crl-26857	71	13	provide	provide	VERB
crl-26857	71	14	connection	connection	NOUN
crl-26857	71	15	and	and	CCONJ
crl-26857	71	16	support	support	NOUN
crl-26857	71	17	,	,	PUNCT
crl-26857	71	18	and	and	CCONJ
crl-26857	71	19	facilitation	facilitation	NOUN
crl-26857	71	20	is	be	AUX
crl-26857	71	21	a	a	DET
crl-26857	71	22	shared	share	VERB
crl-26857	71	23	duty	duty	NOUN
crl-26857	71	24	among	among	ADP
crl-26857	71	25	the	the	DET
crl-26857	71	26	faculty	faculty	NOUN
crl-26857	71	27	leads	lead	VERB
crl-26857	71	28	.	.	PUNCT
crl-26857	72	1	outside	outside	ADP
crl-26857	72	2	of	of	ADP
crl-26857	72	3	weekly	weekly	ADJ
crl-26857	72	4	meetings	meeting	NOUN
crl-26857	72	5	,	,	PUNCT
crl-26857	72	6	the	the	DET
crl-26857	72	7	ua	ua	PROPN
crl-26857	72	8	library	library	PROPN
crl-26857	72	9	supports	support	VERB
crl-26857	72	10	a	a	DET
crl-26857	72	11	slack	slack	NOUN
crl-26857	72	12	workspace	workspace	NOUN
crl-26857	72	13	to	to	PART
crl-26857	72	14	further	far	ADV
crl-26857	72	15	facilitate	facilitate	VERB
crl-26857	72	16	communication	communication	NOUN
crl-26857	72	17	and	and	CCONJ
crl-26857	72	18	collaboration	collaboration	NOUN
crl-26857	72	19	among	among	ADP
crl-26857	72	20	library	library	NOUN
crl-26857	72	21	personnel	personnel	NOUN
crl-26857	72	22	and	and	CCONJ
crl-26857	72	23	fellows	fellow	NOUN
crl-26857	72	24	.	.	PUNCT
crl-26857	73	1	in	in	ADP
crl-26857	73	2	semester	semester	NOUN
crl-26857	73	3	two	two	NUM
crl-26857	73	4	,	,	PUNCT
crl-26857	73	5	fellows	fellow	NOUN
crl-26857	73	6	focus	focus	VERB
crl-26857	73	7	on	on	ADP
crl-26857	73	8	creating	create	VERB
crl-26857	73	9	their	their	PRON
crl-26857	73	10	workshops	workshop	NOUN
crl-26857	73	11	for	for	ADP
crl-26857	73	12	delivery	delivery	NOUN
crl-26857	73	13	to	to	ADP
crl-26857	73	14	the	the	DET
crl-26857	73	15	campus	campus	NOUN
crl-26857	73	16	.	.	PUNCT
crl-26857	74	1	throughout	throughout	ADP
crl-26857	74	2	this	this	DET
crl-26857	74	3	period	period	NOUN
crl-26857	74	4	,	,	PUNCT
crl-26857	74	5	library	library	NOUN
crl-26857	74	6	faculty	faculty	NOUN
crl-26857	74	7	continue	continue	VERB
crl-26857	74	8	to	to	PART
crl-26857	74	9	deliver	deliver	VERB
crl-26857	74	10	monthly	monthly	ADJ
crl-26857	74	11	workshops	workshop	NOUN
crl-26857	74	12	with	with	ADP
crl-26857	74	13	a	a	DET
crl-26857	74	14	focus	focus	NOUN
crl-26857	74	15	on	on	ADP
crl-26857	74	16	instructional	instructional	ADJ
crl-26857	74	17	design	design	NOUN
crl-26857	74	18	,	,	PUNCT
crl-26857	74	19	digital	digital	ADJ
crl-26857	74	20	pedagogy	pedagogy	NOUN
crl-26857	74	21	,	,	PUNCT
crl-26857	74	22	and	and	CCONJ
crl-26857	74	23	open	open	VERB
crl-26857	74	24	educational	educational	ADJ
crl-26857	74	25	resources	resource	NOUN
crl-26857	74	26	.	.	PUNCT
crl-26857	75	1	all	all	DET
crl-26857	75	2	fellows	fellow	NOUN
crl-26857	75	3	work	work	VERB
crl-26857	75	4	with	with	ADP
crl-26857	75	5	library	library	ADJ
crl-26857	75	6	faculty	faculty	NOUN
crl-26857	75	7	to	to	PART
crl-26857	75	8	determine	determine	VERB
crl-26857	75	9	dates	date	NOUN
crl-26857	75	10	and	and	CCONJ
crl-26857	75	11	times	time	NOUN
crl-26857	75	12	for	for	ADP
crl-26857	75	13	the	the	DET
crl-26857	75	14	culminating	culminate	VERB
crl-26857	75	15	open	open	ADJ
crl-26857	75	16	workshop	workshop	NOUN
crl-26857	75	17	series	series	NOUN
crl-26857	75	18	delivered	deliver	VERB
crl-26857	75	19	by	by	ADP
crl-26857	75	20	the	the	DET
crl-26857	75	21	fellows	fellow	NOUN
crl-26857	75	22	.	.	PUNCT
crl-26857	76	1	in	in	ADP
crl-26857	76	2	the	the	DET
crl-26857	76	3	final	final	ADJ
crl-26857	76	4	weeks	week	NOUN
crl-26857	76	5	of	of	ADP
crl-26857	76	6	the	the	DET
crl-26857	76	7	program	program	NOUN
crl-26857	76	8	,	,	PUNCT
crl-26857	76	9	fellows	fellow	NOUN
crl-26857	76	10	package	package	VERB
crl-26857	76	11	their	their	PRON
crl-26857	76	12	workshop	workshop	NOUN
crl-26857	76	13	materials	material	NOUN
crl-26857	76	14	into	into	ADP
crl-26857	76	15	an	an	DET
crl-26857	76	16	open	open	ADJ
crl-26857	76	17	educational	educational	ADJ
crl-26857	76	18	resource	resource	NOUN
crl-26857	76	19	and	and	CCONJ
crl-26857	76	20	conduct	conduct	VERB
crl-26857	76	21	a	a	DET
crl-26857	76	22	self	self	NOUN
crl-26857	76	23	-	-	PUNCT
crl-26857	76	24	assessment	assessment	NOUN
crl-26857	76	25	of	of	ADP
crl-26857	76	26	their	their	PRON
crl-26857	76	27	instructional	instructional	ADJ
crl-26857	76	28	efforts	effort	NOUN
crl-26857	76	29	while	while	SCONJ
crl-26857	76	30	also	also	ADV
crl-26857	76	31	providing	provide	VERB
crl-26857	76	32	feedback	feedback	NOUN
crl-26857	76	33	on	on	ADP
crl-26857	76	34	the	the	DET
crl-26857	76	35	overarching	overarching	ADJ
crl-26857	76	36	fellowship	fellowship	NOUN
crl-26857	76	37	program	program	NOUN
crl-26857	76	38	.	.	PUNCT
crl-26857	77	1	emphasizing	emphasize	VERB
crl-26857	77	2	student	student	NOUN
crl-26857	77	3	-	-	PUNCT
crl-26857	77	4	generated	generate	VERB
crl-26857	77	5	teaching	teaching	NOUN
crl-26857	77	6	materials	material	NOUN
crl-26857	77	7	as	as	SCONJ
crl-26857	77	8	the	the	DET
crl-26857	77	9	fellowship	fellowship	NOUN
crl-26857	77	10	’s	’s	PART
crl-26857	77	11	primary	primary	ADJ
crl-26857	77	12	outcome	outcome	NOUN
crl-26857	77	13	leverages	leverage	VERB
crl-26857	77	14	potential	potential	ADJ
crl-26857	77	15	benefits	benefit	NOUN
crl-26857	77	16	associated	associate	VERB
crl-26857	77	17	with	with	ADP
crl-26857	77	18	peer	peer	NOUN
crl-26857	77	19	learning	learning	NOUN
crl-26857	77	20	,	,	PUNCT
crl-26857	77	21	active	active	ADJ
crl-26857	77	22	learning	learning	NOUN
crl-26857	77	23	,	,	PUNCT
crl-26857	77	24	engagement	engagement	NOUN
crl-26857	77	25	with	with	ADP
crl-26857	77	26	information	information	NOUN
crl-26857	77	27	and	and	CCONJ
crl-26857	77	28	communication	communication	NOUN
crl-26857	77	29	technologies	technology	NOUN
crl-26857	77	30	,	,	PUNCT
crl-26857	77	31	and	and	CCONJ
crl-26857	77	32	learning	learn	VERB
crl-26857	77	33	through	through	ADP
crl-26857	77	34	teaching	teaching	NOUN
crl-26857	77	35	(	(	PUNCT
crl-26857	77	36	ribosa	ribosa	PROPN
crl-26857	77	37	&	&	CCONJ
crl-26857	77	38	duran	duran	PROPN
crl-26857	77	39	,	,	PUNCT
crl-26857	77	40	2022	2022	NUM
crl-26857	77	41	)	)	PUNCT
crl-26857	77	42	.	.	PUNCT
crl-26857	78	1	the	the	DET
crl-26857	78	2	fellowship	fellowship	NOUN
crl-26857	78	3	program	program	NOUN
crl-26857	78	4	requires	require	VERB
crl-26857	78	5	coordination	coordination	NOUN
crl-26857	78	6	,	,	PUNCT
crl-26857	78	7	planning	planning	NOUN
crl-26857	78	8	,	,	PUNCT
crl-26857	78	9	and	and	CCONJ
crl-26857	78	10	evaluation	evaluation	NOUN
crl-26857	78	11	on	on	ADP
crl-26857	78	12	the	the	DET
crl-26857	78	13	part	part	NOUN
crl-26857	78	14	of	of	ADP
crl-26857	78	15	participating	participate	VERB
crl-26857	78	16	library	library	ADJ
crl-26857	78	17	faculty	faculty	NOUN
crl-26857	78	18	.	.	PUNCT
crl-26857	79	1	preparatory	preparatory	ADJ
crl-26857	79	2	activities	activity	NOUN
crl-26857	79	3	include	include	VERB
crl-26857	79	4	securing	secure	VERB
crl-26857	79	5	funds	fund	NOUN
crl-26857	79	6	,	,	PUNCT
crl-26857	79	7	recruiting	recruit	VERB
crl-26857	79	8	applicants	applicant	NOUN
crl-26857	79	9	,	,	PUNCT
crl-26857	79	10	offering	offer	VERB
crl-26857	79	11	information	information	NOUN
crl-26857	79	12	sessions	session	NOUN
crl-26857	79	13	about	about	ADP
crl-26857	79	14	the	the	DET
crl-26857	79	15	program	program	NOUN
crl-26857	79	16	,	,	PUNCT
crl-26857	79	17	reviewing	review	VERB
crl-26857	79	18	application	application	NOUN
crl-26857	79	19	packages	package	NOUN
crl-26857	79	20	against	against	ADP
crl-26857	79	21	a	a	DET
crl-26857	79	22	predetermined	predetermine	VERB
crl-26857	79	23	rubric	rubric	NOUN
crl-26857	79	24	,	,	PUNCT
crl-26857	79	25	communicating	communicate	VERB
crl-26857	79	26	with	with	ADP
crl-26857	79	27	accepted	accepted	ADJ
crl-26857	79	28	fellows	fellow	NOUN
crl-26857	79	29	,	,	PUNCT
crl-26857	79	30	and	and	CCONJ
crl-26857	79	31	disbursing	disburse	VERB
crl-26857	79	32	funding	funding	NOUN
crl-26857	79	33	.	.	PUNCT
crl-26857	80	1	faculty	faculty	NOUN
crl-26857	80	2	also	also	ADV
crl-26857	80	3	prepare	prepare	VERB
crl-26857	80	4	workshop	workshop	NOUN
crl-26857	80	5	materials	material	NOUN
crl-26857	80	6	to	to	PART
crl-26857	80	7	deliver	deliver	VERB
crl-26857	80	8	to	to	ADP
crl-26857	80	9	the	the	DET
crl-26857	80	10	fellows	fellow	NOUN
crl-26857	80	11	and	and	CCONJ
crl-26857	80	12	develop	develop	VERB
crl-26857	80	13	facilitation	facilitation	NOUN
crl-26857	80	14	guides	guide	NOUN
crl-26857	80	15	for	for	ADP
crl-26857	80	16	the	the	DET
crl-26857	80	17	working	work	VERB
crl-26857	80	18	meetings	meeting	NOUN
crl-26857	80	19	between	between	ADP
crl-26857	80	20	workshops	workshop	NOUN
crl-26857	80	21	.	.	PUNCT
crl-26857	81	1	during	during	ADP
crl-26857	81	2	the	the	DET
crl-26857	81	3	active	active	ADJ
crl-26857	81	4	fellowship	fellowship	NOUN
crl-26857	81	5	period	period	NOUN
crl-26857	81	6	,	,	PUNCT
crl-26857	81	7	library	library	NOUN
crl-26857	81	8	faculty	faculty	NOUN
crl-26857	81	9	are	be	AUX
crl-26857	81	10	committed	commit	VERB
crl-26857	81	11	to	to	ADP
crl-26857	81	12	maintaining	maintain	VERB
crl-26857	81	13	active	active	ADJ
crl-26857	81	14	,	,	PUNCT
crl-26857	81	15	responsive	responsive	ADJ
crl-26857	81	16	communication	communication	NOUN
crl-26857	81	17	,	,	PUNCT
crl-26857	81	18	often	often	ADV
crl-26857	81	19	supporting	support	VERB
crl-26857	81	20	students	student	NOUN
crl-26857	81	21	in	in	ADP
crl-26857	81	22	need	need	NOUN
crl-26857	81	23	of	of	ADP
crl-26857	81	24	assistance	assistance	NOUN
crl-26857	81	25	or	or	CCONJ
crl-26857	81	26	providing	provide	VERB
crl-26857	81	27	referrals	referral	NOUN
crl-26857	81	28	to	to	ADP
crl-26857	81	29	colleagues	colleague	NOUN
crl-26857	81	30	across	across	ADP
crl-26857	81	31	campus	campus	NOUN
crl-26857	81	32	with	with	ADP
crl-26857	81	33	558	558	NUM
crl-26857	81	34	college	college	NOUN
crl-26857	81	35	&	&	CCONJ
crl-26857	81	36	research	research	PROPN
crl-26857	81	37	libraries	library	NOUN
crl-26857	81	38	july	july	PROPN
crl-26857	81	39	2025	2025	NUM
crl-26857	81	40	relevant	relevant	ADJ
crl-26857	81	41	expertise	expertise	NOUN
crl-26857	81	42	.	.	PUNCT
crl-26857	82	1	at	at	ADP
crl-26857	82	2	the	the	DET
crl-26857	82	3	conclusion	conclusion	NOUN
crl-26857	82	4	of	of	ADP
crl-26857	82	5	the	the	DET
crl-26857	82	6	fellowship	fellowship	NOUN
crl-26857	82	7	period	period	NOUN
crl-26857	82	8	,	,	PUNCT
crl-26857	82	9	library	library	NOUN
crl-26857	82	10	faculty	faculty	NOUN
crl-26857	82	11	participants	participant	NOUN
crl-26857	82	12	review	review	VERB
crl-26857	82	13	feedback	feedback	NOUN
crl-26857	82	14	from	from	ADP
crl-26857	82	15	fellows	fellow	NOUN
crl-26857	82	16	,	,	PUNCT
crl-26857	82	17	discuss	discuss	VERB
crl-26857	82	18	potential	potential	ADJ
crl-26857	82	19	changes	change	NOUN
crl-26857	82	20	to	to	ADP
crl-26857	82	21	the	the	DET
crl-26857	82	22	curriculum	curriculum	NOUN
crl-26857	82	23	,	,	PUNCT
crl-26857	82	24	and	and	CCONJ
crl-26857	82	25	assess	assess	VERB
crl-26857	82	26	capacity	capacity	NOUN
crl-26857	82	27	for	for	ADP
crl-26857	82	28	ongoing	ongoing	ADJ
crl-26857	82	29	fellowship	fellowship	NOUN
crl-26857	82	30	programming	programming	NOUN
crl-26857	82	31	.	.	PUNCT
crl-26857	83	1	while	while	SCONJ
crl-26857	83	2	the	the	DET
crl-26857	83	3	overhead	overhead	NOUN
crl-26857	83	4	of	of	ADP
crl-26857	83	5	program	program	NOUN
crl-26857	83	6	coordination	coordination	NOUN
crl-26857	83	7	is	be	AUX
crl-26857	83	8	non	non	ADJ
crl-26857	83	9	-	-	ADJ
crl-26857	83	10	trivial	trivial	ADJ
crl-26857	83	11	,	,	PUNCT
crl-26857	83	12	library	library	NOUN
crl-26857	83	13	faculty	faculty	NOUN
crl-26857	83	14	participants	participant	NOUN
crl-26857	83	15	benefit	benefit	VERB
crl-26857	83	16	by	by	ADP
crl-26857	83	17	learning	learn	VERB
crl-26857	83	18	about	about	ADP
crl-26857	83	19	emerging	emerge	VERB
crl-26857	83	20	needs	need	NOUN
crl-26857	83	21	and	and	CCONJ
crl-26857	83	22	trends	trend	NOUN
crl-26857	83	23	among	among	ADP
crl-26857	83	24	graduate	graduate	NOUN
crl-26857	83	25	student	student	NOUN
crl-26857	83	26	researchers	researcher	NOUN
crl-26857	83	27	through	through	ADP
crl-26857	83	28	the	the	DET
crl-26857	83	29	application	application	NOUN
crl-26857	83	30	process	process	NOUN
crl-26857	83	31	,	,	PUNCT
crl-26857	83	32	gaining	gain	VERB
crl-26857	83	33	exposure	exposure	NOUN
crl-26857	83	34	to	to	ADP
crl-26857	83	35	a	a	DET
crl-26857	83	36	variety	variety	NOUN
crl-26857	83	37	of	of	ADP
crl-26857	83	38	interdisciplinary	interdisciplinary	ADJ
crl-26857	83	39	research	research	NOUN
crl-26857	83	40	projects	project	NOUN
crl-26857	83	41	,	,	PUNCT
crl-26857	83	42	and	and	CCONJ
crl-26857	83	43	enhancing	enhance	VERB
crl-26857	83	44	the	the	DET
crl-26857	83	45	suite	suite	NOUN
crl-26857	83	46	of	of	ADP
crl-26857	83	47	curricular	curricular	ADJ
crl-26857	83	48	offerings	offering	NOUN
crl-26857	83	49	available	available	ADJ
crl-26857	83	50	for	for	ADP
crl-26857	83	51	use	use	NOUN
crl-26857	83	52	and	and	CCONJ
crl-26857	83	53	reuse	reuse	NOUN
crl-26857	83	54	in	in	ADP
crl-26857	83	55	different	different	ADJ
crl-26857	83	56	contexts	contexts	NOUN
crl-26857	83	57	.	.	PUNCT
crl-26857	84	1	the	the	DET
crl-26857	84	2	fellowship	fellowship	NOUN
crl-26857	84	3	program	program	NOUN
crl-26857	84	4	was	be	AUX
crl-26857	84	5	designed	design	VERB
crl-26857	84	6	to	to	PART
crl-26857	84	7	complement	complement	VERB
crl-26857	84	8	instructional	instructional	ADJ
crl-26857	84	9	sessions	session	NOUN
crl-26857	84	10	and	and	CCONJ
crl-26857	84	11	online	online	ADJ
crl-26857	84	12	resources	resource	NOUN
crl-26857	84	13	offered	offer	VERB
crl-26857	84	14	by	by	ADP
crl-26857	84	15	ua	ua	PROPN
crl-26857	84	16	library	library	PROPN
crl-26857	84	17	personnel	personnel	NOUN
crl-26857	84	18	.	.	PUNCT
crl-26857	85	1	these	these	PRON
crl-26857	85	2	include	include	VERB
crl-26857	85	3	hands	hand	NOUN
crl-26857	85	4	-	-	PUNCT
crl-26857	85	5	on	on	ADP
crl-26857	85	6	workshops	workshop	NOUN
crl-26857	85	7	in	in	ADP
crl-26857	85	8	data	data	NOUN
crl-26857	85	9	analysis	analysis	NOUN
crl-26857	85	10	and	and	CCONJ
crl-26857	85	11	visualization	visualization	NOUN
crl-26857	85	12	in	in	ADP
crl-26857	85	13	the	the	DET
crl-26857	85	14	r	r	NOUN
crl-26857	85	15	programming	programming	NOUN
crl-26857	85	16	language	language	NOUN
crl-26857	85	17	,	,	PUNCT
crl-26857	85	18	consultations	consultation	NOUN
crl-26857	85	19	on	on	ADP
crl-26857	85	20	data	data	NOUN
crl-26857	85	21	management	management	NOUN
crl-26857	85	22	best	good	ADJ
crl-26857	85	23	practices	practice	NOUN
crl-26857	85	24	,	,	PUNCT
crl-26857	85	25	and	and	CCONJ
crl-26857	85	26	introductions	introduction	NOUN
crl-26857	85	27	to	to	PART
crl-26857	85	28	text	text	NOUN
crl-26857	85	29	mining	mining	NOUN
crl-26857	85	30	software	software	NOUN
crl-26857	85	31	.	.	PUNCT
crl-26857	86	1	library	library	NOUN
crl-26857	86	2	personnel	personnel	NOUN
crl-26857	86	3	also	also	ADV
crl-26857	86	4	maintained	maintain	VERB
crl-26857	86	5	online	online	ADJ
crl-26857	86	6	resources	resource	NOUN
crl-26857	86	7	for	for	ADP
crl-26857	86	8	data	data	NOUN
crl-26857	86	9	science	science	NOUN
crl-26857	86	10	and	and	CCONJ
crl-26857	86	11	digital	digital	ADJ
crl-26857	86	12	scholarship	scholarship	NOUN
crl-26857	86	13	,	,	PUNCT
crl-26857	86	14	including	include	VERB
crl-26857	86	15	tutorials	tutorial	NOUN
crl-26857	86	16	for	for	ADP
crl-26857	86	17	geospatial	geospatial	ADJ
crl-26857	86	18	data	datum	NOUN
crl-26857	86	19	analysis	analysis	NOUN
crl-26857	86	20	,	,	PUNCT
crl-26857	86	21	resource	resource	NOUN
crl-26857	86	22	navigation	navigation	NOUN
crl-26857	86	23	tools	tool	NOUN
crl-26857	86	24	for	for	ADP
crl-26857	86	25	identifying	identify	VERB
crl-26857	86	26	datasets	dataset	NOUN
crl-26857	86	27	,	,	PUNCT
crl-26857	86	28	and	and	CCONJ
crl-26857	86	29	guides	guide	NOUN
crl-26857	86	30	for	for	ADP
crl-26857	86	31	writing	write	VERB
crl-26857	86	32	data	datum	NOUN
crl-26857	86	33	management	management	NOUN
crl-26857	86	34	plans	plan	NOUN
crl-26857	86	35	.	.	PUNCT
crl-26857	87	1	the	the	DET
crl-26857	87	2	program	program	NOUN
crl-26857	87	3	was	be	AUX
crl-26857	87	4	intentionally	intentionally	ADV
crl-26857	87	5	designed	design	VERB
crl-26857	87	6	to	to	PART
crl-26857	87	7	address	address	VERB
crl-26857	87	8	those	those	DET
crl-26857	87	9	training	training	NOUN
crl-26857	87	10	gaps	gap	NOUN
crl-26857	87	11	not	not	PART
crl-26857	87	12	covered	cover	VERB
crl-26857	87	13	by	by	ADP
crl-26857	87	14	programming	programming	NOUN
crl-26857	87	15	that	that	PRON
crl-26857	87	16	was	be	AUX
crl-26857	87	17	already	already	ADV
crl-26857	87	18	offered	offer	VERB
crl-26857	87	19	,	,	PUNCT
crl-26857	87	20	rather	rather	ADV
crl-26857	87	21	than	than	ADP
crl-26857	87	22	replace	replace	VERB
crl-26857	87	23	existing	exist	VERB
crl-26857	87	24	offerings	offering	NOUN
crl-26857	87	25	.	.	PUNCT
crl-26857	88	1	implementation	implementation	NOUN
crl-26857	88	2	a	a	DET
crl-26857	88	3	cohort	cohort	NOUN
crl-26857	88	4	of	of	ADP
crl-26857	88	5	three	three	NUM
crl-26857	88	6	library	library	NOUN
crl-26857	88	7	faculty	faculty	NOUN
crl-26857	88	8	developed	develop	VERB
crl-26857	88	9	an	an	DET
crl-26857	88	10	initial	initial	ADJ
crl-26857	88	11	proposal	proposal	NOUN
crl-26857	88	12	for	for	ADP
crl-26857	88	13	piloting	pilot	VERB
crl-26857	88	14	the	the	DET
crl-26857	88	15	ds2f	ds2f	PROPN
crl-26857	88	16	model	model	NOUN
crl-26857	88	17	in	in	ADP
crl-26857	88	18	summer	summer	NOUN
crl-26857	88	19	2019	2019	NUM
crl-26857	88	20	.	.	PUNCT
crl-26857	89	1	we	we	PRON
crl-26857	89	2	wanted	want	VERB
crl-26857	89	3	to	to	PART
crl-26857	89	4	develop	develop	VERB
crl-26857	89	5	a	a	DET
crl-26857	89	6	relatively	relatively	ADV
crl-26857	89	7	lightweight	lightweight	ADJ
crl-26857	89	8	program	program	NOUN
crl-26857	89	9	that	that	PRON
crl-26857	89	10	targeted	target	VERB
crl-26857	89	11	graduate	graduate	NOUN
crl-26857	89	12	students	student	NOUN
crl-26857	89	13	from	from	ADP
crl-26857	89	14	a	a	DET
crl-26857	89	15	range	range	NOUN
crl-26857	89	16	of	of	ADP
crl-26857	89	17	disciplines	discipline	NOUN
crl-26857	89	18	across	across	ADP
crl-26857	89	19	campus	campus	NOUN
crl-26857	89	20	who	who	PRON
crl-26857	89	21	had	have	AUX
crl-26857	89	22	completed	complete	VERB
crl-26857	89	23	their	their	PRON
crl-26857	89	24	coursework	coursework	NOUN
crl-26857	89	25	and	and	CCONJ
crl-26857	89	26	were	be	AUX
crl-26857	89	27	working	work	VERB
crl-26857	89	28	toward	toward	ADP
crl-26857	89	29	their	their	PRON
crl-26857	89	30	field	field	NOUN
crl-26857	89	31	exams	exam	NOUN
crl-26857	89	32	or	or	CCONJ
crl-26857	89	33	dissertation	dissertation	NOUN
crl-26857	89	34	proposal	proposal	NOUN
crl-26857	89	35	.	.	PUNCT
crl-26857	90	1	the	the	DET
crl-26857	90	2	goal	goal	NOUN
crl-26857	90	3	was	be	AUX
crl-26857	90	4	to	to	PART
crl-26857	90	5	attract	attract	VERB
crl-26857	90	6	potential	potential	ADJ
crl-26857	90	7	fellows	fellow	NOUN
crl-26857	90	8	who	who	PRON
crl-26857	90	9	knew	know	VERB
crl-26857	90	10	there	there	PRON
crl-26857	90	11	was	be	VERB
crl-26857	90	12	an	an	DET
crl-26857	90	13	outstanding	outstanding	ADJ
crl-26857	90	14	need	need	NOUN
crl-26857	90	15	to	to	PART
crl-26857	90	16	develop	develop	VERB
crl-26857	90	17	technical	technical	ADJ
crl-26857	90	18	skills	skill	NOUN
crl-26857	90	19	that	that	SCONJ
crl-26857	90	20	they	they	PRON
crl-26857	90	21	had	have	AUX
crl-26857	90	22	not	not	PART
crl-26857	90	23	learned	learn	VERB
crl-26857	90	24	in	in	ADP
crl-26857	90	25	class	class	NOUN
crl-26857	90	26	but	but	CCONJ
crl-26857	90	27	which	which	PRON
crl-26857	90	28	they	they	PRON
crl-26857	90	29	would	would	AUX
crl-26857	90	30	require	require	VERB
crl-26857	90	31	to	to	PART
crl-26857	90	32	successfully	successfully	ADV
crl-26857	90	33	complete	complete	VERB
crl-26857	90	34	their	their	PRON
crl-26857	90	35	dissertation	dissertation	NOUN
crl-26857	90	36	research	research	NOUN
crl-26857	90	37	.	.	PUNCT
crl-26857	91	1	the	the	DET
crl-26857	91	2	goal	goal	NOUN
crl-26857	91	3	was	be	AUX
crl-26857	91	4	to	to	PART
crl-26857	91	5	attract	attract	VERB
crl-26857	91	6	intrinsically	intrinsically	ADV
crl-26857	91	7	motivated	motivated	ADJ
crl-26857	91	8	students	student	NOUN
crl-26857	91	9	for	for	ADP
crl-26857	91	10	whom	whom	PRON
crl-26857	91	11	we	we	PRON
crl-26857	91	12	could	could	AUX
crl-26857	91	13	provide	provide	VERB
crl-26857	91	14	additional	additional	ADJ
crl-26857	91	15	support	support	NOUN
crl-26857	91	16	and	and	CCONJ
crl-26857	91	17	incentive	incentive	NOUN
crl-26857	91	18	by	by	ADP
crl-26857	91	19	1	1	NUM
crl-26857	91	20	.	.	PUNCT
crl-26857	92	1	building	build	VERB
crl-26857	92	2	a	a	DET
crl-26857	92	3	cross	cross	ADJ
crl-26857	92	4	-	-	ADJ
crl-26857	92	5	disciplinary	disciplinary	ADJ
crl-26857	92	6	cohort	cohort	NOUN
crl-26857	92	7	;	;	PUNCT
crl-26857	92	8	and	and	CCONJ
crl-26857	92	9	2	2	X
crl-26857	92	10	.	.	X
crl-26857	92	11	compensating	compensate	VERB
crl-26857	92	12	each	each	DET
crl-26857	92	13	fellow	fellow	NOUN
crl-26857	92	14	with	with	ADP
crl-26857	92	15	a	a	DET
crl-26857	92	16	modest	modest	ADJ
crl-26857	92	17	stipend	stipend	NOUN
crl-26857	92	18	.	.	PUNCT
crl-26857	93	1	the	the	DET
crl-26857	93	2	curriculum	curriculum	NOUN
crl-26857	93	3	we	we	PRON
crl-26857	93	4	envisioned	envision	VERB
crl-26857	93	5	required	require	VERB
crl-26857	93	6	engagement	engagement	NOUN
crl-26857	93	7	from	from	ADP
crl-26857	93	8	library	library	NOUN
crl-26857	93	9	faculty	faculty	NOUN
crl-26857	93	10	based	base	VERB
crl-26857	93	11	in	in	ADP
crl-26857	93	12	three	three	NUM
crl-26857	93	13	different	different	ADJ
crl-26857	93	14	departments	department	NOUN
crl-26857	93	15	within	within	ADP
crl-26857	93	16	the	the	DET
crl-26857	93	17	library	library	NOUN
crl-26857	93	18	.	.	PUNCT
crl-26857	94	1	the	the	DET
crl-26857	94	2	project	project	NOUN
crl-26857	94	3	leads	lead	VERB
crl-26857	94	4	brought	bring	VERB
crl-26857	94	5	these	these	DET
crl-26857	94	6	faculty	faculty	NOUN
crl-26857	94	7	together	together	ADV
crl-26857	94	8	to	to	PART
crl-26857	94	9	engage	engage	VERB
crl-26857	94	10	in	in	ADP
crl-26857	94	11	early	early	ADJ
crl-26857	94	12	socialization	socialization	NOUN
crl-26857	94	13	,	,	PUNCT
crl-26857	94	14	buy	buy	NOUN
crl-26857	94	15	-	-	PUNCT
crl-26857	94	16	in	in	NOUN
crl-26857	94	17	,	,	PUNCT
crl-26857	94	18	and	and	CCONJ
crl-26857	94	19	iterative	iterative	NOUN
crl-26857	94	20	development	development	NOUN
crl-26857	94	21	over	over	ADP
crl-26857	94	22	a	a	DET
crl-26857	94	23	series	series	NOUN
crl-26857	94	24	of	of	ADP
crl-26857	94	25	meetings	meeting	NOUN
crl-26857	94	26	throughout	throughout	ADP
crl-26857	94	27	the	the	DET
crl-26857	94	28	summer	summer	NOUN
crl-26857	94	29	.	.	PUNCT
crl-26857	95	1	the	the	DET
crl-26857	95	2	initial	initial	ADJ
crl-26857	95	3	collaboration	collaboration	NOUN
crl-26857	95	4	included	include	VERB
crl-26857	95	5	the	the	DET
crl-26857	95	6	libraries	library	NOUN
crl-26857	95	7	’	'	PUNCT
crl-26857	95	8	data	datum	NOUN
crl-26857	95	9	science	science	NOUN
crl-26857	95	10	specialist	specialist	NOUN
crl-26857	95	11	,	,	PUNCT
crl-26857	95	12	digital	digital	ADJ
crl-26857	95	13	scholarship	scholarship	NOUN
crl-26857	95	14	librarian	librarian	NOUN
crl-26857	95	15	,	,	PUNCT
crl-26857	95	16	the	the	DET
crl-26857	95	17	head	head	NOUN
crl-26857	95	18	of	of	ADP
crl-26857	95	19	the	the	DET
crl-26857	95	20	office	office	NOUN
crl-26857	95	21	of	of	ADP
crl-26857	95	22	digital	digital	ADJ
crl-26857	95	23	innovation	innovation	NOUN
crl-26857	95	24	and	and	CCONJ
crl-26857	95	25	stewardship	stewardship	NOUN
crl-26857	95	26	,	,	PUNCT
crl-26857	95	27	two	two	NUM
crl-26857	95	28	liaison	liaison	NOUN
crl-26857	95	29	librarians	librarian	NOUN
crl-26857	95	30	with	with	ADP
crl-26857	95	31	functional	functional	ADJ
crl-26857	95	32	expertise	expertise	NOUN
crl-26857	95	33	in	in	ADP
crl-26857	95	34	instructional	instructional	ADJ
crl-26857	95	35	design	design	NOUN
crl-26857	95	36	and	and	CCONJ
crl-26857	95	37	digital	digital	ADJ
crl-26857	95	38	pedagogy	pedagogy	NOUN
crl-26857	95	39	,	,	PUNCT
crl-26857	95	40	a	a	DET
crl-26857	95	41	content	content	NOUN
crl-26857	95	42	and	and	CCONJ
crl-26857	95	43	collections	collection	NOUN
crl-26857	95	44	librarian	librarian	NOUN
crl-26857	95	45	with	with	ADP
crl-26857	95	46	expertise	expertise	NOUN
crl-26857	95	47	in	in	ADP
crl-26857	95	48	open	open	ADJ
crl-26857	95	49	educational	educational	ADJ
crl-26857	95	50	resources	resource	NOUN
crl-26857	95	51	(	(	PUNCT
crl-26857	95	52	oer	oer	NOUN
crl-26857	95	53	)	)	PUNCT
crl-26857	95	54	,	,	PUNCT
crl-26857	95	55	and	and	CCONJ
crl-26857	95	56	the	the	DET
crl-26857	95	57	head	head	NOUN
crl-26857	95	58	of	of	ADP
crl-26857	95	59	the	the	DET
crl-26857	95	60	research	research	NOUN
crl-26857	95	61	and	and	CCONJ
crl-26857	95	62	learning	learn	VERB
crl-26857	95	63	department	department	NOUN
crl-26857	95	64	.	.	PUNCT
crl-26857	96	1	together	together	ADV
crl-26857	96	2	,	,	PUNCT
crl-26857	96	3	we	we	PRON
crl-26857	96	4	developed	develop	VERB
crl-26857	96	5	a	a	DET
crl-26857	96	6	road	road	NOUN
crl-26857	96	7	map	map	NOUN
crl-26857	96	8	for	for	ADP
crl-26857	96	9	launching	launch	VERB
crl-26857	96	10	an	an	DET
crl-26857	96	11	initial	initial	ADJ
crl-26857	96	12	call	call	NOUN
crl-26857	96	13	for	for	ADP
crl-26857	96	14	applications	application	NOUN
crl-26857	96	15	in	in	ADP
crl-26857	96	16	fall	fall	NOUN
crl-26857	96	17	2019	2019	NUM
crl-26857	96	18	for	for	ADP
crl-26857	96	19	a	a	DET
crl-26857	96	20	fellowship	fellowship	NOUN
crl-26857	96	21	program	program	NOUN
crl-26857	96	22	that	that	PRON
crl-26857	96	23	would	would	AUX
crl-26857	96	24	run	run	VERB
crl-26857	96	25	throughout	throughout	ADP
crl-26857	96	26	the	the	DET
crl-26857	96	27	2020	2020	NUM
crl-26857	96	28	calendar	calendar	NOUN
crl-26857	96	29	year	year	NOUN
crl-26857	96	30	.	.	PUNCT
crl-26857	97	1	we	we	PRON
crl-26857	97	2	initially	initially	ADV
crl-26857	97	3	earmarked	earmark	VERB
crl-26857	97	4	$	$	SYM
crl-26857	97	5	7,500	7,500	NUM
crl-26857	97	6	to	to	PART
crl-26857	97	7	support	support	VERB
crl-26857	97	8	five	five	NUM
crl-26857	97	9	fellows	fellow	NOUN
crl-26857	97	10	who	who	PRON
crl-26857	97	11	would	would	AUX
crl-26857	97	12	each	each	PRON
crl-26857	97	13	receive	receive	VERB
crl-26857	97	14	$	$	SYM
crl-26857	97	15	1,500	1,500	NUM
crl-26857	97	16	disbursed	disburse	VERB
crl-26857	97	17	in	in	ADP
crl-26857	97	18	two	two	NUM
crl-26857	97	19	installments	installment	NOUN
crl-26857	97	20	,	,	PUNCT
crl-26857	97	21	one	one	NUM
crl-26857	97	22	at	at	ADP
crl-26857	97	23	the	the	DET
crl-26857	97	24	end	end	NOUN
crl-26857	97	25	of	of	ADP
crl-26857	97	26	spring	spring	NOUN
crl-26857	97	27	semester	semester	NOUN
crl-26857	97	28	and	and	CCONJ
crl-26857	97	29	another	another	PRON
crl-26857	97	30	at	at	ADP
crl-26857	97	31	the	the	DET
crl-26857	97	32	end	end	NOUN
crl-26857	97	33	of	of	ADP
crl-26857	97	34	fall	fall	NOUN
crl-26857	97	35	semester	semester	NOUN
crl-26857	97	36	.	.	PUNCT
crl-26857	98	1	we	we	PRON
crl-26857	98	2	launched	launch	VERB
crl-26857	98	3	the	the	DET
crl-26857	98	4	call	call	NOUN
crl-26857	98	5	for	for	ADP
crl-26857	98	6	proposals	proposal	NOUN
crl-26857	98	7	in	in	ADP
crl-26857	98	8	mid	mid	NOUN
crl-26857	98	9	-	-	NOUN
crl-26857	98	10	september	september	PROPN
crl-26857	98	11	with	with	ADP
crl-26857	98	12	an	an	DET
crl-26857	98	13	open	open	ADJ
crl-26857	98	14	informational	informational	ADJ
crl-26857	98	15	session	session	NOUN
crl-26857	98	16	scheduled	schedule	VERB
crl-26857	98	17	in	in	ADP
crl-26857	98	18	early	early	ADJ
crl-26857	98	19	october	october	PROPN
crl-26857	98	20	and	and	CCONJ
crl-26857	98	21	final	final	ADJ
crl-26857	98	22	applications	application	NOUN
crl-26857	98	23	due	due	ADJ
crl-26857	98	24	on	on	ADP
crl-26857	98	25	october	october	PROPN
crl-26857	98	26	15	15	NUM
crl-26857	98	27	.	.	PUNCT
crl-26857	99	1	we	we	PRON
crl-26857	99	2	advertised	advertise	VERB
crl-26857	99	3	the	the	DET
crl-26857	99	4	fellowship	fellowship	NOUN
crl-26857	99	5	by	by	ADP
crl-26857	99	6	directly	directly	ADV
crl-26857	99	7	emailing	email	VERB
crl-26857	99	8	graduate	graduate	NOUN
crl-26857	99	9	student	student	NOUN
crl-26857	99	10	coordinators	coordinator	NOUN
crl-26857	99	11	in	in	ADP
crl-26857	99	12	each	each	DET
crl-26857	99	13	department	department	NOUN
crl-26857	99	14	on	on	ADP
crl-26857	99	15	campus	campus	NOUN
crl-26857	99	16	,	,	PUNCT
crl-26857	99	17	and	and	CCONJ
crl-26857	99	18	disseminating	disseminate	VERB
crl-26857	99	19	the	the	DET
crl-26857	99	20	call	call	NOUN
crl-26857	99	21	for	for	ADP
crl-26857	99	22	proposals	proposal	NOUN
crl-26857	99	23	through	through	ADP
crl-26857	99	24	local	local	ADJ
crl-26857	99	25	graduate	graduate	NOUN
crl-26857	99	26	student	student	NOUN
crl-26857	99	27	listservs	listservs	NOUN
crl-26857	99	28	and	and	CCONJ
crl-26857	99	29	interest	interest	NOUN
crl-26857	99	30	groups	group	NOUN
crl-26857	99	31	.	.	PUNCT
crl-26857	100	1	for	for	ADP
crl-26857	100	2	the	the	DET
crl-26857	100	3	first	first	ADJ
crl-26857	100	4	implementation	implementation	NOUN
crl-26857	100	5	,	,	PUNCT
crl-26857	100	6	we	we	PRON
crl-26857	100	7	received	receive	VERB
crl-26857	100	8	27	27	NUM
crl-26857	100	9	applications	application	NOUN
crl-26857	100	10	from	from	ADP
crl-26857	100	11	18	18	NUM
crl-26857	100	12	distinct	distinct	ADJ
crl-26857	100	13	disciplines	discipline	NOUN
crl-26857	100	14	across	across	ADP
crl-26857	100	15	campus	campus	NOUN
crl-26857	100	16	,	,	PUNCT
crl-26857	100	17	including	include	VERB
crl-26857	100	18	representation	representation	NOUN
crl-26857	100	19	from	from	ADP
crl-26857	100	20	the	the	DET
crl-26857	100	21	humanities	humanity	NOUN
crl-26857	100	22	,	,	PUNCT
crl-26857	100	23	social	social	ADJ
crl-26857	100	24	sciences	science	NOUN
crl-26857	100	25	,	,	PUNCT
crl-26857	100	26	physical	physical	ADJ
crl-26857	100	27	sciences	science	NOUN
crl-26857	100	28	,	,	PUNCT
crl-26857	100	29	and	and	CCONJ
crl-26857	100	30	life	life	NOUN
crl-26857	100	31	sciences	science	NOUN
crl-26857	100	32	.	.	PUNCT
crl-26857	101	1	to	to	PART
crl-26857	101	2	select	select	VERB
crl-26857	101	3	fellows	fellow	NOUN
crl-26857	101	4	,	,	PUNCT
crl-26857	101	5	we	we	PRON
crl-26857	101	6	used	use	VERB
crl-26857	101	7	a	a	DET
crl-26857	101	8	rubric	rubric	NOUN
crl-26857	101	9	that	that	PRON
crl-26857	101	10	assessed	assess	VERB
crl-26857	101	11	the	the	DET
crl-26857	101	12	degree	degree	NOUN
crl-26857	101	13	to	to	PART
crl-26857	101	14	which	which	PRON
crl-26857	101	15	the	the	DET
crl-26857	101	16	data	data	NOUN
crl-26857	101	17	science	science	NOUN
crl-26857	101	18	and	and	CCONJ
crl-26857	101	19	digital	digital	ADJ
crl-26857	101	20	scholarship	scholarship	NOUN
crl-26857	101	21	fellowship	fellowship	NOUN
crl-26857	101	22	program	program	NOUN
crl-26857	101	23	(	(	PUNCT
crl-26857	101	24	ds2f	ds2f	PROPN
crl-26857	101	25	)	)	PUNCT
crl-26857	101	26	559	559	NUM
crl-26857	101	27	the	the	DET
crl-26857	101	28	applicant	applicant	NOUN
crl-26857	101	29	:	:	PUNCT
crl-26857	101	30	•	•	NUM
crl-26857	101	31	identified	identify	VERB
crl-26857	101	32	a	a	DET
crl-26857	101	33	technical	technical	ADJ
crl-26857	101	34	skill(s	skill(s	NOUN
crl-26857	101	35	)	)	PUNCT
crl-26857	101	36	that	that	PRON
crl-26857	101	37	is	be	AUX
crl-26857	101	38	relevant	relevant	ADJ
crl-26857	101	39	and	and	CCONJ
crl-26857	101	40	widely	widely	ADV
crl-26857	101	41	applicable	applicable	ADJ
crl-26857	101	42	;	;	PUNCT
crl-26857	101	43	•	•	NUM
crl-26857	101	44	demonstrated	demonstrate	VERB
crl-26857	101	45	knowledge	knowledge	NOUN
crl-26857	101	46	of	of	ADP
crl-26857	101	47	identified	identify	VERB
crl-26857	101	48	technical	technical	ADJ
crl-26857	101	49	skill(s	skill(s	NOUN
crl-26857	101	50	)	)	PUNCT
crl-26857	101	51	;	;	PUNCT
crl-26857	101	52	•	•	CCONJ
crl-26857	101	53	demonstrated	demonstrate	VERB
crl-26857	101	54	how	how	SCONJ
crl-26857	101	55	the	the	DET
crl-26857	101	56	identified	identify	VERB
crl-26857	101	57	technical	technical	ADJ
crl-26857	101	58	skill(s	skill(s	NOUN
crl-26857	101	59	)	)	PUNCT
crl-26857	101	60	applies	apply	VERB
crl-26857	101	61	to	to	ADP
crl-26857	101	62	their	their	PRON
crl-26857	101	63	research	research	NOUN
crl-26857	101	64	;	;	PUNCT
crl-26857	101	65	•	•	NUM
crl-26857	101	66	expressed	express	VERB
crl-26857	101	67	interest	interest	NOUN
crl-26857	101	68	in	in	ADP
crl-26857	101	69	delivering	deliver	VERB
crl-26857	101	70	open	open	ADJ
crl-26857	101	71	workshops	workshop	NOUN
crl-26857	101	72	;	;	PUNCT
crl-26857	101	73	•	•	NUM
crl-26857	101	74	expressed	express	VERB
crl-26857	101	75	interest	interest	NOUN
crl-26857	101	76	in	in	ADP
crl-26857	101	77	teaching	teaching	NOUN
crl-26857	101	78	;	;	PUNCT
crl-26857	101	79	•	•	NUM
crl-26857	101	80	demonstrated	demonstrate	VERB
crl-26857	101	81	diversity	diversity	NOUN
crl-26857	101	82	in	in	ADP
crl-26857	101	83	background	background	NOUN
crl-26857	101	84	and/or	and/or	CCONJ
crl-26857	101	85	perspectives	perspective	NOUN
crl-26857	101	86	;	;	PUNCT
crl-26857	101	87	and	and	CCONJ
crl-26857	101	88	•	•	ADV
crl-26857	101	89	submitted	submit	VERB
crl-26857	101	90	an	an	DET
crl-26857	101	91	overall	overall	ADJ
crl-26857	101	92	well	well	ADV
crl-26857	101	93	-	-	PUNCT
crl-26857	101	94	written	write	VERB
crl-26857	101	95	and	and	CCONJ
crl-26857	101	96	professional	professional	ADJ
crl-26857	101	97	application	application	NOUN
crl-26857	101	98	.	.	PUNCT
crl-26857	102	1	each	each	DET
crl-26857	102	2	applicant	applicant	NOUN
crl-26857	102	3	was	be	AUX
crl-26857	102	4	assessed	assess	VERB
crl-26857	102	5	individually	individually	ADV
crl-26857	102	6	by	by	ADP
crl-26857	102	7	six	six	NUM
crl-26857	102	8	of	of	ADP
crl-26857	102	9	the	the	DET
crl-26857	102	10	library	library	NOUN
crl-26857	102	11	faculty	faculty	NOUN
crl-26857	102	12	participating	participate	VERB
crl-26857	102	13	in	in	ADP
crl-26857	102	14	the	the	DET
crl-26857	102	15	program	program	NOUN
crl-26857	102	16	,	,	PUNCT
crl-26857	102	17	and	and	CCONJ
crl-26857	102	18	then	then	ADV
crl-26857	102	19	the	the	DET
crl-26857	102	20	top	top	ADJ
crl-26857	102	21	candidates	candidate	NOUN
crl-26857	102	22	were	be	AUX
crl-26857	102	23	assessed	assess	VERB
crl-26857	102	24	as	as	ADP
crl-26857	102	25	a	a	DET
crl-26857	102	26	group	group	NOUN
crl-26857	102	27	to	to	PART
crl-26857	102	28	ensure	ensure	VERB
crl-26857	102	29	a	a	DET
crl-26857	102	30	diverse	diverse	ADJ
crl-26857	102	31	but	but	CCONJ
crl-26857	102	32	complementary	complementary	ADJ
crl-26857	102	33	cohort	cohort	NOUN
crl-26857	102	34	.	.	PUNCT
crl-26857	103	1	we	we	PRON
crl-26857	103	2	offered	offer	VERB
crl-26857	103	3	five	five	NUM
crl-26857	103	4	fellowships	fellowship	NOUN
crl-26857	103	5	to	to	ADP
crl-26857	103	6	students	student	NOUN
crl-26857	103	7	in	in	ADP
crl-26857	103	8	sociology	sociology	NOUN
crl-26857	103	9	(	(	PUNCT
crl-26857	103	10	2	2	NUM
crl-26857	103	11	)	)	PUNCT
crl-26857	103	12	,	,	PUNCT
crl-26857	103	13	humanities	humanity	NOUN
crl-26857	103	14	(	(	PUNCT
crl-26857	103	15	1	1	NUM
crl-26857	103	16	)	)	PUNCT
crl-26857	103	17	,	,	PUNCT
crl-26857	103	18	geoscience	geoscience	NOUN
crl-26857	103	19	(	(	PUNCT
crl-26857	103	20	1	1	NUM
crl-26857	103	21	)	)	PUNCT
crl-26857	103	22	,	,	PUNCT
crl-26857	103	23	and	and	CCONJ
crl-26857	103	24	public	public	ADJ
crl-26857	103	25	health	health	NOUN
crl-26857	103	26	(	(	PUNCT
crl-26857	103	27	1	1	NUM
crl-26857	103	28	)	)	PUNCT
crl-26857	103	29	.	.	PUNCT
crl-26857	104	1	all	all	DET
crl-26857	104	2	five	five	NUM
crl-26857	104	3	fellows	fellow	NOUN
crl-26857	104	4	accepted	accept	VERB
crl-26857	104	5	and	and	CCONJ
crl-26857	104	6	began	begin	VERB
crl-26857	104	7	the	the	DET
crl-26857	104	8	program	program	NOUN
crl-26857	104	9	in	in	ADP
crl-26857	104	10	january	january	PROPN
crl-26857	104	11	2020	2020	NUM
crl-26857	104	12	,	,	PUNCT
crl-26857	104	13	but	but	CCONJ
crl-26857	104	14	the	the	DET
crl-26857	104	15	student	student	NOUN
crl-26857	104	16	in	in	ADP
crl-26857	104	17	the	the	DET
crl-26857	104	18	humanities	humanity	NOUN
crl-26857	104	19	withdrew	withdraw	VERB
crl-26857	104	20	in	in	ADP
crl-26857	104	21	the	the	DET
crl-26857	104	22	early	early	ADJ
crl-26857	104	23	weeks	week	NOUN
crl-26857	104	24	of	of	ADP
crl-26857	104	25	the	the	DET
crl-26857	104	26	program	program	NOUN
crl-26857	104	27	due	due	ADJ
crl-26857	104	28	in	in	ADP
crl-26857	104	29	part	part	NOUN
crl-26857	104	30	to	to	ADP
crl-26857	104	31	a	a	DET
crl-26857	104	32	misunderstanding	misunderstanding	NOUN
crl-26857	104	33	about	about	ADP
crl-26857	104	34	the	the	DET
crl-26857	104	35	program	program	NOUN
crl-26857	104	36	’s	’s	PART
crl-26857	104	37	approach	approach	NOUN
crl-26857	104	38	to	to	ADP
crl-26857	104	39	self	self	NOUN
crl-26857	104	40	-	-	PUNCT
crl-26857	104	41	directed	direct	VERB
crl-26857	104	42	learning	learning	NOUN
crl-26857	104	43	.	.	PUNCT
crl-26857	105	1	for	for	ADP
crl-26857	105	2	the	the	DET
crl-26857	105	3	first	first	ADJ
crl-26857	105	4	two	two	NUM
crl-26857	105	5	months	month	NOUN
crl-26857	105	6	,	,	PUNCT
crl-26857	105	7	fellows	fellow	NOUN
crl-26857	105	8	convened	convene	VERB
crl-26857	105	9	in	in	ADP
crl-26857	105	10	the	the	DET
crl-26857	105	11	library	library	NOUN
crl-26857	105	12	for	for	ADP
crl-26857	105	13	two	two	NUM
crl-26857	105	14	hours	hour	NOUN
crl-26857	105	15	each	each	DET
crl-26857	105	16	friday	friday	PROPN
crl-26857	105	17	with	with	ADP
crl-26857	105	18	meetings	meeting	NOUN
crl-26857	105	19	alternating	alternate	VERB
crl-26857	105	20	between	between	ADP
crl-26857	105	21	workshops	workshop	NOUN
crl-26857	105	22	,	,	PUNCT
crl-26857	105	23	discussions	discussion	NOUN
crl-26857	105	24	,	,	PUNCT
crl-26857	105	25	and	and	CCONJ
crl-26857	105	26	heads	head	NOUN
crl-26857	105	27	-	-	PUNCT
crl-26857	105	28	down	down	ADP
crl-26857	105	29	working	working	NOUN
crl-26857	105	30	sessions	session	NOUN
crl-26857	105	31	.	.	PUNCT
crl-26857	106	1	midway	midway	ADV
crl-26857	106	2	through	through	ADP
crl-26857	106	3	the	the	DET
crl-26857	106	4	first	first	ADJ
crl-26857	106	5	semester	semester	NOUN
crl-26857	106	6	,	,	PUNCT
crl-26857	106	7	the	the	DET
crl-26857	106	8	fellowship	fellowship	NOUN
crl-26857	106	9	program	program	NOUN
crl-26857	106	10	transitioned	transition	VERB
crl-26857	106	11	to	to	ADP
crl-26857	106	12	virtual	virtual	ADJ
crl-26857	106	13	meetings	meeting	NOUN
crl-26857	106	14	via	via	ADP
crl-26857	106	15	zoom	zoom	NUM
crl-26857	106	16	due	due	ADP
crl-26857	106	17	to	to	ADP
crl-26857	106	18	the	the	DET
crl-26857	106	19	university	university	NOUN
crl-26857	106	20	’s	’s	PART
crl-26857	106	21	closure	closure	NOUN
crl-26857	106	22	in	in	ADP
crl-26857	106	23	response	response	NOUN
crl-26857	106	24	to	to	ADP
crl-26857	106	25	the	the	DET
crl-26857	106	26	covid-19	covid-19	PROPN
crl-26857	106	27	pandemic	pandemic	NOUN
crl-26857	106	28	.	.	PUNCT
crl-26857	107	1	during	during	ADP
crl-26857	107	2	the	the	DET
crl-26857	107	3	summer	summer	NOUN
crl-26857	107	4	,	,	PUNCT
crl-26857	107	5	we	we	PRON
crl-26857	107	6	transitioned	transition	VERB
crl-26857	107	7	to	to	ADP
crl-26857	107	8	monthly	monthly	ADJ
crl-26857	107	9	check	check	NOUN
crl-26857	107	10	-	-	PUNCT
crl-26857	107	11	ins	in	NOUN
crl-26857	107	12	as	as	SCONJ
crl-26857	107	13	fellows	fellow	NOUN
crl-26857	107	14	continued	continue	VERB
crl-26857	107	15	their	their	PRON
crl-26857	107	16	self	self	NOUN
crl-26857	107	17	-	-	PUNCT
crl-26857	107	18	directed	direct	VERB
crl-26857	107	19	learning	learning	NOUN
crl-26857	107	20	program	program	NOUN
crl-26857	107	21	and	and	CCONJ
crl-26857	107	22	began	begin	VERB
crl-26857	107	23	to	to	PART
crl-26857	107	24	outline	outline	VERB
crl-26857	107	25	plans	plan	NOUN
crl-26857	107	26	for	for	ADP
crl-26857	107	27	instruction	instruction	NOUN
crl-26857	107	28	in	in	ADP
crl-26857	107	29	fall	fall	NOUN
crl-26857	107	30	semester	semester	NOUN
crl-26857	107	31	.	.	PUNCT
crl-26857	108	1	during	during	ADP
crl-26857	108	2	this	this	DET
crl-26857	108	3	period	period	NOUN
crl-26857	108	4	,	,	PUNCT
crl-26857	108	5	fellows	fellow	NOUN
crl-26857	108	6	indicated	indicate	VERB
crl-26857	108	7	appreciation	appreciation	NOUN
crl-26857	108	8	for	for	ADP
crl-26857	108	9	both	both	DET
crl-26857	108	10	the	the	DET
crl-26857	108	11	continuity	continuity	NOUN
crl-26857	108	12	and	and	CCONJ
crl-26857	108	13	flexibility	flexibility	NOUN
crl-26857	108	14	of	of	ADP
crl-26857	108	15	the	the	DET
crl-26857	108	16	fellowship	fellowship	NOUN
crl-26857	108	17	program	program	NOUN
crl-26857	108	18	and	and	CCONJ
crl-26857	108	19	expressed	express	VERB
crl-26857	108	20	that	that	SCONJ
crl-26857	108	21	regular	regular	ADJ
crl-26857	108	22	meetings	meeting	NOUN
crl-26857	108	23	counteracted	counteract	VERB
crl-26857	108	24	some	some	PRON
crl-26857	108	25	of	of	ADP
crl-26857	108	26	the	the	DET
crl-26857	108	27	isolation	isolation	NOUN
crl-26857	108	28	of	of	ADP
crl-26857	108	29	being	be	AUX
crl-26857	108	30	a	a	DET
crl-26857	108	31	graduate	graduate	NOUN
crl-26857	108	32	student	student	NOUN
crl-26857	108	33	during	during	ADP
crl-26857	108	34	lockdown	lockdown	NOUN
crl-26857	108	35	.	.	PUNCT
crl-26857	109	1	for	for	ADP
crl-26857	109	2	fall	fall	NOUN
crl-26857	109	3	semester	semester	NOUN
crl-26857	109	4	,	,	PUNCT
crl-26857	109	5	the	the	DET
crl-26857	109	6	fellows	fellow	NOUN
crl-26857	109	7	and	and	CCONJ
crl-26857	109	8	project	project	NOUN
crl-26857	109	9	leads	lead	VERB
crl-26857	109	10	agreed	agree	VERB
crl-26857	109	11	to	to	PART
crl-26857	109	12	reduce	reduce	VERB
crl-26857	109	13	weekly	weekly	ADJ
crl-26857	109	14	meetings	meeting	NOUN
crl-26857	109	15	to	to	ADP
crl-26857	109	16	one	one	NUM
crl-26857	109	17	hour	hour	NOUN
crl-26857	109	18	due	due	ADP
crl-26857	109	19	to	to	ADP
crl-26857	109	20	sustained	sustain	VERB
crl-26857	109	21	zoom	zoom	NOUN
crl-26857	109	22	fatigue	fatigue	NOUN
crl-26857	109	23	and	and	CCONJ
crl-26857	109	24	ongoing	ongoing	ADJ
crl-26857	109	25	remote	remote	ADJ
crl-26857	109	26	work	work	NOUN
crl-26857	109	27	conditions	condition	NOUN
crl-26857	109	28	.	.	PUNCT
crl-26857	110	1	these	these	DET
crl-26857	110	2	sessions	session	NOUN
crl-26857	110	3	included	include	VERB
crl-26857	110	4	several	several	ADJ
crl-26857	110	5	activities	activity	NOUN
crl-26857	110	6	to	to	PART
crl-26857	110	7	assist	assist	VERB
crl-26857	110	8	with	with	ADP
crl-26857	110	9	workshop	workshop	NOUN
crl-26857	110	10	design	design	NOUN
crl-26857	110	11	and	and	CCONJ
crl-26857	110	12	preparation	preparation	NOUN
crl-26857	110	13	interspersed	intersperse	VERB
crl-26857	110	14	with	with	ADP
crl-26857	110	15	heads	head	NOUN
crl-26857	110	16	-	-	PUNCT
crl-26857	110	17	down	down	ADP
crl-26857	110	18	working	working	NOUN
crl-26857	110	19	sessions	session	NOUN
crl-26857	110	20	and	and	CCONJ
crl-26857	110	21	opportunities	opportunity	NOUN
crl-26857	110	22	for	for	ADP
crl-26857	110	23	one	one	NUM
crl-26857	110	24	-	-	PUNCT
crl-26857	110	25	on	on	ADP
crl-26857	110	26	-	-	PUNCT
crl-26857	110	27	one	one	NUM
crl-26857	110	28	consultations	consultation	NOUN
crl-26857	110	29	with	with	ADP
crl-26857	110	30	the	the	DET
crl-26857	110	31	project	project	NOUN
crl-26857	110	32	leads	lead	VERB
crl-26857	110	33	.	.	PUNCT
crl-26857	111	1	in	in	ADP
crl-26857	111	2	november	november	PROPN
crl-26857	111	3	2020	2020	NUM
crl-26857	111	4	,	,	PUNCT
crl-26857	111	5	the	the	DET
crl-26857	111	6	team	team	NOUN
crl-26857	111	7	launched	launch	VERB
crl-26857	111	8	a	a	DET
crl-26857	111	9	fully	fully	ADV
crl-26857	111	10	remote	remote	ADJ
crl-26857	111	11	ds2f	ds2f	PROPN
crl-26857	111	12	workshop	workshop	NOUN
crl-26857	111	13	series	series	NOUN
crl-26857	111	14	,	,	PUNCT
crl-26857	111	15	which	which	PRON
crl-26857	111	16	included	include	VERB
crl-26857	111	17	the	the	DET
crl-26857	111	18	following	follow	VERB
crl-26857	111	19	contributions	contribution	NOUN
crl-26857	111	20	from	from	ADP
crl-26857	111	21	fellows	fellow	NOUN
crl-26857	111	22	:	:	PUNCT
crl-26857	111	23	•	•	NUM
crl-26857	111	24	sabrina	sabrina	PROPN
crl-26857	111	25	nardin	nardin	PROPN
crl-26857	111	26	–	–	PUNCT
crl-26857	111	27	introduction	introduction	NOUN
crl-26857	111	28	to	to	ADP
crl-26857	111	29	web	web	NOUN
crl-26857	111	30	-	-	PUNCT
crl-26857	111	31	scraping	scraping	NOUN
crl-26857	111	32	in	in	ADP
crl-26857	111	33	python	python	NOUN
crl-26857	111	34	•	•	NOUN
crl-26857	111	35	sam	sam	PROPN
crl-26857	111	36	scovill	scovill	PROPN
crl-26857	111	37	–	–	PUNCT
crl-26857	111	38	qualitative	qualitative	ADJ
crl-26857	111	39	research	research	NOUN
crl-26857	111	40	in	in	ADP
crl-26857	111	41	quarantine	quarantine	NOUN
crl-26857	111	42	:	:	PUNCT
crl-26857	111	43	the	the	DET
crl-26857	111	44	ethics	ethic	NOUN
crl-26857	111	45	and	and	CCONJ
crl-26857	111	46	technical	technical	ADJ
crl-26857	111	47	issues	issue	NOUN
crl-26857	111	48	in	in	ADP
crl-26857	111	49	moving	move	VERB
crl-26857	111	50	offline	offline	ADJ
crl-26857	111	51	research	research	NOUN
crl-26857	111	52	to	to	ADP
crl-26857	111	53	an	an	DET
crl-26857	111	54	online	online	ADJ
crl-26857	111	55	context	context	NOUN
crl-26857	111	56	•	•	NUM
crl-26857	111	57	jonathan	jonathan	PROPN
crl-26857	111	58	king	king	PROPN
crl-26857	111	59	–	–	PUNCT
crl-26857	111	60	an	an	DET
crl-26857	111	61	introduction	introduction	NOUN
crl-26857	111	62	to	to	ADP
crl-26857	111	63	github	github	NOUN
crl-26857	111	64	for	for	ADP
crl-26857	111	65	scientists	scientist	NOUN
crl-26857	111	66	•	•	PROPN
crl-26857	111	67	mario	mario	PROPN
crl-26857	111	68	trejo	trejo	PROPN
crl-26857	111	69	–	–	PUNCT
crl-26857	111	70	editing	edit	VERB
crl-26857	111	71	data	datum	NOUN
crl-26857	111	72	visualizations	visualization	NOUN
crl-26857	111	73	using	use	VERB
crl-26857	111	74	inkscape	inkscape	NOUN
crl-26857	111	75	sabrina	sabrina	PROPN
crl-26857	111	76	nardin	nardin	PROPN
crl-26857	111	77	’s	’s	PART
crl-26857	111	78	workshop	workshop	NOUN
crl-26857	111	79	was	be	AUX
crl-26857	111	80	conceived	conceive	VERB
crl-26857	111	81	from	from	ADP
crl-26857	111	82	her	her	PRON
crl-26857	111	83	dissertation	dissertation	NOUN
crl-26857	111	84	research	research	NOUN
crl-26857	111	85	,	,	PUNCT
crl-26857	111	86	which	which	PRON
crl-26857	111	87	required	require	VERB
crl-26857	111	88	dynamic	dynamic	ADJ
crl-26857	111	89	web	web	NOUN
crl-26857	111	90	scraping	scraping	NOUN
crl-26857	111	91	of	of	ADP
crl-26857	111	92	italian	italian	ADJ
crl-26857	111	93	newspapers	newspaper	NOUN
crl-26857	111	94	for	for	ADP
crl-26857	111	95	data	data	NOUN
crl-26857	111	96	collection	collection	NOUN
crl-26857	111	97	and	and	CCONJ
crl-26857	111	98	analysis	analysis	NOUN
crl-26857	111	99	.	.	PUNCT
crl-26857	112	1	sam	sam	PROPN
crl-26857	112	2	scovill	scovill	PROPN
crl-26857	112	3	was	be	AUX
crl-26857	112	4	initially	initially	ADV
crl-26857	112	5	interested	interested	ADJ
crl-26857	112	6	in	in	ADP
crl-26857	112	7	delivering	deliver	VERB
crl-26857	112	8	a	a	DET
crl-26857	112	9	workshop	workshop	NOUN
crl-26857	112	10	on	on	ADP
crl-26857	112	11	qualitative	qualitative	ADJ
crl-26857	112	12	data	datum	NOUN
crl-26857	112	13	analysis	analysis	NOUN
crl-26857	112	14	software	software	NOUN
crl-26857	112	15	but	but	CCONJ
crl-26857	112	16	pivoted	pivot	VERB
crl-26857	112	17	upon	upon	SCONJ
crl-26857	112	18	witnessing	witness	VERB
crl-26857	112	19	many	many	ADJ
crl-26857	112	20	qualitative	qualitative	ADJ
crl-26857	112	21	researchers	researcher	NOUN
crl-26857	112	22	struggling	struggle	VERB
crl-26857	112	23	to	to	PART
crl-26857	112	24	continue	continue	VERB
crl-26857	112	25	field	field	NOUN
crl-26857	112	26	-	-	PUNCT
crl-26857	112	27	based	base	VERB
crl-26857	112	28	research	research	NOUN
crl-26857	112	29	in	in	ADP
crl-26857	112	30	online	online	ADJ
crl-26857	112	31	contexts	context	NOUN
crl-26857	112	32	during	during	ADP
crl-26857	112	33	the	the	DET
crl-26857	112	34	pandemic	pandemic	NOUN
crl-26857	112	35	.	.	PUNCT
crl-26857	113	1	jonathan	jonathan	PROPN
crl-26857	113	2	king	king	PROPN
crl-26857	113	3	’s	’s	PART
crl-26857	113	4	workshop	workshop	NOUN
crl-26857	113	5	was	be	AUX
crl-26857	113	6	inspired	inspire	VERB
crl-26857	113	7	by	by	ADP
crl-26857	113	8	the	the	DET
crl-26857	113	9	need	need	NOUN
crl-26857	113	10	to	to	PART
crl-26857	113	11	develop	develop	VERB
crl-26857	113	12	collaborative	collaborative	ADJ
crl-26857	113	13	best	good	ADJ
crl-26857	113	14	practices	practice	NOUN
crl-26857	113	15	for	for	ADP
crl-26857	113	16	data	datum	NOUN
crl-26857	113	17	science	science	NOUN
crl-26857	113	18	research	research	NOUN
crl-26857	113	19	with	with	ADP
crl-26857	113	20	labmates	labmate	NOUN
crl-26857	113	21	.	.	PUNCT
crl-26857	114	1	mario	mario	PROPN
crl-26857	114	2	trejo	trejo	PROPN
crl-26857	114	3	wanted	want	VERB
crl-26857	114	4	to	to	PART
crl-26857	114	5	help	help	VERB
crl-26857	114	6	scholars	scholar	NOUN
crl-26857	114	7	make	make	VERB
crl-26857	114	8	scientific	scientific	ADJ
crl-26857	114	9	data	datum	NOUN
crl-26857	114	10	visualizations	visualization	NOUN
crl-26857	114	11	more	more	ADV
crl-26857	114	12	accessible	accessible	ADJ
crl-26857	114	13	to	to	ADP
crl-26857	114	14	the	the	DET
crl-26857	114	15	public	public	NOUN
crl-26857	114	16	by	by	ADP
crl-26857	114	17	using	use	VERB
crl-26857	114	18	widely	widely	ADV
crl-26857	114	19	available	available	ADJ
crl-26857	114	20	editing	editing	NOUN
crl-26857	114	21	tools	tool	NOUN
crl-26857	114	22	.	.	PUNCT
crl-26857	115	1	all	all	DET
crl-26857	115	2	four	four	NUM
crl-26857	115	3	workshops	workshop	NOUN
crl-26857	115	4	were	be	AUX
crl-26857	115	5	enrolled	enrol	VERB
crl-26857	115	6	at	at	ADP
crl-26857	115	7	capacity	capacity	NOUN
crl-26857	115	8	,	,	PUNCT
crl-26857	115	9	and	and	CCONJ
crl-26857	115	10	a	a	DET
crl-26857	115	11	discussion	discussion	NOUN
crl-26857	115	12	of	of	ADP
crl-26857	115	13	reception	reception	NOUN
crl-26857	115	14	and	and	CCONJ
crl-26857	115	15	assessment	assessment	NOUN
crl-26857	115	16	is	be	AUX
crl-26857	115	17	included	include	VERB
crl-26857	115	18	in	in	ADP
crl-26857	115	19	the	the	DET
crl-26857	115	20	following	follow	VERB
crl-26857	115	21	section	section	NOUN
crl-26857	115	22	.	.	PUNCT
crl-26857	116	1	in	in	ADP
crl-26857	116	2	the	the	DET
crl-26857	116	3	month	month	NOUN
crl-26857	116	4	following	follow	VERB
crl-26857	116	5	the	the	DET
crl-26857	116	6	workshops	workshop	NOUN
crl-26857	116	7	,	,	PUNCT
crl-26857	116	8	each	each	DET
crl-26857	116	9	fellow	fellow	NOUN
crl-26857	116	10	re	re	VERB
crl-26857	116	11	-	-	VERB
crl-26857	116	12	packaged	package	VERB
crl-26857	116	13	their	their	PRON
crl-26857	116	14	workshop	workshop	NOUN
crl-26857	116	15	materials	material	NOUN
crl-26857	116	16	as	as	ADP
crl-26857	116	17	an	an	DET
crl-26857	116	18	open	open	ADJ
crl-26857	116	19	edu560	edu560	PROPN
crl-26857	116	20	college	college	PROPN
crl-26857	116	21	&	&	CCONJ
crl-26857	116	22	research	research	PROPN
crl-26857	116	23	libraries	library	NOUN
crl-26857	116	24	july	july	PROPN
crl-26857	116	25	2025	2025	NUM
crl-26857	116	26	cational	cational	ADJ
crl-26857	116	27	resource	resource	NOUN
crl-26857	116	28	and	and	CCONJ
crl-26857	116	29	registered	register	VERB
crl-26857	116	30	their	their	PRON
crl-26857	116	31	offerings	offering	NOUN
crl-26857	116	32	with	with	ADP
crl-26857	116	33	oer	oer	PROPN
crl-26857	116	34	commons	common	NOUN
crl-26857	116	35	(	(	PUNCT
crl-26857	116	36	https://oercommons	https://oercommon	NOUN
crl-26857	116	37	.	.	PUNCT
crl-26857	117	1	org/	org/	NUM
crl-26857	117	2	)	)	PUNCT
crl-26857	117	3	or	or	CCONJ
crl-26857	117	4	merlot	merlot	NOUN
crl-26857	117	5	(	(	PUNCT
crl-26857	117	6	https://merlot.org/merlot/	https://merlot.org/merlot/	PROPN
crl-26857	117	7	)	)	PUNCT
crl-26857	117	8	.	.	PUNCT
crl-26857	118	1	upon	upon	SCONJ
crl-26857	118	2	completion	completion	NOUN
crl-26857	118	3	of	of	ADP
crl-26857	118	4	the	the	DET
crl-26857	118	5	initial	initial	ADJ
crl-26857	118	6	pilot	pilot	NOUN
crl-26857	118	7	,	,	PUNCT
crl-26857	118	8	the	the	DET
crl-26857	118	9	project	project	NOUN
crl-26857	118	10	leads	lead	VERB
crl-26857	118	11	conducted	conduct	VERB
crl-26857	118	12	an	an	DET
crl-26857	118	13	informal	informal	ADJ
crl-26857	118	14	assessment	assessment	NOUN
crl-26857	118	15	of	of	ADP
crl-26857	118	16	the	the	DET
crl-26857	118	17	overall	overall	ADJ
crl-26857	118	18	project	project	NOUN
crl-26857	118	19	with	with	ADP
crl-26857	118	20	plans	plan	NOUN
crl-26857	118	21	to	to	PART
crl-26857	118	22	launch	launch	VERB
crl-26857	118	23	another	another	DET
crl-26857	118	24	call	call	NOUN
crl-26857	118	25	for	for	ADP
crl-26857	118	26	applicants	applicant	NOUN
crl-26857	118	27	in	in	ADP
crl-26857	118	28	fall	fall	NOUN
crl-26857	118	29	semester	semester	NOUN
crl-26857	118	30	2021	2021	NUM
crl-26857	118	31	.	.	PUNCT
crl-26857	119	1	while	while	SCONJ
crl-26857	119	2	the	the	DET
crl-26857	119	3	original	original	ADJ
crl-26857	119	4	model	model	NOUN
crl-26857	119	5	front	front	NOUN
crl-26857	119	6	loaded	load	VERB
crl-26857	119	7	all	all	DET
crl-26857	119	8	library	library	NOUN
crl-26857	119	9	-	-	PUNCT
crl-26857	119	10	led	lead	VERB
crl-26857	119	11	workshops	workshop	NOUN
crl-26857	119	12	in	in	ADP
crl-26857	119	13	the	the	DET
crl-26857	119	14	first	first	ADJ
crl-26857	119	15	semester	semester	NOUN
crl-26857	119	16	,	,	PUNCT
crl-26857	119	17	the	the	DET
crl-26857	119	18	team	team	NOUN
crl-26857	119	19	realized	realize	VERB
crl-26857	119	20	that	that	SCONJ
crl-26857	119	21	sessions	session	NOUN
crl-26857	119	22	on	on	ADP
crl-26857	119	23	instructional	instructional	ADJ
crl-26857	119	24	design	design	NOUN
crl-26857	119	25	,	,	PUNCT
crl-26857	119	26	digital	digital	ADJ
crl-26857	119	27	pedagogy	pedagogy	NOUN
crl-26857	119	28	,	,	PUNCT
crl-26857	119	29	and	and	CCONJ
crl-26857	119	30	open	open	VERB
crl-26857	119	31	educational	educational	ADJ
crl-26857	119	32	resources	resource	NOUN
crl-26857	119	33	would	would	AUX
crl-26857	119	34	be	be	AUX
crl-26857	119	35	more	more	ADV
crl-26857	119	36	useful	useful	ADJ
crl-26857	119	37	to	to	ADP
crl-26857	119	38	fellows	fellow	NOUN
crl-26857	119	39	during	during	ADP
crl-26857	119	40	the	the	DET
crl-26857	119	41	active	active	ADJ
crl-26857	119	42	workshop	workshop	NOUN
crl-26857	119	43	development	development	NOUN
crl-26857	119	44	period	period	NOUN
crl-26857	119	45	in	in	ADP
crl-26857	119	46	semester	semester	NOUN
crl-26857	119	47	two	two	NUM
crl-26857	119	48	.	.	PUNCT
crl-26857	120	1	though	though	SCONJ
crl-26857	120	2	the	the	DET
crl-26857	120	3	program	program	NOUN
crl-26857	120	4	was	be	AUX
crl-26857	120	5	designed	design	VERB
crl-26857	120	6	with	with	ADP
crl-26857	120	7	the	the	DET
crl-26857	120	8	intention	intention	NOUN
crl-26857	120	9	of	of	ADP
crl-26857	120	10	being	be	AUX
crl-26857	120	11	relatively	relatively	ADV
crl-26857	120	12	low	low	ADJ
crl-26857	120	13	touch	touch	NOUN
crl-26857	120	14	,	,	PUNCT
crl-26857	120	15	the	the	DET
crl-26857	120	16	project	project	NOUN
crl-26857	120	17	team	team	NOUN
crl-26857	120	18	also	also	ADV
crl-26857	120	19	worked	work	VERB
crl-26857	120	20	to	to	PART
crl-26857	120	21	streamline	streamline	VERB
crl-26857	120	22	expectations	expectation	NOUN
crl-26857	120	23	and	and	CCONJ
crl-26857	120	24	time	time	NOUN
crl-26857	120	25	commitments	commitment	NOUN
crl-26857	120	26	for	for	ADP
crl-26857	120	27	participating	participate	VERB
crl-26857	120	28	library	library	ADJ
crl-26857	120	29	personnel	personnel	NOUN
crl-26857	120	30	without	without	ADP
crl-26857	120	31	negatively	negatively	ADV
crl-26857	120	32	impacting	impact	VERB
crl-26857	120	33	the	the	DET
crl-26857	120	34	fellowship	fellowship	NOUN
crl-26857	120	35	experience	experience	NOUN
crl-26857	120	36	.	.	PUNCT
crl-26857	121	1	individual	individual	ADJ
crl-26857	121	2	libraryled	libraryle	VERB
crl-26857	121	3	workshops	workshop	NOUN
crl-26857	121	4	were	be	AUX
crl-26857	121	5	also	also	ADV
crl-26857	121	6	revised	revise	VERB
crl-26857	121	7	based	base	VERB
crl-26857	121	8	on	on	ADP
crl-26857	121	9	feedback	feedback	NOUN
crl-26857	121	10	and	and	CCONJ
crl-26857	121	11	engagement	engagement	NOUN
crl-26857	121	12	during	during	ADP
crl-26857	121	13	the	the	DET
crl-26857	121	14	pilot	pilot	NOUN
crl-26857	121	15	’s	’s	PART
crl-26857	121	16	first	first	ADJ
crl-26857	121	17	year	year	NOUN
crl-26857	121	18	.	.	PUNCT
crl-26857	122	1	librarian	librarian	ADJ
crl-26857	122	2	-	-	PUNCT
crl-26857	122	3	created	create	VERB
crl-26857	122	4	lesson	lesson	NOUN
crl-26857	122	5	materials	material	NOUN
crl-26857	122	6	and	and	CCONJ
crl-26857	122	7	program	program	NOUN
crl-26857	122	8	schedule	schedule	NOUN
crl-26857	122	9	are	be	AUX
crl-26857	122	10	available	available	ADJ
crl-26857	122	11	at	at	ADP
crl-26857	122	12	https://osf	https://osf	PROPN
crl-26857	122	13	.	.	PUNCT
crl-26857	122	14	io/68ezw/.	io/68ezw/.	NOUN
crl-26857	122	15	finally	finally	ADV
crl-26857	122	16	,	,	PUNCT
crl-26857	122	17	the	the	DET
crl-26857	122	18	second	second	ADJ
crl-26857	122	19	round	round	NOUN
crl-26857	122	20	of	of	ADP
crl-26857	122	21	the	the	DET
crl-26857	122	22	program	program	NOUN
crl-26857	122	23	was	be	AUX
crl-26857	122	24	intentionally	intentionally	ADV
crl-26857	122	25	designed	design	VERB
crl-26857	122	26	to	to	PART
crl-26857	122	27	accommodate	accommodate	VERB
crl-26857	122	28	shifting	shifting	NOUN
crl-26857	122	29	modalities	modality	NOUN
crl-26857	122	30	in	in	ADP
crl-26857	122	31	support	support	NOUN
crl-26857	122	32	of	of	ADP
crl-26857	122	33	remote	remote	NOUN
crl-26857	122	34	,	,	PUNCT
crl-26857	122	35	on	on	ADP
crl-26857	122	36	-	-	PUNCT
crl-26857	122	37	site	site	NOUN
crl-26857	122	38	,	,	PUNCT
crl-26857	122	39	and	and	CCONJ
crl-26857	122	40	hybrid	hybrid	ADJ
crl-26857	122	41	engagement	engagement	NOUN
crl-26857	122	42	options	option	NOUN
crl-26857	122	43	.	.	PUNCT
crl-26857	123	1	the	the	DET
crl-26857	123	2	second	second	ADJ
crl-26857	123	3	call	call	NOUN
crl-26857	123	4	for	for	ADP
crl-26857	123	5	proposals	proposal	NOUN
crl-26857	123	6	received	receive	VERB
crl-26857	123	7	strong	strong	ADJ
crl-26857	123	8	applications	application	NOUN
crl-26857	123	9	with	with	ADP
crl-26857	123	10	a	a	DET
crl-26857	123	11	significantly	significantly	ADV
crl-26857	123	12	diminished	diminish	VERB
crl-26857	123	13	response	response	NOUN
crl-26857	123	14	rate	rate	NOUN
crl-26857	123	15	,	,	PUNCT
crl-26857	123	16	which	which	PRON
crl-26857	123	17	we	we	PRON
crl-26857	123	18	attributed	attribute	VERB
crl-26857	123	19	to	to	ADP
crl-26857	123	20	ongoing	ongoing	ADJ
crl-26857	123	21	stressors	stressor	NOUN
crl-26857	123	22	associated	associate	VERB
crl-26857	123	23	with	with	ADP
crl-26857	123	24	the	the	DET
crl-26857	123	25	pandemic	pandemic	NOUN
crl-26857	123	26	.	.	PUNCT
crl-26857	124	1	we	we	PRON
crl-26857	124	2	received	receive	VERB
crl-26857	124	3	seven	seven	NUM
crl-26857	124	4	applications	application	NOUN
crl-26857	124	5	from	from	ADP
crl-26857	124	6	seven	seven	NUM
crl-26857	124	7	different	different	ADJ
crl-26857	124	8	disciplines	discipline	NOUN
crl-26857	124	9	,	,	PUNCT
crl-26857	124	10	and	and	CCONJ
crl-26857	124	11	six	six	NUM
crl-26857	124	12	library	library	NOUN
crl-26857	124	13	faculty	faculty	NOUN
crl-26857	124	14	members	member	NOUN
crl-26857	124	15	evaluated	evaluate	VERB
crl-26857	124	16	applicants	applicant	NOUN
crl-26857	124	17	using	use	VERB
crl-26857	124	18	the	the	DET
crl-26857	124	19	same	same	ADJ
crl-26857	124	20	rubric	rubric	NOUN
crl-26857	124	21	from	from	ADP
crl-26857	124	22	the	the	DET
crl-26857	124	23	first	first	ADJ
crl-26857	124	24	year	year	NOUN
crl-26857	124	25	.	.	PUNCT
crl-26857	125	1	we	we	PRON
crl-26857	125	2	offered	offer	VERB
crl-26857	125	3	six	six	NUM
crl-26857	125	4	fellowships	fellowship	NOUN
crl-26857	125	5	to	to	ADP
crl-26857	125	6	students	student	NOUN
crl-26857	125	7	in	in	ADP
crl-26857	125	8	public	public	ADJ
crl-26857	125	9	health	health	NOUN
crl-26857	125	10	(	(	PUNCT
crl-26857	125	11	1	1	NUM
crl-26857	125	12	)	)	PUNCT
crl-26857	125	13	,	,	PUNCT
crl-26857	125	14	higher	high	ADJ
crl-26857	125	15	education	education	NOUN
crl-26857	125	16	(	(	PUNCT
crl-26857	125	17	1	1	NUM
crl-26857	125	18	)	)	PUNCT
crl-26857	125	19	,	,	PUNCT
crl-26857	125	20	bioinformatics	bioinformatic	NOUN
crl-26857	125	21	(	(	PUNCT
crl-26857	125	22	1	1	NUM
crl-26857	125	23	)	)	PUNCT
crl-26857	125	24	,	,	PUNCT
crl-26857	125	25	english	english	NOUN
crl-26857	125	26	(	(	PUNCT
crl-26857	125	27	1	1	NUM
crl-26857	125	28	)	)	PUNCT
crl-26857	125	29	,	,	PUNCT
crl-26857	125	30	earth	earth	NOUN
crl-26857	125	31	sciences	science	NOUN
crl-26857	125	32	(	(	PUNCT
crl-26857	125	33	1	1	NUM
crl-26857	125	34	)	)	PUNCT
crl-26857	125	35	,	,	PUNCT
crl-26857	125	36	and	and	CCONJ
crl-26857	125	37	astronomy	astronomy	NOUN
crl-26857	125	38	(	(	PUNCT
crl-26857	125	39	1	1	NUM
crl-26857	125	40	)	)	PUNCT
crl-26857	125	41	.	.	PUNCT
crl-26857	126	1	once	once	ADV
crl-26857	126	2	again	again	ADV
crl-26857	126	3	,	,	PUNCT
crl-26857	126	4	one	one	NUM
crl-26857	126	5	fellow	fellow	NOUN
crl-26857	126	6	withdrew	withdraw	VERB
crl-26857	126	7	during	during	ADP
crl-26857	126	8	the	the	DET
crl-26857	126	9	first	first	ADJ
crl-26857	126	10	semester	semester	NOUN
crl-26857	126	11	of	of	ADP
crl-26857	126	12	the	the	DET
crl-26857	126	13	program	program	NOUN
crl-26857	126	14	,	,	PUNCT
crl-26857	126	15	this	this	DET
crl-26857	126	16	time	time	NOUN
crl-26857	126	17	citing	cite	VERB
crl-26857	126	18	personal	personal	ADJ
crl-26857	126	19	reasons	reason	NOUN
crl-26857	126	20	.	.	PUNCT
crl-26857	127	1	the	the	DET
crl-26857	127	2	second	second	ADJ
crl-26857	127	3	cohort	cohort	NOUN
crl-26857	127	4	of	of	ADP
crl-26857	127	5	ds2f	ds2f	NOUN
crl-26857	127	6	fellows	fellow	NOUN
crl-26857	127	7	met	meet	VERB
crl-26857	127	8	virtually	virtually	ADV
crl-26857	127	9	once	once	ADV
crl-26857	127	10	a	a	DET
crl-26857	127	11	week	week	NOUN
crl-26857	127	12	during	during	ADP
crl-26857	127	13	the	the	DET
crl-26857	127	14	spring	spring	NOUN
crl-26857	127	15	and	and	CCONJ
crl-26857	127	16	fall	fall	NOUN
crl-26857	127	17	semesters	semester	NOUN
crl-26857	127	18	and	and	CCONJ
crl-26857	127	19	continued	continue	VERB
crl-26857	127	20	the	the	DET
crl-26857	127	21	practice	practice	NOUN
crl-26857	127	22	of	of	ADP
crl-26857	127	23	monthly	monthly	ADJ
crl-26857	127	24	check	check	NOUN
crl-26857	127	25	-	-	PUNCT
crl-26857	127	26	ins	in	NOUN
crl-26857	127	27	through	through	ADP
crl-26857	127	28	the	the	DET
crl-26857	127	29	summer	summer	NOUN
crl-26857	127	30	.	.	PUNCT
crl-26857	128	1	in	in	ADP
crl-26857	128	2	november	november	PROPN
crl-26857	128	3	2022	2022	NUM
crl-26857	128	4	,	,	PUNCT
crl-26857	128	5	the	the	DET
crl-26857	128	6	team	team	NOUN
crl-26857	128	7	hosted	host	VERB
crl-26857	128	8	the	the	DET
crl-26857	128	9	second	second	ADJ
crl-26857	128	10	ds2f	ds2f	PROPN
crl-26857	128	11	workshop	workshop	NOUN
crl-26857	128	12	series	series	NOUN
crl-26857	128	13	,	,	PUNCT
crl-26857	128	14	which	which	PRON
crl-26857	128	15	included	include	VERB
crl-26857	128	16	the	the	DET
crl-26857	128	17	following	follow	VERB
crl-26857	128	18	contributions	contribution	NOUN
crl-26857	128	19	from	from	ADP
crl-26857	128	20	fellows	fellow	NOUN
crl-26857	128	21	:	:	PUNCT
crl-26857	128	22	•	•	NUM
crl-26857	128	23	god’sgift	god’sgift	NOUN
crl-26857	128	24	chukwuonye	chukwuonye	NOUN
crl-26857	128	25	–	–	PUNCT
crl-26857	128	26	r	r	NOUN
crl-26857	128	27	basics	basic	NOUN
crl-26857	128	28	:	:	PUNCT
crl-26857	129	1	data	datum	NOUN
crl-26857	129	2	cleaning	cleaning	NOUN
crl-26857	129	3	and	and	CCONJ
crl-26857	129	4	wrangling	wrangle	VERB
crl-26857	129	5	with	with	ADP
crl-26857	129	6	r	r	NOUN
crl-26857	129	7	•	•	NOUN
crl-26857	129	8	aviva	aviva	NOUN
crl-26857	129	9	doery	doery	NOUN
crl-26857	129	10	–	–	PUNCT
crl-26857	129	11	introduction	introduction	NOUN
crl-26857	129	12	to	to	ADP
crl-26857	129	13	editing	edit	VERB
crl-26857	129	14	360	360	NUM
crl-26857	129	15	-	-	PUNCT
crl-26857	129	16	degree	degree	NOUN
crl-26857	129	17	video	video	NOUN
crl-26857	129	18	in	in	ADP
crl-26857	129	19	adobe	adobe	PROPN
crl-26857	129	20	premiere	premiere	PROPN
crl-26857	129	21	pro	pro	X
crl-26857	129	22	•	•	ADP
crl-26857	129	23	emmanuel	emmanuel	PROPN
crl-26857	129	24	gonzalez	gonzalez	PROPN
crl-26857	129	25	–	–	PUNCT
crl-26857	129	26	using	use	VERB
crl-26857	129	27	interactive	interactive	ADJ
crl-26857	129	28	data	datum	NOUN
crl-26857	129	29	visualization	visualization	NOUN
crl-26857	129	30	to	to	PART
crl-26857	129	31	make	make	VERB
crl-26857	129	32	sense	sense	NOUN
crl-26857	129	33	of	of	ADP
crl-26857	129	34	large	large	ADJ
crl-26857	129	35	datasets	dataset	NOUN
crl-26857	129	36	•	•	ADP
crl-26857	129	37	anuj	anuj	PROPN
crl-26857	129	38	gupta	gupta	PROPN
crl-26857	129	39	–	–	PUNCT
crl-26857	129	40	coding	code	VERB
crl-26857	129	41	&	&	CCONJ
crl-26857	129	42	decoding	decode	VERB
crl-26857	129	43	:	:	PUNCT
crl-26857	129	44	introduction	introduction	NOUN
crl-26857	129	45	to	to	ADP
crl-26857	129	46	text	text	NOUN
crl-26857	129	47	mining	mining	NOUN
crl-26857	129	48	for	for	ADP
crl-26857	129	49	humanists	humanist	NOUN
crl-26857	129	50	and	and	CCONJ
crl-26857	129	51	social	social	ADJ
crl-26857	129	52	scientists	scientist	NOUN
crl-26857	129	53	•	•	ADV
crl-26857	129	54	john	john	PROPN
crl-26857	129	55	he	he	PRON
crl-26857	129	56	–	–	PUNCT
crl-26857	129	57	creating	create	VERB
crl-26857	129	58	visualizations	visualization	NOUN
crl-26857	129	59	of	of	ADP
crl-26857	129	60	the	the	DET
crl-26857	129	61	solid	solid	ADJ
crl-26857	129	62	earth	earth	NOUN
crl-26857	129	63	using	use	VERB
crl-26857	129	64	paraview	paraview	NOUN
crl-26857	129	65	god’sgift	god’sgift	PROPN
crl-26857	129	66	chukwuonye	chukwuonye	NOUN
crl-26857	129	67	’s	’s	PART
crl-26857	129	68	workshop	workshop	NOUN
crl-26857	129	69	stemmed	stem	VERB
crl-26857	129	70	from	from	ADP
crl-26857	129	71	the	the	DET
crl-26857	129	72	need	need	NOUN
crl-26857	129	73	to	to	PART
crl-26857	129	74	normalize	normalize	VERB
crl-26857	129	75	and	and	CCONJ
crl-26857	129	76	manage	manage	VERB
crl-26857	129	77	research	research	NOUN
crl-26857	129	78	data	datum	NOUN
crl-26857	129	79	related	relate	VERB
crl-26857	129	80	to	to	ADP
crl-26857	129	81	studies	study	NOUN
crl-26857	129	82	on	on	ADP
crl-26857	129	83	the	the	DET
crl-26857	129	84	impact	impact	NOUN
crl-26857	129	85	of	of	ADP
crl-26857	129	86	heavy	heavy	ADJ
crl-26857	129	87	metals	metal	NOUN
crl-26857	129	88	exposure	exposure	NOUN
crl-26857	129	89	on	on	ADP
crl-26857	129	90	the	the	DET
crl-26857	129	91	health	health	NOUN
crl-26857	129	92	of	of	ADP
crl-26857	129	93	individuals	individual	NOUN
crl-26857	129	94	living	live	VERB
crl-26857	129	95	in	in	ADP
crl-26857	129	96	mining	mining	NOUN
crl-26857	129	97	communities	community	NOUN
crl-26857	129	98	.	.	PUNCT
crl-26857	130	1	aviva	aviva	PROPN
crl-26857	130	2	doery	doery	PROPN
crl-26857	130	3	was	be	AUX
crl-26857	130	4	interested	interested	ADJ
crl-26857	130	5	in	in	ADP
crl-26857	130	6	ar	ar	PROPN
crl-26857	130	7	/	/	SYM
crl-26857	130	8	vr	vr	PROPN
crl-26857	130	9	approaches	approach	NOUN
crl-26857	130	10	that	that	PRON
crl-26857	130	11	might	might	AUX
crl-26857	130	12	create	create	VERB
crl-26857	130	13	virtual	virtual	ADJ
crl-26857	130	14	study	study	NOUN
crl-26857	130	15	abroad	abroad	ADV
crl-26857	130	16	experiences	experience	NOUN
crl-26857	130	17	for	for	ADP
crl-26857	130	18	students	student	NOUN
crl-26857	130	19	who	who	PRON
crl-26857	130	20	are	be	AUX
crl-26857	130	21	unable	unable	ADJ
crl-26857	130	22	to	to	PART
crl-26857	130	23	travel	travel	VERB
crl-26857	130	24	,	,	PUNCT
crl-26857	130	25	and	and	CCONJ
crl-26857	130	26	she	she	PRON
crl-26857	130	27	created	create	VERB
crl-26857	130	28	a	a	DET
crl-26857	130	29	hands	hand	NOUN
crl-26857	130	30	-	-	PUNCT
crl-26857	130	31	on	on	ADP
crl-26857	130	32	workshop	workshop	NOUN
crl-26857	130	33	to	to	PART
crl-26857	130	34	introduce	introduce	VERB
crl-26857	130	35	editing	edit	VERB
crl-26857	130	36	techniques	technique	NOUN
crl-26857	130	37	for	for	ADP
crl-26857	130	38	360	360	NUM
crl-26857	130	39	-	-	PUNCT
crl-26857	130	40	degree	degree	NOUN
crl-26857	130	41	video	video	NOUN
crl-26857	130	42	.	.	PUNCT
crl-26857	131	1	emmanuel	emmanuel	PROPN
crl-26857	131	2	gonzalez	gonzalez	PROPN
crl-26857	131	3	wanted	want	VERB
crl-26857	131	4	to	to	PART
crl-26857	131	5	explore	explore	VERB
crl-26857	131	6	how	how	SCONJ
crl-26857	131	7	to	to	PART
crl-26857	131	8	use	use	VERB
crl-26857	131	9	data	data	NOUN
crl-26857	131	10	visualization	visualization	NOUN
crl-26857	131	11	to	to	PART
crl-26857	131	12	synthesize	synthesize	VERB
crl-26857	131	13	and	and	CCONJ
crl-26857	131	14	communicate	communicate	VERB
crl-26857	131	15	information	information	NOUN
crl-26857	131	16	drawn	draw	VERB
crl-26857	131	17	from	from	ADP
crl-26857	131	18	data	data	NOUN
crl-26857	131	19	-	-	PUNCT
crl-26857	131	20	intensive	intensive	ADJ
crl-26857	131	21	research	research	NOUN
crl-26857	131	22	on	on	ADP
crl-26857	131	23	drought	drought	NOUN
crl-26857	131	24	resistance	resistance	NOUN
crl-26857	131	25	in	in	ADP
crl-26857	131	26	plants	plant	NOUN
crl-26857	131	27	.	.	PUNCT
crl-26857	132	1	anuj	anuj	PROPN
crl-26857	132	2	gupta	gupta	PROPN
crl-26857	132	3	applied	apply	VERB
crl-26857	132	4	text	text	NOUN
crl-26857	132	5	data	datum	NOUN
crl-26857	132	6	analysis	analysis	NOUN
crl-26857	132	7	techniques	technique	NOUN
crl-26857	132	8	to	to	ADP
crl-26857	132	9	a	a	DET
crl-26857	132	10	collection	collection	NOUN
crl-26857	132	11	of	of	ADP
crl-26857	132	12	first	first	ADJ
crl-26857	132	13	-	-	PUNCT
crl-26857	132	14	year	year	NOUN
crl-26857	132	15	writing	writing	NOUN
crl-26857	132	16	samples	sample	NOUN
crl-26857	132	17	to	to	PART
crl-26857	132	18	study	study	VERB
crl-26857	132	19	academic	academic	ADJ
crl-26857	132	20	writing	writing	NOUN
crl-26857	132	21	anxiety	anxiety	NOUN
crl-26857	132	22	.	.	PUNCT
crl-26857	133	1	john	john	PROPN
crl-26857	133	2	he	he	PRON
crl-26857	133	3	wanted	want	VERB
crl-26857	133	4	to	to	PART
crl-26857	133	5	build	build	VERB
crl-26857	133	6	experience	experience	NOUN
crl-26857	133	7	using	use	VERB
crl-26857	133	8	high	high	ADJ
crl-26857	133	9	performance	performance	NOUN
crl-26857	133	10	computing	compute	VERB
crl-26857	133	11	to	to	PART
crl-26857	133	12	design	design	VERB
crl-26857	133	13	,	,	PUNCT
crl-26857	133	14	implement	implement	VERB
crl-26857	133	15	,	,	PUNCT
crl-26857	133	16	and	and	CCONJ
crl-26857	133	17	visualize	visualize	VERB
crl-26857	133	18	three	three	NUM
crl-26857	133	19	-	-	PUNCT
crl-26857	133	20	dimensional	dimensional	ADJ
crl-26857	133	21	numerical	numerical	ADJ
crl-26857	133	22	simulations	simulation	NOUN
crl-26857	133	23	and	and	CCONJ
crl-26857	133	24	experiments	experiment	NOUN
crl-26857	133	25	of	of	ADP
crl-26857	133	26	the	the	DET
crl-26857	133	27	solid	solid	ADJ
crl-26857	133	28	earth	earth	NOUN
crl-26857	133	29	.	.	PUNCT
crl-26857	134	1	by	by	ADP
crl-26857	134	2	fall	fall	NOUN
crl-26857	134	3	of	of	ADP
crl-26857	134	4	2022	2022	NUM
crl-26857	134	5	,	,	PUNCT
crl-26857	134	6	many	many	ADJ
crl-26857	134	7	campus	campus	NOUN
crl-26857	134	8	activities	activity	NOUN
crl-26857	134	9	had	have	AUX
crl-26857	134	10	resumed	resume	VERB
crl-26857	134	11	in	in	ADP
crl-26857	134	12	person	person	NOUN
crl-26857	134	13	,	,	PUNCT
crl-26857	134	14	and	and	CCONJ
crl-26857	134	15	fellows	fellow	NOUN
crl-26857	134	16	were	be	AUX
crl-26857	134	17	presented	present	VERB
crl-26857	134	18	with	with	ADP
crl-26857	134	19	the	the	DET
crl-26857	134	20	choice	choice	NOUN
crl-26857	134	21	of	of	ADP
crl-26857	134	22	conducting	conduct	VERB
crl-26857	134	23	remote	remote	NOUN
crl-26857	134	24	,	,	PUNCT
crl-26857	134	25	in	in	ADP
crl-26857	134	26	-	-	PUNCT
crl-26857	134	27	person	person	NOUN
crl-26857	134	28	,	,	PUNCT
crl-26857	134	29	or	or	CCONJ
crl-26857	134	30	hybrid	hybrid	ADJ
crl-26857	134	31	workshops	workshop	NOUN
crl-26857	134	32	.	.	PUNCT
crl-26857	135	1	the	the	DET
crl-26857	135	2	project	project	NOUN
crl-26857	135	3	team	team	NOUN
crl-26857	135	4	worked	work	VERB
crl-26857	135	5	with	with	ADP
crl-26857	135	6	fellows	fellow	NOUN
crl-26857	135	7	to	to	PART
crl-26857	135	8	discuss	discuss	VERB
crl-26857	135	9	the	the	DET
crl-26857	135	10	challenges	challenge	NOUN
crl-26857	135	11	and	and	CCONJ
crl-26857	135	12	affordances	affordance	NOUN
crl-26857	135	13	of	of	ADP
crl-26857	135	14	each	each	DET
crl-26857	135	15	modality	modality	NOUN
crl-26857	135	16	.	.	PUNCT
crl-26857	136	1	two	two	NUM
crl-26857	136	2	https://oercommons.org/	https://oercommons.org/	PROPN
crl-26857	136	3	https://oercommons.org/	https://oercommons.org/	PROPN
crl-26857	136	4	https://merlot.org/merlot/	https://merlot.org/merlot/	PROPN
crl-26857	136	5	https://osf.io/68ezw/	https://osf.io/68ezw/	PROPN
crl-26857	136	6	https://osf.io/68ezw/	https://osf.io/68ezw/	VERB
crl-26857	136	7	the	the	DET
crl-26857	136	8	data	data	NOUN
crl-26857	136	9	science	science	NOUN
crl-26857	136	10	and	and	CCONJ
crl-26857	136	11	digital	digital	ADJ
crl-26857	136	12	scholarship	scholarship	NOUN
crl-26857	136	13	fellowship	fellowship	NOUN
crl-26857	136	14	program	program	NOUN
crl-26857	136	15	(	(	PUNCT
crl-26857	136	16	ds2f	ds2f	PROPN
crl-26857	136	17	)	)	PUNCT
crl-26857	136	18	561	561	NUM
crl-26857	136	19	fellows	fellow	NOUN
crl-26857	136	20	elected	elect	VERB
crl-26857	136	21	to	to	PART
crl-26857	136	22	offer	offer	VERB
crl-26857	136	23	in	in	ADP
crl-26857	136	24	-	-	PUNCT
crl-26857	136	25	person	person	NOUN
crl-26857	136	26	workshops	workshop	NOUN
crl-26857	136	27	and	and	CCONJ
crl-26857	136	28	three	three	NUM
crl-26857	136	29	elected	elect	VERB
crl-26857	136	30	to	to	PART
crl-26857	136	31	conduct	conduct	VERB
crl-26857	136	32	on	on	ADP
crl-26857	136	33	-	-	PUNCT
crl-26857	136	34	line	line	NOUN
crl-26857	136	35	workshops	workshop	NOUN
crl-26857	136	36	.	.	PUNCT
crl-26857	137	1	registration	registration	NOUN
crl-26857	137	2	rates	rate	NOUN
crl-26857	137	3	for	for	ADP
crl-26857	137	4	the	the	DET
crl-26857	137	5	second	second	ADJ
crl-26857	137	6	cohort	cohort	NOUN
crl-26857	137	7	’s	’s	PART
crl-26857	137	8	workshops	workshop	NOUN
crl-26857	137	9	were	be	AUX
crl-26857	137	10	more	more	ADV
crl-26857	137	11	varied	varied	ADJ
crl-26857	137	12	than	than	ADP
crl-26857	137	13	in	in	ADP
crl-26857	137	14	the	the	DET
crl-26857	137	15	first	first	ADJ
crl-26857	137	16	round	round	NOUN
crl-26857	137	17	with	with	ADP
crl-26857	137	18	more	more	ADJ
crl-26857	137	19	participants	participant	NOUN
crl-26857	137	20	continuing	continue	VERB
crl-26857	137	21	to	to	PART
crl-26857	137	22	opt	opt	VERB
crl-26857	137	23	for	for	ADP
crl-26857	137	24	online	online	ADJ
crl-26857	137	25	engagement	engagement	NOUN
crl-26857	137	26	.	.	PUNCT
crl-26857	138	1	as	as	ADP
crl-26857	138	2	with	with	ADP
crl-26857	138	3	the	the	DET
crl-26857	138	4	first	first	ADJ
crl-26857	138	5	cohort	cohort	NOUN
crl-26857	138	6	,	,	PUNCT
crl-26857	138	7	fellows	fellow	NOUN
crl-26857	138	8	utilized	utilize	VERB
crl-26857	138	9	the	the	DET
crl-26857	138	10	month	month	NOUN
crl-26857	138	11	following	follow	VERB
crl-26857	138	12	the	the	DET
crl-26857	138	13	workshops	workshop	NOUN
crl-26857	138	14	to	to	PART
crl-26857	138	15	create	create	VERB
crl-26857	138	16	open	open	ADJ
crl-26857	138	17	educational	educational	ADJ
crl-26857	138	18	resources	resource	NOUN
crl-26857	138	19	and	and	CCONJ
crl-26857	138	20	register	register	VERB
crl-26857	138	21	their	their	PRON
crl-26857	138	22	offerings	offering	NOUN
crl-26857	138	23	with	with	ADP
crl-26857	138	24	oer	oer	NOUN
crl-26857	138	25	commons	common	NOUN
crl-26857	138	26	or	or	CCONJ
crl-26857	138	27	merlot	merlot	NOUN
crl-26857	138	28	.	.	PUNCT
crl-26857	139	1	links	link	NOUN
crl-26857	139	2	to	to	ADP
crl-26857	139	3	all	all	DET
crl-26857	139	4	student	student	NOUN
crl-26857	139	5	-	-	PUNCT
crl-26857	139	6	created	create	VERB
crl-26857	139	7	open	open	ADJ
crl-26857	139	8	educational	educational	ADJ
crl-26857	139	9	resources	resource	NOUN
crl-26857	139	10	are	be	AUX
crl-26857	139	11	available	available	ADJ
crl-26857	139	12	at	at	ADP
crl-26857	139	13	https://data.library.arizona.edu/data-science/digitalscholarship-data-science-fellowship	https://data.library.arizona.edu/data-science/digitalscholarship-data-science-fellowship	PROPN
crl-26857	139	14	.	.	PUNCT
crl-26857	140	1	program	program	NOUN
crl-26857	140	2	assessment	assessment	NOUN
crl-26857	140	3	throughout	throughout	ADP
crl-26857	140	4	the	the	DET
crl-26857	140	5	planning	planning	NOUN
crl-26857	140	6	and	and	CCONJ
crl-26857	140	7	implementation	implementation	NOUN
crl-26857	140	8	of	of	ADP
crl-26857	140	9	the	the	DET
crl-26857	140	10	program	program	NOUN
crl-26857	140	11	,	,	PUNCT
crl-26857	140	12	we	we	PRON
crl-26857	140	13	sought	seek	VERB
crl-26857	140	14	feedback	feedback	NOUN
crl-26857	140	15	from	from	ADP
crl-26857	140	16	multiple	multiple	ADJ
crl-26857	140	17	audiences	audience	NOUN
crl-26857	140	18	to	to	PART
crl-26857	140	19	improve	improve	VERB
crl-26857	140	20	the	the	DET
crl-26857	140	21	experience	experience	NOUN
crl-26857	140	22	for	for	ADP
crl-26857	140	23	all	all	PRON
crl-26857	140	24	involved	involve	VERB
crl-26857	140	25	.	.	PUNCT
crl-26857	141	1	we	we	PRON
crl-26857	141	2	focused	focus	VERB
crl-26857	141	3	on	on	ADP
crl-26857	141	4	soliciting	solicit	VERB
crl-26857	141	5	information	information	NOUN
crl-26857	141	6	from	from	ADP
crl-26857	141	7	three	three	NUM
crl-26857	141	8	key	key	ADJ
crl-26857	141	9	audiences	audience	NOUN
crl-26857	141	10	:	:	PUNCT
crl-26857	141	11	participants	participant	NOUN
crl-26857	141	12	in	in	ADP
crl-26857	141	13	the	the	DET
crl-26857	141	14	fellow	fellow	NOUN
crl-26857	141	15	-	-	PUNCT
crl-26857	141	16	led	lead	VERB
crl-26857	141	17	workshops	workshop	NOUN
crl-26857	141	18	,	,	PUNCT
crl-26857	141	19	the	the	DET
crl-26857	141	20	graduate	graduate	NOUN
crl-26857	141	21	student	student	NOUN
crl-26857	141	22	fellows	fellow	VERB
crl-26857	141	23	themselves	themselves	PRON
crl-26857	141	24	,	,	PUNCT
crl-26857	141	25	and	and	CCONJ
crl-26857	141	26	the	the	DET
crl-26857	141	27	library	library	NOUN
crl-26857	141	28	personnel	personnel	NOUN
crl-26857	141	29	involved	involve	VERB
crl-26857	141	30	in	in	ADP
crl-26857	141	31	the	the	DET
crl-26857	141	32	planning	planning	NOUN
crl-26857	141	33	and	and	CCONJ
crl-26857	141	34	delivery	delivery	NOUN
crl-26857	141	35	of	of	ADP
crl-26857	141	36	the	the	DET
crl-26857	141	37	fellowship	fellowship	NOUN
crl-26857	141	38	program	program	NOUN
crl-26857	141	39	.	.	PUNCT
crl-26857	142	1	for	for	ADP
crl-26857	142	2	all	all	DET
crl-26857	142	3	audiences	audience	NOUN
crl-26857	142	4	,	,	PUNCT
crl-26857	142	5	we	we	PRON
crl-26857	142	6	used	use	VERB
crl-26857	142	7	both	both	CCONJ
crl-26857	142	8	structured	structured	ADJ
crl-26857	142	9	and	and	CCONJ
crl-26857	142	10	semi	semi	ADJ
crl-26857	142	11	-	-	ADJ
crl-26857	142	12	structured	structured	ADJ
crl-26857	142	13	surveys	survey	NOUN
crl-26857	142	14	to	to	PART
crl-26857	142	15	collect	collect	VERB
crl-26857	142	16	information	information	NOUN
crl-26857	142	17	at	at	ADP
crl-26857	142	18	key	key	ADJ
crl-26857	142	19	points	point	NOUN
crl-26857	142	20	of	of	ADP
crl-26857	142	21	the	the	DET
crl-26857	142	22	program	program	NOUN
crl-26857	142	23	.	.	PUNCT
crl-26857	143	1	these	these	DET
crl-26857	143	2	surveys	survey	NOUN
crl-26857	143	3	informed	inform	VERB
crl-26857	143	4	changes	change	NOUN
crl-26857	143	5	to	to	ADP
crl-26857	143	6	the	the	DET
crl-26857	143	7	program	program	NOUN
crl-26857	143	8	and	and	CCONJ
crl-26857	143	9	provided	provide	VERB
crl-26857	143	10	critical	critical	ADJ
crl-26857	143	11	feedback	feedback	NOUN
crl-26857	143	12	on	on	ADP
crl-26857	143	13	fellows	fellow	NOUN
crl-26857	143	14	’	'	PUNCT
crl-26857	143	15	workshop	workshop	NOUN
crl-26857	143	16	delivery	delivery	NOUN
crl-26857	143	17	and	and	CCONJ
crl-26857	143	18	materials	material	NOUN
crl-26857	143	19	.	.	PUNCT
crl-26857	144	1	following	follow	VERB
crl-26857	144	2	the	the	DET
crl-26857	144	3	delivery	delivery	NOUN
crl-26857	144	4	of	of	ADP
crl-26857	144	5	the	the	DET
crl-26857	144	6	fellow	fellow	NOUN
crl-26857	144	7	-	-	PUNCT
crl-26857	144	8	led	lead	VERB
crl-26857	144	9	workshop	workshop	NOUN
crl-26857	144	10	,	,	PUNCT
crl-26857	144	11	we	we	PRON
crl-26857	144	12	distributed	distribute	VERB
crl-26857	144	13	a	a	DET
crl-26857	144	14	post	post	ADJ
crl-26857	144	15	-	-	ADJ
crl-26857	144	16	workshop	workshop	ADJ
crl-26857	144	17	survey	survey	NOUN
crl-26857	144	18	to	to	ADP
crl-26857	144	19	all	all	DET
crl-26857	144	20	participants	participant	NOUN
crl-26857	144	21	.	.	PUNCT
crl-26857	145	1	these	these	DET
crl-26857	145	2	surveys	survey	NOUN
crl-26857	145	3	included	include	VERB
crl-26857	145	4	a	a	DET
crl-26857	145	5	suite	suite	NOUN
crl-26857	145	6	of	of	ADP
crl-26857	145	7	common	common	ADJ
crl-26857	145	8	questions	question	NOUN
crl-26857	145	9	as	as	ADV
crl-26857	145	10	well	well	ADV
crl-26857	145	11	as	as	ADP
crl-26857	145	12	questions	question	NOUN
crl-26857	145	13	specific	specific	ADJ
crl-26857	145	14	to	to	ADP
crl-26857	145	15	the	the	DET
crl-26857	145	16	workshop	workshop	NOUN
crl-26857	145	17	material	material	NOUN
crl-26857	145	18	and	and	CCONJ
crl-26857	145	19	delivery	delivery	NOUN
crl-26857	145	20	.	.	PUNCT
crl-26857	146	1	the	the	DET
crl-26857	146	2	questions	question	NOUN
crl-26857	146	3	common	common	ADJ
crl-26857	146	4	to	to	ADP
crl-26857	146	5	each	each	DET
crl-26857	146	6	workshop	workshop	NOUN
crl-26857	146	7	included	include	VERB
crl-26857	146	8	an	an	DET
crl-26857	146	9	assessment	assessment	NOUN
crl-26857	146	10	of	of	ADP
crl-26857	146	11	the	the	DET
crl-26857	146	12	pace	pace	NOUN
crl-26857	146	13	of	of	ADP
crl-26857	146	14	delivery	delivery	NOUN
crl-26857	146	15	,	,	PUNCT
crl-26857	146	16	the	the	DET
crl-26857	146	17	balance	balance	NOUN
crl-26857	146	18	between	between	ADP
crl-26857	146	19	hands	hand	NOUN
crl-26857	146	20	-	-	PUNCT
crl-26857	146	21	on	on	ADP
crl-26857	146	22	and	and	CCONJ
crl-26857	146	23	lecture	lecture	NOUN
crl-26857	146	24	material	material	NOUN
crl-26857	146	25	,	,	PUNCT
crl-26857	146	26	and	and	CCONJ
crl-26857	146	27	the	the	DET
crl-26857	146	28	learning	learning	NOUN
crl-26857	146	29	experience	experience	NOUN
crl-26857	146	30	.	.	PUNCT
crl-26857	147	1	workshop	workshop	NOUN
crl-26857	147	2	-	-	PUNCT
crl-26857	147	3	specific	specific	ADJ
crl-26857	147	4	questions	question	NOUN
crl-26857	147	5	asked	ask	VERB
crl-26857	147	6	participants	participant	NOUN
crl-26857	147	7	to	to	PART
crl-26857	147	8	rate	rate	VERB
crl-26857	147	9	their	their	PRON
crl-26857	147	10	experience	experience	NOUN
crl-26857	147	11	in	in	ADP
crl-26857	147	12	the	the	DET
crl-26857	147	13	workshop	workshop	NOUN
crl-26857	147	14	including	include	VERB
crl-26857	147	15	the	the	DET
crl-26857	147	16	level	level	NOUN
crl-26857	147	17	of	of	ADP
crl-26857	147	18	comfort	comfort	NOUN
crl-26857	147	19	with	with	ADP
crl-26857	147	20	applying	apply	VERB
crl-26857	147	21	the	the	DET
crl-26857	147	22	material	material	NOUN
crl-26857	147	23	to	to	ADP
crl-26857	147	24	their	their	PRON
crl-26857	147	25	own	own	ADJ
crl-26857	147	26	work	work	NOUN
crl-26857	147	27	.	.	PUNCT
crl-26857	148	1	over	over	ADP
crl-26857	148	2	the	the	DET
crl-26857	148	3	two	two	NUM
crl-26857	148	4	cohorts	cohort	NOUN
crl-26857	148	5	,	,	PUNCT
crl-26857	148	6	81	81	NUM
crl-26857	148	7	%	%	NOUN
crl-26857	148	8	of	of	ADP
crl-26857	148	9	the	the	DET
crl-26857	148	10	66	66	NUM
crl-26857	148	11	workshop	workshop	NOUN
crl-26857	148	12	participants	participant	NOUN
crl-26857	148	13	who	who	PRON
crl-26857	148	14	responded	respond	VERB
crl-26857	148	15	to	to	ADP
crl-26857	148	16	the	the	DET
crl-26857	148	17	survey	survey	NOUN
crl-26857	148	18	indicated	indicate	VERB
crl-26857	148	19	an	an	DET
crl-26857	148	20	appropriate	appropriate	ADJ
crl-26857	148	21	balance	balance	NOUN
crl-26857	148	22	in	in	ADP
crl-26857	148	23	time	time	NOUN
crl-26857	148	24	spent	spend	VERB
crl-26857	148	25	on	on	ADP
crl-26857	148	26	hands	hand	NOUN
crl-26857	148	27	-	-	PUNCT
crl-26857	148	28	on	on	ADP
crl-26857	148	29	activities	activity	NOUN
crl-26857	148	30	and	and	CCONJ
crl-26857	148	31	lecture	lecture	NOUN
crl-26857	148	32	,	,	PUNCT
crl-26857	148	33	and	and	CCONJ
crl-26857	148	34	85	85	NUM
crl-26857	148	35	%	%	NOUN
crl-26857	148	36	agreed	agree	VERB
crl-26857	148	37	that	that	SCONJ
crl-26857	148	38	they	they	PRON
crl-26857	148	39	could	could	AUX
crl-26857	148	40	immediately	immediately	ADV
crl-26857	148	41	apply	apply	VERB
crl-26857	148	42	what	what	PRON
crl-26857	148	43	they	they	PRON
crl-26857	148	44	learned	learn	VERB
crl-26857	148	45	to	to	ADP
crl-26857	148	46	their	their	PRON
crl-26857	148	47	own	own	ADJ
crl-26857	148	48	work	work	NOUN
crl-26857	148	49	.	.	PUNCT
crl-26857	149	1	workshop	workshop	NOUN
crl-26857	149	2	feedback	feedback	NOUN
crl-26857	149	3	was	be	AUX
crl-26857	149	4	also	also	ADV
crl-26857	149	5	shared	share	VERB
crl-26857	149	6	with	with	ADP
crl-26857	149	7	fellows	fellow	NOUN
crl-26857	149	8	to	to	PART
crl-26857	149	9	help	help	VERB
crl-26857	149	10	identify	identify	VERB
crl-26857	149	11	areas	area	NOUN
crl-26857	149	12	of	of	ADP
crl-26857	149	13	improvement	improvement	NOUN
crl-26857	149	14	in	in	ADP
crl-26857	149	15	their	their	PRON
crl-26857	149	16	instructional	instructional	ADJ
crl-26857	149	17	practice	practice	NOUN
crl-26857	149	18	.	.	PUNCT
crl-26857	150	1	to	to	PART
crl-26857	150	2	improve	improve	VERB
crl-26857	150	3	the	the	DET
crl-26857	150	4	experience	experience	NOUN
crl-26857	150	5	for	for	ADP
crl-26857	150	6	the	the	DET
crl-26857	150	7	graduate	graduate	NOUN
crl-26857	150	8	student	student	NOUN
crl-26857	150	9	fellows	fellow	NOUN
crl-26857	150	10	,	,	PUNCT
crl-26857	150	11	we	we	PRON
crl-26857	150	12	surveyed	survey	VERB
crl-26857	150	13	each	each	DET
crl-26857	150	14	cohort	cohort	NOUN
crl-26857	150	15	twice	twice	ADV
crl-26857	150	16	:	:	PUNCT
crl-26857	150	17	once	once	ADV
crl-26857	150	18	mid	mid	NOUN
crl-26857	150	19	-	-	NOUN
crl-26857	150	20	way	way	NOUN
crl-26857	150	21	through	through	ADP
crl-26857	150	22	the	the	DET
crl-26857	150	23	program	program	NOUN
crl-26857	150	24	and	and	CCONJ
crl-26857	150	25	once	once	ADV
crl-26857	150	26	at	at	ADP
crl-26857	150	27	the	the	DET
crl-26857	150	28	end	end	NOUN
crl-26857	150	29	of	of	ADP
crl-26857	150	30	their	their	PRON
crl-26857	150	31	fellowship	fellowship	NOUN
crl-26857	150	32	.	.	PUNCT
crl-26857	151	1	briefly	briefly	ADV
crl-26857	151	2	,	,	PUNCT
crl-26857	151	3	at	at	ADP
crl-26857	151	4	the	the	DET
crl-26857	151	5	midpoint	midpoint	NOUN
crl-26857	151	6	of	of	ADP
crl-26857	151	7	the	the	DET
crl-26857	151	8	program	program	NOUN
crl-26857	151	9	,	,	PUNCT
crl-26857	151	10	we	we	PRON
crl-26857	151	11	asked	ask	VERB
crl-26857	151	12	graduate	graduate	NOUN
crl-26857	151	13	fellows	fellow	NOUN
crl-26857	151	14	to	to	PART
crl-26857	151	15	share	share	VERB
crl-26857	151	16	what	what	PRON
crl-26857	151	17	was	be	AUX
crl-26857	151	18	working	work	VERB
crl-26857	151	19	for	for	ADP
crl-26857	151	20	them	they	PRON
crl-26857	151	21	and	and	CCONJ
crl-26857	151	22	what	what	PRON
crl-26857	151	23	they	they	PRON
crl-26857	151	24	would	would	AUX
crl-26857	151	25	change	change	VERB
crl-26857	151	26	about	about	ADP
crl-26857	151	27	the	the	DET
crl-26857	151	28	program	program	NOUN
crl-26857	151	29	.	.	PUNCT
crl-26857	152	1	many	many	ADJ
crl-26857	152	2	fellows	fellow	NOUN
crl-26857	152	3	,	,	PUNCT
crl-26857	152	4	from	from	ADP
crl-26857	152	5	both	both	DET
crl-26857	152	6	cohorts	cohort	NOUN
crl-26857	152	7	,	,	PUNCT
crl-26857	152	8	highlighted	highlight	VERB
crl-26857	152	9	the	the	DET
crl-26857	152	10	utility	utility	NOUN
crl-26857	152	11	of	of	ADP
crl-26857	152	12	interacting	interact	VERB
crl-26857	152	13	with	with	ADP
crl-26857	152	14	other	other	ADJ
crl-26857	152	15	members	member	NOUN
crl-26857	152	16	of	of	ADP
crl-26857	152	17	their	their	PRON
crl-26857	152	18	respective	respective	ADJ
crl-26857	152	19	cohorts	cohort	NOUN
crl-26857	152	20	.	.	PUNCT
crl-26857	153	1	in	in	ADP
crl-26857	153	2	both	both	DET
crl-26857	153	3	cohorts	cohort	NOUN
crl-26857	153	4	,	,	PUNCT
crl-26857	153	5	we	we	PRON
crl-26857	153	6	attempted	attempt	VERB
crl-26857	153	7	to	to	PART
crl-26857	153	8	increase	increase	VERB
crl-26857	153	9	such	such	ADJ
crl-26857	153	10	opportunities	opportunity	NOUN
crl-26857	153	11	during	during	ADP
crl-26857	153	12	the	the	DET
crl-26857	153	13	second	second	ADJ
crl-26857	153	14	half	half	NOUN
crl-26857	153	15	of	of	ADP
crl-26857	153	16	the	the	DET
crl-26857	153	17	fellowship	fellowship	NOUN
crl-26857	153	18	.	.	PUNCT
crl-26857	154	1	these	these	DET
crl-26857	154	2	opportunities	opportunity	NOUN
crl-26857	154	3	included	include	VERB
crl-26857	154	4	structured	structured	ADJ
crl-26857	154	5	peer	peer	NOUN
crl-26857	154	6	review	review	NOUN
crl-26857	154	7	throughout	throughout	ADP
crl-26857	154	8	the	the	DET
crl-26857	154	9	development	development	NOUN
crl-26857	154	10	of	of	ADP
crl-26857	154	11	instructional	instructional	ADJ
crl-26857	154	12	materials	material	NOUN
crl-26857	154	13	and	and	CCONJ
crl-26857	154	14	opportunities	opportunity	NOUN
crl-26857	154	15	to	to	PART
crl-26857	154	16	practice	practice	VERB
crl-26857	154	17	portions	portion	NOUN
crl-26857	154	18	of	of	ADP
crl-26857	154	19	their	their	PRON
crl-26857	154	20	planned	plan	VERB
crl-26857	154	21	instruction	instruction	NOUN
crl-26857	154	22	.	.	PUNCT
crl-26857	155	1	at	at	ADP
crl-26857	155	2	the	the	DET
crl-26857	155	3	conclusion	conclusion	NOUN
crl-26857	155	4	of	of	ADP
crl-26857	155	5	the	the	DET
crl-26857	155	6	fellowship	fellowship	NOUN
crl-26857	155	7	,	,	PUNCT
crl-26857	155	8	we	we	PRON
crl-26857	155	9	asked	ask	VERB
crl-26857	155	10	fellows	fellow	NOUN
crl-26857	155	11	to	to	PART
crl-26857	155	12	assess	assess	VERB
crl-26857	155	13	their	their	PRON
crl-26857	155	14	learning	learning	NOUN
crl-26857	155	15	progress	progress	NOUN
crl-26857	155	16	both	both	PRON
crl-26857	155	17	regarding	regard	VERB
crl-26857	155	18	their	their	PRON
crl-26857	155	19	self	self	NOUN
crl-26857	155	20	-	-	PUNCT
crl-26857	155	21	directed	direct	VERB
crl-26857	155	22	learning	learning	NOUN
crl-26857	155	23	goals	goal	NOUN
crl-26857	155	24	as	as	ADV
crl-26857	155	25	well	well	ADV
crl-26857	155	26	as	as	ADP
crl-26857	155	27	their	their	PRON
crl-26857	155	28	skills	skill	NOUN
crl-26857	155	29	as	as	ADP
crl-26857	155	30	instructors	instructor	NOUN
crl-26857	155	31	.	.	PUNCT
crl-26857	156	1	most	most	ADJ
crl-26857	156	2	graduate	graduate	ADJ
crl-26857	156	3	fellows	fellow	NOUN
crl-26857	156	4	(	(	PUNCT
crl-26857	156	5	75	75	NUM
crl-26857	156	6	%	%	NOUN
crl-26857	156	7	)	)	PUNCT
crl-26857	156	8	agreed	agree	VERB
crl-26857	156	9	that	that	SCONJ
crl-26857	156	10	they	they	PRON
crl-26857	156	11	had	have	VERB
crl-26857	156	12	enough	enough	ADJ
crl-26857	156	13	support	support	NOUN
crl-26857	156	14	for	for	ADP
crl-26857	156	15	computational	computational	ADJ
crl-26857	156	16	and	and	CCONJ
crl-26857	156	17	data	data	NOUN
crl-26857	156	18	skills	skill	NOUN
crl-26857	156	19	development	development	NOUN
crl-26857	156	20	during	during	ADP
crl-26857	156	21	the	the	DET
crl-26857	156	22	program	program	NOUN
crl-26857	156	23	.	.	PUNCT
crl-26857	157	1	all	all	DET
crl-26857	157	2	graduate	graduate	NOUN
crl-26857	157	3	fellows	fellow	NOUN
crl-26857	157	4	felt	feel	VERB
crl-26857	157	5	they	they	PRON
crl-26857	157	6	had	have	VERB
crl-26857	157	7	enough	enough	ADJ
crl-26857	157	8	support	support	NOUN
crl-26857	157	9	in	in	ADP
crl-26857	157	10	developing	develop	VERB
crl-26857	157	11	skills	skill	NOUN
crl-26857	157	12	as	as	ADP
crl-26857	157	13	an	an	DET
crl-26857	157	14	instructor	instructor	NOUN
crl-26857	157	15	and	and	CCONJ
crl-26857	157	16	87.5	87.5	NUM
crl-26857	157	17	%	%	NOUN
crl-26857	157	18	of	of	ADP
crl-26857	157	19	fellows	fellow	NOUN
crl-26857	157	20	thought	think	VERB
crl-26857	157	21	the	the	DET
crl-26857	157	22	balance	balance	NOUN
crl-26857	157	23	of	of	ADP
crl-26857	157	24	instructional	instructional	ADJ
crl-26857	157	25	time	time	NOUN
crl-26857	157	26	versus	versus	ADP
crl-26857	157	27	“	"	PUNCT
crl-26857	157	28	heads	head	NOUN
crl-26857	157	29	-	-	PUNCT
crl-26857	157	30	down	down	ADP
crl-26857	157	31	”	"	PUNCT
crl-26857	157	32	time	time	NOUN
crl-26857	157	33	for	for	ADP
crl-26857	157	34	self	self	NOUN
crl-26857	157	35	-	-	PUNCT
crl-26857	157	36	directed	direct	VERB
crl-26857	157	37	learning	learning	NOUN
crl-26857	157	38	was	be	AUX
crl-26857	157	39	appropriate	appropriate	ADJ
crl-26857	157	40	.	.	PUNCT
crl-26857	158	1	these	these	DET
crl-26857	158	2	formal	formal	ADJ
crl-26857	158	3	feedback	feedback	NOUN
crl-26857	158	4	systems	system	NOUN
crl-26857	158	5	,	,	PUNCT
crl-26857	158	6	combined	combine	VERB
crl-26857	158	7	with	with	ADP
crl-26857	158	8	more	more	ADV
crl-26857	158	9	frequent	frequent	ADJ
crl-26857	158	10	informal	informal	ADJ
crl-26857	158	11	feedback	feedback	NOUN
crl-26857	158	12	opportunities	opportunity	NOUN
crl-26857	158	13	,	,	PUNCT
crl-26857	158	14	allowed	allow	VERB
crl-26857	158	15	the	the	DET
crl-26857	158	16	library	library	ADJ
crl-26857	158	17	team	team	NOUN
crl-26857	158	18	to	to	PART
crl-26857	158	19	adapt	adapt	VERB
crl-26857	158	20	and	and	CCONJ
crl-26857	158	21	respond	respond	VERB
crl-26857	158	22	to	to	ADP
crl-26857	158	23	the	the	DET
crl-26857	158	24	needs	need	NOUN
crl-26857	158	25	of	of	ADP
crl-26857	158	26	current	current	ADJ
crl-26857	158	27	and	and	CCONJ
crl-26857	158	28	future	future	ADJ
crl-26857	158	29	graduate	graduate	NOUN
crl-26857	158	30	fellows	fellow	NOUN
crl-26857	158	31	.	.	PUNCT
crl-26857	159	1	finally	finally	ADV
crl-26857	159	2	,	,	PUNCT
crl-26857	159	3	several	several	ADJ
crl-26857	159	4	library	library	NOUN
crl-26857	159	5	personnel	personnel	NOUN
crl-26857	159	6	contributed	contribute	VERB
crl-26857	159	7	to	to	ADP
crl-26857	159	8	the	the	DET
crl-26857	159	9	program	program	NOUN
crl-26857	159	10	through	through	ADP
crl-26857	159	11	planning	planning	NOUN
crl-26857	159	12	and	and	CCONJ
crl-26857	159	13	instruction	instruction	NOUN
crl-26857	159	14	,	,	PUNCT
crl-26857	159	15	and	and	CCONJ
crl-26857	159	16	we	we	PRON
crl-26857	159	17	sought	seek	VERB
crl-26857	159	18	their	their	PRON
crl-26857	159	19	perspectives	perspective	NOUN
crl-26857	159	20	to	to	PART
crl-26857	159	21	improve	improve	VERB
crl-26857	159	22	their	their	PRON
crl-26857	159	23	experience	experience	NOUN
crl-26857	159	24	.	.	PUNCT
crl-26857	160	1	following	follow	VERB
crl-26857	160	2	the	the	DET
crl-26857	160	3	first	first	ADJ
crl-26857	160	4	https://data.library.arizona.edu/data-science/digital-scholarship-data-science-fellowship	https://data.library.arizona.edu/data-science/digital-scholarship-data-science-fellowship	PROPN
crl-26857	160	5	https://data.library.arizona.edu/data-science/digital-scholarship-data-science-fellowship	https://data.library.arizona.edu/data-science/digital-scholarship-data-science-fellowship	NOUN
crl-26857	160	6	562	562	NUM
crl-26857	160	7	college	college	PROPN
crl-26857	160	8	&	&	CCONJ
crl-26857	160	9	research	research	PROPN
crl-26857	160	10	libraries	library	NOUN
crl-26857	160	11	july	july	PROPN
crl-26857	160	12	2025	2025	NUM
crl-26857	160	13	cohort	cohort	NOUN
crl-26857	160	14	,	,	PUNCT
crl-26857	160	15	we	we	PRON
crl-26857	160	16	asked	ask	VERB
crl-26857	160	17	participating	participate	VERB
crl-26857	160	18	library	library	NOUN
crl-26857	160	19	personnel	personnel	NOUN
crl-26857	160	20	to	to	PART
crl-26857	160	21	provide	provide	VERB
crl-26857	160	22	an	an	DET
crl-26857	160	23	estimate	estimate	NOUN
crl-26857	160	24	of	of	ADP
crl-26857	160	25	the	the	DET
crl-26857	160	26	time	time	NOUN
crl-26857	160	27	they	they	PRON
crl-26857	160	28	spent	spend	VERB
crl-26857	160	29	,	,	PUNCT
crl-26857	160	30	through	through	ADP
crl-26857	160	31	synchronous	synchronous	ADJ
crl-26857	160	32	(	(	PUNCT
crl-26857	160	33	e.g.	e.g.	ADV
crl-26857	160	34	,	,	PUNCT
crl-26857	160	35	meetings	meeting	NOUN
crl-26857	160	36	with	with	ADP
crl-26857	160	37	fellows	fellow	NOUN
crl-26857	160	38	,	,	PUNCT
crl-26857	160	39	instructional	instructional	ADJ
crl-26857	160	40	sessions	session	NOUN
crl-26857	160	41	)	)	PUNCT
crl-26857	160	42	and	and	CCONJ
crl-26857	160	43	asynchronous	asynchronous	ADJ
crl-26857	160	44	(	(	PUNCT
crl-26857	160	45	e.g.	e.g.	ADV
crl-26857	160	46	,	,	PUNCT
crl-26857	160	47	instructional	instructional	ADJ
crl-26857	160	48	preparation	preparation	NOUN
crl-26857	160	49	,	,	PUNCT
crl-26857	160	50	logistics	logistic	NOUN
crl-26857	160	51	,	,	PUNCT
crl-26857	160	52	planning	planning	NOUN
crl-26857	160	53	)	)	PUNCT
crl-26857	160	54	activities	activity	NOUN
crl-26857	160	55	,	,	PUNCT
crl-26857	160	56	on	on	ADP
crl-26857	160	57	the	the	DET
crl-26857	160	58	program	program	NOUN
crl-26857	160	59	.	.	PUNCT
crl-26857	161	1	library	library	NOUN
crl-26857	161	2	personnel	personnel	NOUN
crl-26857	161	3	participated	participate	VERB
crl-26857	161	4	in	in	ADP
crl-26857	161	5	10	10	NUM
crl-26857	161	6	to	to	PART
crl-26857	161	7	50	50	NUM
crl-26857	161	8	hours	hour	NOUN
crl-26857	161	9	of	of	ADP
crl-26857	161	10	synchronous	synchronous	ADJ
crl-26857	161	11	activities	activity	NOUN
crl-26857	161	12	over	over	ADP
crl-26857	161	13	the	the	DET
crl-26857	161	14	course	course	NOUN
crl-26857	161	15	of	of	ADP
crl-26857	161	16	the	the	DET
crl-26857	161	17	year	year	NOUN
crl-26857	161	18	for	for	ADP
crl-26857	161	19	the	the	DET
crl-26857	161	20	first	first	ADJ
crl-26857	161	21	cohort	cohort	NOUN
crl-26857	161	22	and	and	CCONJ
crl-26857	161	23	four	four	NUM
crl-26857	161	24	to	to	PART
crl-26857	161	25	40	40	NUM
crl-26857	161	26	hours	hour	NOUN
crl-26857	161	27	in	in	ADP
crl-26857	161	28	asynchronous	asynchronous	ADJ
crl-26857	161	29	activities	activity	NOUN
crl-26857	161	30	.	.	PUNCT
crl-26857	162	1	fellowship	fellowship	NOUN
crl-26857	162	2	coordinators	coordinator	NOUN
crl-26857	162	3	represent	represent	VERB
crl-26857	162	4	the	the	DET
crl-26857	162	5	higher	high	ADJ
crl-26857	162	6	end	end	NOUN
crl-26857	162	7	of	of	ADP
crl-26857	162	8	the	the	DET
crl-26857	162	9	range	range	NOUN
crl-26857	162	10	,	,	PUNCT
crl-26857	162	11	while	while	SCONJ
crl-26857	162	12	instructors	instructor	NOUN
crl-26857	162	13	tended	tend	VERB
crl-26857	162	14	to	to	PART
crl-26857	162	15	contribute	contribute	VERB
crl-26857	162	16	at	at	ADP
crl-26857	162	17	the	the	DET
crl-26857	162	18	lower	low	ADJ
crl-26857	162	19	end	end	NOUN
crl-26857	162	20	of	of	ADP
crl-26857	162	21	the	the	DET
crl-26857	162	22	range	range	NOUN
crl-26857	162	23	.	.	PUNCT
crl-26857	163	1	we	we	PRON
crl-26857	163	2	also	also	ADV
crl-26857	163	3	asked	ask	VERB
crl-26857	163	4	about	about	ADP
crl-26857	163	5	interest	interest	NOUN
crl-26857	163	6	in	in	ADP
crl-26857	163	7	future	future	ADJ
crl-26857	163	8	participation	participation	NOUN
crl-26857	163	9	and	and	CCONJ
crl-26857	163	10	if	if	SCONJ
crl-26857	163	11	there	there	PRON
crl-26857	163	12	were	be	VERB
crl-26857	163	13	areas	area	NOUN
crl-26857	163	14	that	that	PRON
crl-26857	163	15	were	be	AUX
crl-26857	163	16	covered	cover	VERB
crl-26857	163	17	in	in	ADP
crl-26857	163	18	too	too	ADV
crl-26857	163	19	much	much	ADJ
crl-26857	163	20	or	or	CCONJ
crl-26857	163	21	too	too	ADV
crl-26857	163	22	little	little	ADJ
crl-26857	163	23	depth	depth	NOUN
crl-26857	163	24	.	.	PUNCT
crl-26857	164	1	library	library	NOUN
crl-26857	164	2	personnel	personnel	NOUN
crl-26857	164	3	were	be	AUX
crl-26857	164	4	enthusiastic	enthusiastic	ADJ
crl-26857	164	5	about	about	ADP
crl-26857	164	6	participating	participate	VERB
crl-26857	164	7	in	in	ADP
crl-26857	164	8	future	future	ADJ
crl-26857	164	9	cohorts	cohort	NOUN
crl-26857	164	10	,	,	PUNCT
crl-26857	164	11	and	and	CCONJ
crl-26857	164	12	almost	almost	ADV
crl-26857	164	13	unanimously	unanimously	ADV
crl-26857	164	14	suggested	suggest	VERB
crl-26857	164	15	decreasing	decrease	VERB
crl-26857	164	16	the	the	DET
crl-26857	164	17	amount	amount	NOUN
crl-26857	164	18	of	of	ADP
crl-26857	164	19	synchronous	synchronous	ADJ
crl-26857	164	20	meeting	meeting	NOUN
crl-26857	164	21	time	time	NOUN
crl-26857	164	22	with	with	ADP
crl-26857	164	23	consideration	consideration	NOUN
crl-26857	164	24	for	for	ADP
crl-26857	164	25	the	the	DET
crl-26857	164	26	best	good	ADJ
crl-26857	164	27	use	use	NOUN
crl-26857	164	28	of	of	ADP
crl-26857	164	29	library	library	NOUN
crl-26857	164	30	personnel	personnel	NOUN
crl-26857	164	31	’s	’s	PART
crl-26857	164	32	time	time	NOUN
crl-26857	164	33	.	.	PUNCT
crl-26857	165	1	furthermore	furthermore	ADV
crl-26857	165	2	,	,	PUNCT
crl-26857	165	3	it	it	PRON
crl-26857	165	4	was	be	AUX
crl-26857	165	5	suggested	suggest	VERB
crl-26857	165	6	that	that	SCONJ
crl-26857	165	7	instructional	instructional	ADJ
crl-26857	165	8	sessions	session	NOUN
crl-26857	165	9	on	on	ADP
crl-26857	165	10	pedagogical	pedagogical	ADJ
crl-26857	165	11	best	good	ADJ
crl-26857	165	12	practices	practice	NOUN
crl-26857	165	13	were	be	AUX
crl-26857	165	14	temporally	temporally	ADV
crl-26857	165	15	too	too	ADV
crl-26857	165	16	far	far	ADV
crl-26857	165	17	removed	remove	VERB
crl-26857	165	18	from	from	ADP
crl-26857	165	19	the	the	DET
crl-26857	165	20	student	student	NOUN
crl-26857	165	21	-	-	PUNCT
crl-26857	165	22	led	lead	VERB
crl-26857	165	23	workshops	workshop	NOUN
crl-26857	165	24	(	(	PUNCT
crl-26857	165	25	instruction	instruction	NOUN
crl-26857	165	26	on	on	ADP
crl-26857	165	27	pedagogy	pedagogy	NOUN
crl-26857	165	28	occurred	occur	VERB
crl-26857	165	29	in	in	ADP
crl-26857	165	30	early	early	ADJ
crl-26857	165	31	spring	spring	NOUN
crl-26857	165	32	semester	semester	NOUN
crl-26857	165	33	,	,	PUNCT
crl-26857	165	34	while	while	SCONJ
crl-26857	165	35	student	student	NOUN
crl-26857	165	36	-	-	PUNCT
crl-26857	165	37	led	lead	VERB
crl-26857	165	38	workshops	workshop	NOUN
crl-26857	165	39	took	take	VERB
crl-26857	165	40	place	place	NOUN
crl-26857	165	41	late	late	ADV
crl-26857	165	42	in	in	ADP
crl-26857	165	43	the	the	DET
crl-26857	165	44	following	follow	VERB
crl-26857	165	45	fall	fall	NOUN
crl-26857	165	46	semester	semester	NOUN
crl-26857	165	47	)	)	PUNCT
crl-26857	165	48	.	.	PUNCT
crl-26857	166	1	based	base	VERB
crl-26857	166	2	on	on	ADP
crl-26857	166	3	the	the	DET
crl-26857	166	4	information	information	NOUN
crl-26857	166	5	from	from	ADP
crl-26857	166	6	surveys	survey	NOUN
crl-26857	166	7	and	and	CCONJ
crl-26857	166	8	reflection	reflection	NOUN
crl-26857	166	9	on	on	ADP
crl-26857	166	10	the	the	DET
crl-26857	166	11	program	program	NOUN
crl-26857	166	12	,	,	PUNCT
crl-26857	166	13	it	it	PRON
crl-26857	166	14	is	be	AUX
crl-26857	166	15	important	important	ADJ
crl-26857	166	16	to	to	PART
crl-26857	166	17	highlight	highlight	VERB
crl-26857	166	18	some	some	DET
crl-26857	166	19	specific	specific	ADJ
crl-26857	166	20	benefits	benefit	NOUN
crl-26857	166	21	to	to	PART
crl-26857	166	22	graduate	graduate	VERB
crl-26857	166	23	fellows	fellow	NOUN
crl-26857	166	24	and	and	CCONJ
crl-26857	166	25	the	the	DET
crl-26857	166	26	campus	campus	NOUN
crl-26857	166	27	community	community	NOUN
crl-26857	166	28	.	.	PUNCT
crl-26857	167	1	all	all	DET
crl-26857	167	2	graduate	graduate	ADJ
crl-26857	167	3	students	student	NOUN
crl-26857	167	4	who	who	PRON
crl-26857	167	5	completed	complete	VERB
crl-26857	167	6	the	the	DET
crl-26857	167	7	fellowship	fellowship	NOUN
crl-26857	167	8	program	program	NOUN
crl-26857	167	9	accomplished	accomplish	VERB
crl-26857	167	10	most	most	ADJ
crl-26857	167	11	of	of	ADP
crl-26857	167	12	the	the	DET
crl-26857	167	13	learning	learning	NOUN
crl-26857	167	14	goals	goal	NOUN
crl-26857	167	15	they	they	PRON
crl-26857	167	16	had	have	AUX
crl-26857	167	17	set	set	VERB
crl-26857	167	18	for	for	ADP
crl-26857	167	19	themselves	themselves	PRON
crl-26857	167	20	;	;	PUNCT
crl-26857	167	21	several	several	ADJ
crl-26857	167	22	mentioned	mention	VERB
crl-26857	167	23	how	how	SCONJ
crl-26857	167	24	the	the	DET
crl-26857	167	25	structure	structure	NOUN
crl-26857	167	26	of	of	ADP
crl-26857	167	27	the	the	DET
crl-26857	167	28	fellowship	fellowship	NOUN
crl-26857	167	29	program	program	NOUN
crl-26857	167	30	helped	help	VERB
crl-26857	167	31	them	they	PRON
crl-26857	167	32	accomplish	accomplish	VERB
crl-26857	167	33	learning	learn	VERB
crl-26857	167	34	goals	goal	NOUN
crl-26857	167	35	they	they	PRON
crl-26857	167	36	otherwise	otherwise	ADV
crl-26857	167	37	would	would	AUX
crl-26857	167	38	have	have	AUX
crl-26857	167	39	had	have	VERB
crl-26857	167	40	difficulty	difficulty	NOUN
crl-26857	167	41	completing	complete	VERB
crl-26857	167	42	.	.	PUNCT
crl-26857	168	1	this	this	DET
crl-26857	168	2	structure	structure	NOUN
crl-26857	168	3	was	be	AUX
crl-26857	168	4	flexible	flexible	ADJ
crl-26857	168	5	enough	enough	ADV
crl-26857	168	6	to	to	PART
crl-26857	168	7	accommodate	accommodate	VERB
crl-26857	168	8	shifts	shift	NOUN
crl-26857	168	9	in	in	ADP
crl-26857	168	10	goals	goal	NOUN
crl-26857	168	11	,	,	PUNCT
crl-26857	168	12	allowing	allow	VERB
crl-26857	168	13	students	student	NOUN
crl-26857	168	14	to	to	PART
crl-26857	168	15	learn	learn	VERB
crl-26857	168	16	enough	enough	ADJ
crl-26857	168	17	about	about	ADP
crl-26857	168	18	topics	topic	NOUN
crl-26857	168	19	to	to	PART
crl-26857	168	20	know	know	VERB
crl-26857	168	21	which	which	DET
crl-26857	168	22	ones	one	NOUN
crl-26857	168	23	would	would	AUX
crl-26857	168	24	or	or	CCONJ
crl-26857	168	25	would	would	AUX
crl-26857	168	26	not	not	PART
crl-26857	168	27	be	be	AUX
crl-26857	168	28	most	most	ADV
crl-26857	168	29	useful	useful	ADJ
crl-26857	168	30	for	for	ADP
crl-26857	168	31	their	their	PRON
crl-26857	168	32	own	own	ADJ
crl-26857	168	33	thesis	thesis	NOUN
crl-26857	168	34	work	work	NOUN
crl-26857	168	35	.	.	PUNCT
crl-26857	169	1	the	the	DET
crl-26857	169	2	utility	utility	NOUN
crl-26857	169	3	of	of	ADP
crl-26857	169	4	the	the	DET
crl-26857	169	5	fellows	fellow	NOUN
crl-26857	169	6	-	-	PUNCT
crl-26857	169	7	led	lead	VERB
crl-26857	169	8	workshops	workshop	NOUN
crl-26857	169	9	and	and	CCONJ
crl-26857	169	10	associated	associated	ADJ
crl-26857	169	11	materials	material	NOUN
crl-26857	169	12	was	be	AUX
crl-26857	169	13	evidenced	evidence	VERB
crl-26857	169	14	by	by	ADP
crl-26857	169	15	multiple	multiple	ADJ
crl-26857	169	16	fellows	fellow	NOUN
crl-26857	169	17	re	re	VERB
crl-26857	169	18	-	-	VERB
crl-26857	169	19	using	use	VERB
crl-26857	169	20	the	the	DET
crl-26857	169	21	materials	material	NOUN
crl-26857	169	22	to	to	PART
crl-26857	169	23	instruct	instruct	VERB
crl-26857	169	24	in	in	ADP
crl-26857	169	25	subsequent	subsequent	ADJ
crl-26857	169	26	,	,	PUNCT
crl-26857	169	27	non	non	ADJ
crl-26857	169	28	-	-	ADJ
crl-26857	169	29	library	library	ADJ
crl-26857	169	30	workshop	workshop	NOUN
crl-26857	169	31	series	series	NOUN
crl-26857	169	32	offered	offer	VERB
crl-26857	169	33	at	at	ADP
crl-26857	169	34	the	the	DET
crl-26857	169	35	university	university	PROPN
crl-26857	169	36	of	of	ADP
crl-26857	169	37	arizona	arizona	PROPN
crl-26857	169	38	.	.	PUNCT
crl-26857	170	1	the	the	DET
crl-26857	170	2	applications	application	NOUN
crl-26857	170	3	submitted	submit	VERB
crl-26857	170	4	by	by	ADP
crl-26857	170	5	graduate	graduate	NOUN
crl-26857	170	6	students	student	NOUN
crl-26857	170	7	interested	interested	ADJ
crl-26857	170	8	in	in	ADP
crl-26857	170	9	the	the	DET
crl-26857	170	10	fellowship	fellowship	NOUN
crl-26857	170	11	provided	provide	VERB
crl-26857	170	12	an	an	DET
crl-26857	170	13	informative	informative	ADJ
crl-26857	170	14	,	,	PUNCT
crl-26857	170	15	albeit	albeit	SCONJ
crl-26857	170	16	informal	informal	ADJ
crl-26857	170	17	,	,	PUNCT
crl-26857	170	18	landscape	landscape	NOUN
crl-26857	170	19	scan	scan	NOUN
crl-26857	170	20	and	and	CCONJ
crl-26857	170	21	needs	need	VERB
crl-26857	170	22	assessment	assessment	NOUN
crl-26857	170	23	for	for	ADP
crl-26857	170	24	the	the	DET
crl-26857	170	25	campus	campus	NOUN
crl-26857	170	26	.	.	PUNCT
crl-26857	171	1	through	through	ADP
crl-26857	171	2	the	the	DET
crl-26857	171	3	students	student	NOUN
crl-26857	171	4	’	’	PART
crl-26857	171	5	applications	application	NOUN
crl-26857	171	6	,	,	PUNCT
crl-26857	171	7	library	library	NOUN
crl-26857	171	8	personnel	personnel	NOUN
crl-26857	171	9	identified	identify	VERB
crl-26857	171	10	potential	potential	ADJ
crl-26857	171	11	areas	area	NOUN
crl-26857	171	12	of	of	ADP
crl-26857	171	13	engagement	engagement	NOUN
crl-26857	171	14	in	in	ADP
crl-26857	171	15	a	a	DET
crl-26857	171	16	variety	variety	NOUN
crl-26857	171	17	of	of	ADP
crl-26857	171	18	campus	campus	NOUN
crl-26857	171	19	communities	community	NOUN
crl-26857	171	20	in	in	ADP
crl-26857	171	21	need	need	NOUN
crl-26857	171	22	of	of	ADP
crl-26857	171	23	additional	additional	ADJ
crl-26857	171	24	skills	skill	NOUN
crl-26857	171	25	development	development	NOUN
crl-26857	171	26	support	support	NOUN
crl-26857	171	27	.	.	PUNCT
crl-26857	172	1	common	common	ADJ
crl-26857	172	2	themes	theme	NOUN
crl-26857	172	3	in	in	ADP
crl-26857	172	4	application	application	NOUN
crl-26857	172	5	materials	material	NOUN
crl-26857	172	6	included	include	VERB
crl-26857	172	7	a	a	DET
crl-26857	172	8	desire	desire	NOUN
crl-26857	172	9	for	for	ADP
crl-26857	172	10	text	text	NOUN
crl-26857	172	11	analysis	analysis	NOUN
crl-26857	172	12	techniques	technique	NOUN
crl-26857	172	13	,	,	PUNCT
crl-26857	172	14	data	datum	NOUN
crl-26857	172	15	visualization	visualization	NOUN
crl-26857	172	16	tools	tool	NOUN
crl-26857	172	17	,	,	PUNCT
crl-26857	172	18	and	and	CCONJ
crl-26857	172	19	programming	programming	NOUN
crl-26857	172	20	language	language	NOUN
crl-26857	172	21	competency	competency	NOUN
crl-26857	172	22	.	.	PUNCT
crl-26857	173	1	such	such	ADJ
crl-26857	173	2	information	information	NOUN
crl-26857	173	3	is	be	AUX
crl-26857	173	4	useful	useful	ADJ
crl-26857	173	5	for	for	ADP
crl-26857	173	6	highlighting	highlight	VERB
crl-26857	173	7	emerging	emerge	VERB
crl-26857	173	8	technologies	technology	NOUN
crl-26857	173	9	libraries	library	NOUN
crl-26857	173	10	can	can	AUX
crl-26857	173	11	plan	plan	VERB
crl-26857	173	12	to	to	PART
crl-26857	173	13	support	support	VERB
crl-26857	173	14	,	,	PUNCT
crl-26857	173	15	through	through	ADP
crl-26857	173	16	library	library	NOUN
crl-26857	173	17	personnel	personnel	NOUN
crl-26857	173	18	or	or	CCONJ
crl-26857	173	19	strategic	strategic	ADJ
crl-26857	173	20	partnerships	partnership	NOUN
crl-26857	173	21	.	.	PUNCT
crl-26857	174	1	recommendations	recommendation	NOUN
crl-26857	174	2	the	the	DET
crl-26857	174	3	ds2f	ds2f	PROPN
crl-26857	174	4	program	program	NOUN
crl-26857	174	5	serves	serve	VERB
crl-26857	174	6	as	as	ADP
crl-26857	174	7	a	a	DET
crl-26857	174	8	model	model	NOUN
crl-26857	174	9	for	for	ADP
crl-26857	174	10	other	other	ADJ
crl-26857	174	11	institutions	institution	NOUN
crl-26857	174	12	seeking	seek	VERB
crl-26857	174	13	to	to	PART
crl-26857	174	14	support	support	VERB
crl-26857	174	15	digital	digital	ADJ
crl-26857	174	16	scholarship	scholarship	NOUN
crl-26857	174	17	and	and	CCONJ
crl-26857	174	18	data	datum	NOUN
crl-26857	174	19	science	science	NOUN
crl-26857	174	20	skills	skill	NOUN
crl-26857	174	21	development	development	NOUN
crl-26857	174	22	in	in	ADP
crl-26857	174	23	the	the	DET
crl-26857	174	24	absence	absence	NOUN
crl-26857	174	25	of	of	ADP
crl-26857	174	26	significant	significant	ADJ
crl-26857	174	27	additions	addition	NOUN
crl-26857	174	28	to	to	ADP
crl-26857	174	29	library	library	NOUN
crl-26857	174	30	personnel	personnel	NOUN
crl-26857	174	31	or	or	CCONJ
crl-26857	174	32	professional	professional	ADJ
crl-26857	174	33	development	development	NOUN
crl-26857	174	34	opportunities	opportunity	NOUN
crl-26857	174	35	.	.	PUNCT
crl-26857	175	1	for	for	ADP
crl-26857	175	2	successful	successful	ADJ
crl-26857	175	3	design	design	NOUN
crl-26857	175	4	and	and	CCONJ
crl-26857	175	5	implementation	implementation	NOUN
crl-26857	175	6	of	of	ADP
crl-26857	175	7	similar	similar	ADJ
crl-26857	175	8	programs	program	NOUN
crl-26857	175	9	,	,	PUNCT
crl-26857	175	10	we	we	PRON
crl-26857	175	11	have	have	VERB
crl-26857	175	12	four	four	NUM
crl-26857	175	13	recommendations	recommendation	NOUN
crl-26857	175	14	for	for	ADP
crl-26857	175	15	program	program	NOUN
crl-26857	175	16	leaders	leader	NOUN
crl-26857	175	17	:	:	PUNCT
crl-26857	175	18	assemble	assemble	VERB
crl-26857	175	19	a	a	DET
crl-26857	175	20	diverse	diverse	ADJ
crl-26857	175	21	team	team	NOUN
crl-26857	175	22	;	;	PUNCT
crl-26857	175	23	rely	rely	VERB
crl-26857	175	24	on	on	ADP
crl-26857	175	25	campus	campus	NOUN
crl-26857	175	26	networks	network	NOUN
crl-26857	175	27	;	;	PUNCT
crl-26857	175	28	recognize	recognize	VERB
crl-26857	175	29	the	the	DET
crl-26857	175	30	value	value	NOUN
crl-26857	175	31	of	of	ADP
crl-26857	175	32	personnel	personnel	NOUN
crl-26857	175	33	resources	resource	NOUN
crl-26857	175	34	;	;	PUNCT
crl-26857	175	35	and	and	CCONJ
crl-26857	175	36	compensate	compensate	VERB
crl-26857	175	37	fellows	fellow	NOUN
crl-26857	175	38	appropriately	appropriately	ADV
crl-26857	175	39	.	.	PUNCT
crl-26857	176	1	assemble	assemble	VERB
crl-26857	176	2	a	a	DET
crl-26857	176	3	diverse	diverse	ADJ
crl-26857	176	4	team	team	NOUN
crl-26857	176	5	to	to	PART
crl-26857	176	6	support	support	VERB
crl-26857	176	7	students	student	NOUN
crl-26857	176	8	in	in	ADP
crl-26857	176	9	programs	program	NOUN
crl-26857	176	10	focused	focus	VERB
crl-26857	176	11	on	on	ADP
crl-26857	176	12	such	such	ADJ
crl-26857	176	13	broad	broad	ADJ
crl-26857	176	14	areas	area	NOUN
crl-26857	176	15	as	as	ADP
crl-26857	176	16	digital	digital	ADJ
crl-26857	176	17	scholarship	scholarship	NOUN
crl-26857	176	18	and	and	CCONJ
crl-26857	176	19	data	datum	NOUN
crl-26857	176	20	science	science	NOUN
crl-26857	176	21	,	,	PUNCT
crl-26857	176	22	the	the	DET
crl-26857	176	23	team	team	NOUN
crl-26857	176	24	should	should	AUX
crl-26857	176	25	include	include	VERB
crl-26857	176	26	practitioners	practitioner	NOUN
crl-26857	176	27	from	from	ADP
crl-26857	176	28	an	an	DET
crl-26857	176	29	array	array	NOUN
crl-26857	176	30	of	of	ADP
crl-26857	176	31	disciplines	discipline	NOUN
crl-26857	176	32	touching	touch	VERB
crl-26857	176	33	on	on	ADP
crl-26857	176	34	all	all	DET
crl-26857	176	35	areas	area	NOUN
crl-26857	176	36	of	of	ADP
crl-26857	176	37	the	the	DET
crl-26857	176	38	program	program	NOUN
crl-26857	176	39	.	.	PUNCT
crl-26857	177	1	this	this	DET
crl-26857	177	2	diversity	diversity	NOUN
crl-26857	177	3	of	of	ADP
crl-26857	177	4	expertise	expertise	NOUN
crl-26857	177	5	will	will	AUX
crl-26857	177	6	be	be	AUX
crl-26857	177	7	important	important	ADJ
crl-26857	177	8	for	for	ADP
crl-26857	177	9	ensuring	ensure	VERB
crl-26857	177	10	that	that	SCONJ
crl-26857	177	11	the	the	DET
crl-26857	177	12	team	team	NOUN
crl-26857	177	13	can	can	AUX
crl-26857	177	14	guide	guide	VERB
crl-26857	177	15	student	student	NOUN
crl-26857	177	16	participants	participant	NOUN
crl-26857	177	17	in	in	ADP
crl-26857	177	18	asking	ask	VERB
crl-26857	177	19	the	the	DET
crl-26857	177	20	right	right	ADJ
crl-26857	177	21	questions	question	NOUN
crl-26857	177	22	,	,	PUNCT
crl-26857	177	23	even	even	ADV
crl-26857	177	24	if	if	SCONJ
crl-26857	177	25	team	team	NOUN
crl-26857	177	26	members	member	NOUN
crl-26857	177	27	do	do	VERB
crl-26857	177	28	not	not	PART
crl-26857	177	29	,	,	PUNCT
crl-26857	177	30	themselves	themselves	PRON
crl-26857	177	31	,	,	PUNCT
crl-26857	177	32	have	have	VERB
crl-26857	177	33	all	all	DET
crl-26857	177	34	the	the	DET
crl-26857	177	35	answers	answer	NOUN
crl-26857	177	36	to	to	ADP
crl-26857	177	37	those	those	DET
crl-26857	177	38	questions	question	NOUN
crl-26857	177	39	.	.	PUNCT
crl-26857	178	1	should	should	AUX
crl-26857	178	2	expertise	expertise	VERB
crl-26857	178	3	in	in	ADP
crl-26857	178	4	the	the	DET
crl-26857	178	5	team	team	NOUN
crl-26857	178	6	be	be	AUX
crl-26857	178	7	limited	limit	VERB
crl-26857	178	8	,	,	PUNCT
crl-26857	178	9	the	the	DET
crl-26857	178	10	data	data	NOUN
crl-26857	178	11	science	science	NOUN
crl-26857	178	12	and	and	CCONJ
crl-26857	178	13	digital	digital	ADJ
crl-26857	178	14	scholarship	scholarship	NOUN
crl-26857	178	15	fellowship	fellowship	NOUN
crl-26857	178	16	program	program	NOUN
crl-26857	178	17	(	(	PUNCT
crl-26857	178	18	ds2f	ds2f	PROPN
crl-26857	178	19	)	)	PUNCT
crl-26857	178	20	563	563	NUM
crl-26857	178	21	programs	program	NOUN
crl-26857	178	22	should	should	AUX
crl-26857	178	23	either	either	CCONJ
crl-26857	178	24	be	be	AUX
crl-26857	178	25	restricted	restrict	VERB
crl-26857	178	26	in	in	ADP
crl-26857	178	27	scope	scope	NOUN
crl-26857	178	28	to	to	PART
crl-26857	178	29	align	align	VERB
crl-26857	178	30	with	with	ADP
crl-26857	178	31	this	this	DET
crl-26857	178	32	expertise	expertise	NOUN
crl-26857	178	33	or	or	CCONJ
crl-26857	178	34	leaders	leader	NOUN
crl-26857	178	35	should	should	AUX
crl-26857	178	36	recruit	recruit	VERB
crl-26857	178	37	team	team	NOUN
crl-26857	178	38	members	member	NOUN
crl-26857	178	39	from	from	ADP
crl-26857	178	40	outside	outside	ADP
crl-26857	178	41	the	the	DET
crl-26857	178	42	library	library	NOUN
crl-26857	178	43	to	to	PART
crl-26857	178	44	fill	fill	VERB
crl-26857	178	45	expertise	expertise	NOUN
crl-26857	178	46	gaps	gap	NOUN
crl-26857	178	47	.	.	PUNCT
crl-26857	179	1	rely	rely	VERB
crl-26857	179	2	on	on	ADP
crl-26857	179	3	campus	campus	NOUN
crl-26857	179	4	networks	network	NOUN
crl-26857	179	5	the	the	DET
crl-26857	179	6	expertise	expertise	NOUN
crl-26857	179	7	of	of	ADP
crl-26857	179	8	such	such	DET
crl-26857	179	9	a	a	DET
crl-26857	179	10	team	team	NOUN
crl-26857	179	11	is	be	AUX
crl-26857	179	12	unlikely	unlikely	ADJ
crl-26857	179	13	to	to	PART
crl-26857	179	14	include	include	VERB
crl-26857	179	15	a	a	DET
crl-26857	179	16	depth	depth	NOUN
crl-26857	179	17	of	of	ADP
crl-26857	179	18	knowledge	knowledge	NOUN
crl-26857	179	19	on	on	ADP
crl-26857	179	20	all	all	DET
crl-26857	179	21	topics	topic	NOUN
crl-26857	179	22	.	.	PUNCT
crl-26857	180	1	assembling	assemble	VERB
crl-26857	180	2	a	a	DET
crl-26857	180	3	diverse	diverse	ADJ
crl-26857	180	4	team	team	NOUN
crl-26857	180	5	will	will	AUX
crl-26857	180	6	also	also	ADV
crl-26857	180	7	provide	provide	VERB
crl-26857	180	8	the	the	DET
crl-26857	180	9	benefit	benefit	NOUN
crl-26857	180	10	of	of	ADP
crl-26857	180	11	creating	create	VERB
crl-26857	180	12	a	a	DET
crl-26857	180	13	diverse	diverse	ADJ
crl-26857	180	14	network	network	NOUN
crl-26857	180	15	that	that	PRON
crl-26857	180	16	program	program	NOUN
crl-26857	180	17	personnel	personnel	NOUN
crl-26857	180	18	can	can	AUX
crl-26857	180	19	refer	refer	VERB
crl-26857	180	20	students	student	NOUN
crl-26857	180	21	to	to	ADP
crl-26857	180	22	when	when	SCONJ
crl-26857	180	23	their	their	PRON
crl-26857	180	24	needs	need	NOUN
crl-26857	180	25	exceed	exceed	VERB
crl-26857	180	26	the	the	DET
crl-26857	180	27	team	team	NOUN
crl-26857	180	28	’s	’s	PART
crl-26857	180	29	expertise	expertise	NOUN
crl-26857	180	30	.	.	PUNCT
crl-26857	181	1	campus	campus	NOUN
crl-26857	181	2	partners	partner	NOUN
crl-26857	181	3	can	can	AUX
crl-26857	181	4	include	include	VERB
crl-26857	181	5	research	research	NOUN
crl-26857	181	6	computing	computing	NOUN
crl-26857	181	7	centers	center	NOUN
crl-26857	181	8	,	,	PUNCT
crl-26857	181	9	information	information	NOUN
crl-26857	181	10	technology	technology	NOUN
crl-26857	181	11	units	unit	NOUN
crl-26857	181	12	,	,	PUNCT
crl-26857	181	13	and	and	CCONJ
crl-26857	181	14	other	other	ADJ
crl-26857	181	15	service	service	NOUN
crl-26857	181	16	centers	center	NOUN
crl-26857	181	17	such	such	ADJ
crl-26857	181	18	as	as	ADP
crl-26857	181	19	bioinformatics	bioinformatics	NOUN
crl-26857	181	20	cores	core	NOUN
crl-26857	181	21	.	.	PUNCT
crl-26857	182	1	connecting	connect	VERB
crl-26857	182	2	with	with	ADP
crl-26857	182	3	campus	campus	NOUN
crl-26857	182	4	partners	partner	NOUN
crl-26857	182	5	through	through	ADP
crl-26857	182	6	student	student	NOUN
crl-26857	182	7	fellowship	fellowship	NOUN
crl-26857	182	8	programs	program	NOUN
crl-26857	182	9	benefits	benefit	VERB
crl-26857	182	10	not	not	PART
crl-26857	182	11	only	only	ADV
crl-26857	182	12	the	the	DET
crl-26857	182	13	student	student	NOUN
crl-26857	182	14	participants	participant	NOUN
crl-26857	182	15	but	but	CCONJ
crl-26857	182	16	also	also	ADV
crl-26857	182	17	the	the	DET
crl-26857	182	18	library	library	NOUN
crl-26857	182	19	by	by	ADP
crl-26857	182	20	strengthening	strengthen	VERB
crl-26857	182	21	ties	tie	NOUN
crl-26857	182	22	through	through	ADP
crl-26857	182	23	increased	increase	VERB
crl-26857	182	24	collaborations	collaboration	NOUN
crl-26857	182	25	and	and	CCONJ
crl-26857	182	26	reciprocal	reciprocal	ADJ
crl-26857	182	27	referrals	referral	NOUN
crl-26857	182	28	.	.	PUNCT
crl-26857	183	1	recognize	recognize	VERB
crl-26857	183	2	the	the	DET
crl-26857	183	3	value	value	NOUN
crl-26857	183	4	of	of	ADP
crl-26857	183	5	personnel	personnel	NOUN
crl-26857	183	6	resources	resource	NOUN
crl-26857	183	7	student	student	NOUN
crl-26857	183	8	mentoring	mentoring	NOUN
crl-26857	183	9	and	and	CCONJ
crl-26857	183	10	development	development	NOUN
crl-26857	183	11	programs	program	NOUN
crl-26857	183	12	take	take	VERB
crl-26857	183	13	considerable	considerable	ADJ
crl-26857	183	14	personnel	personnel	NOUN
crl-26857	183	15	time	time	NOUN
crl-26857	183	16	,	,	PUNCT
crl-26857	183	17	often	often	ADV
crl-26857	183	18	more	more	ADJ
crl-26857	183	19	time	time	NOUN
crl-26857	183	20	than	than	SCONJ
crl-26857	183	21	is	be	AUX
crl-26857	183	22	anticipated	anticipate	VERB
crl-26857	183	23	.	.	PUNCT
crl-26857	184	1	between	between	ADP
crl-26857	184	2	the	the	DET
crl-26857	184	3	first	first	ADJ
crl-26857	184	4	and	and	CCONJ
crl-26857	184	5	second	second	ADJ
crl-26857	184	6	rounds	round	NOUN
crl-26857	184	7	of	of	ADP
crl-26857	184	8	our	our	PRON
crl-26857	184	9	implementation	implementation	NOUN
crl-26857	184	10	,	,	PUNCT
crl-26857	184	11	we	we	PRON
crl-26857	184	12	greatly	greatly	ADV
crl-26857	184	13	reduced	reduce	VERB
crl-26857	184	14	the	the	DET
crl-26857	184	15	amount	amount	NOUN
crl-26857	184	16	of	of	ADP
crl-26857	184	17	time	time	NOUN
crl-26857	184	18	asked	ask	VERB
crl-26857	184	19	from	from	ADP
crl-26857	184	20	library	library	NOUN
crl-26857	184	21	personnel	personnel	NOUN
crl-26857	184	22	who	who	PRON
crl-26857	184	23	were	be	AUX
crl-26857	184	24	not	not	PART
crl-26857	184	25	part	part	NOUN
crl-26857	184	26	of	of	ADP
crl-26857	184	27	the	the	DET
crl-26857	184	28	leadership	leadership	NOUN
crl-26857	184	29	team	team	NOUN
crl-26857	184	30	.	.	PUNCT
crl-26857	185	1	program	program	NOUN
crl-26857	185	2	leaders	leader	NOUN
crl-26857	185	3	should	should	AUX
crl-26857	185	4	be	be	AUX
crl-26857	185	5	mindful	mindful	ADJ
crl-26857	185	6	of	of	ADP
crl-26857	185	7	team	team	NOUN
crl-26857	185	8	members	member	NOUN
crl-26857	185	9	’	’	PART
crl-26857	185	10	time	time	NOUN
crl-26857	185	11	and	and	CCONJ
crl-26857	185	12	other	other	ADJ
crl-26857	185	13	commitments	commitment	NOUN
crl-26857	185	14	and	and	CCONJ
crl-26857	185	15	be	be	AUX
crl-26857	185	16	prepared	prepare	VERB
crl-26857	185	17	to	to	PART
crl-26857	185	18	fill	fill	VERB
crl-26857	185	19	-	-	PUNCT
crl-26857	185	20	in	in	ADP
crl-26857	185	21	if	if	SCONJ
crl-26857	185	22	team	team	NOUN
crl-26857	185	23	members	member	NOUN
crl-26857	185	24	need	need	VERB
crl-26857	185	25	to	to	PART
crl-26857	185	26	reduce	reduce	VERB
crl-26857	185	27	their	their	PRON
crl-26857	185	28	level	level	NOUN
crl-26857	185	29	of	of	ADP
crl-26857	185	30	participation	participation	NOUN
crl-26857	185	31	.	.	PUNCT
crl-26857	186	1	programs	program	NOUN
crl-26857	186	2	such	such	ADJ
crl-26857	186	3	as	as	ADP
crl-26857	186	4	these	these	DET
crl-26857	186	5	require	require	VERB
crl-26857	186	6	coordination	coordination	NOUN
crl-26857	186	7	,	,	PUNCT
crl-26857	186	8	including	include	VERB
crl-26857	186	9	scheduling	scheduling	NOUN
crl-26857	186	10	,	,	PUNCT
crl-26857	186	11	communications	communication	NOUN
crl-26857	186	12	,	,	PUNCT
crl-26857	186	13	and	and	CCONJ
crl-26857	186	14	other	other	ADJ
crl-26857	186	15	logistical	logistical	ADJ
crl-26857	186	16	arrangements	arrangement	NOUN
crl-26857	186	17	.	.	PUNCT
crl-26857	187	1	such	such	ADJ
crl-26857	187	2	time	time	NOUN
crl-26857	187	3	should	should	AUX
crl-26857	187	4	be	be	AUX
crl-26857	187	5	acknowledged	acknowledge	VERB
crl-26857	187	6	as	as	ADP
crl-26857	187	7	an	an	DET
crl-26857	187	8	explicit	explicit	ADJ
crl-26857	187	9	portion	portion	NOUN
crl-26857	187	10	of	of	ADP
crl-26857	187	11	position	position	NOUN
crl-26857	187	12	description(s	description(s	NOUN
crl-26857	187	13	)	)	PUNCT
crl-26857	187	14	for	for	ADP
crl-26857	187	15	personnel	personnel	NOUN
crl-26857	187	16	responsible	responsible	ADJ
crl-26857	187	17	for	for	ADP
crl-26857	187	18	program	program	NOUN
crl-26857	187	19	coordination	coordination	NOUN
crl-26857	187	20	.	.	PUNCT
crl-26857	188	1	based	base	VERB
crl-26857	188	2	on	on	ADP
crl-26857	188	3	our	our	PRON
crl-26857	188	4	program	program	NOUN
crl-26857	188	5	experiences	experience	NOUN
crl-26857	188	6	,	,	PUNCT
crl-26857	188	7	a	a	DET
crl-26857	188	8	cohort	cohort	NOUN
crl-26857	188	9	of	of	ADP
crl-26857	188	10	ten	ten	NUM
crl-26857	188	11	students	student	NOUN
crl-26857	188	12	warrants	warrant	NOUN
crl-26857	188	13	approximately	approximately	ADV
crl-26857	188	14	25	25	NUM
crl-26857	188	15	%	%	NOUN
crl-26857	188	16	of	of	ADP
crl-26857	188	17	a	a	DET
crl-26857	188	18	full	full	ADJ
crl-26857	188	19	-	-	PUNCT
crl-26857	188	20	time	time	NOUN
crl-26857	188	21	position	position	NOUN
crl-26857	188	22	for	for	ADP
crl-26857	188	23	effective	effective	ADJ
crl-26857	188	24	program	program	NOUN
crl-26857	188	25	coordination	coordination	NOUN
crl-26857	188	26	.	.	PUNCT
crl-26857	189	1	compensate	compensate	NOUN
crl-26857	189	2	fellows	fellow	NOUN
crl-26857	189	3	appropriately	appropriately	ADV
crl-26857	189	4	the	the	DET
crl-26857	189	5	level	level	NOUN
crl-26857	189	6	of	of	ADP
crl-26857	189	7	participation	participation	NOUN
crl-26857	189	8	should	should	AUX
crl-26857	189	9	dictate	dictate	VERB
crl-26857	189	10	how	how	SCONJ
crl-26857	189	11	graduate	graduate	ADJ
crl-26857	189	12	students	student	NOUN
crl-26857	189	13	are	be	AUX
crl-26857	189	14	compensated	compensate	VERB
crl-26857	189	15	.	.	PUNCT
crl-26857	190	1	we	we	PRON
crl-26857	190	2	used	use	VERB
crl-26857	190	3	an	an	DET
crl-26857	190	4	estimated	estimate	VERB
crl-26857	190	5	weekly	weekly	ADJ
crl-26857	190	6	participation	participation	NOUN
crl-26857	190	7	of	of	ADP
crl-26857	190	8	two	two	NUM
crl-26857	190	9	hours	hour	NOUN
crl-26857	190	10	,	,	PUNCT
crl-26857	190	11	along	along	ADP
crl-26857	190	12	with	with	ADP
crl-26857	190	13	contemporary	contemporary	ADJ
crl-26857	190	14	hourly	hourly	ADJ
crl-26857	190	15	wages	wage	NOUN
crl-26857	190	16	for	for	ADP
crl-26857	190	17	graduate	graduate	ADJ
crl-26857	190	18	student	student	NOUN
crl-26857	190	19	workers	worker	NOUN
crl-26857	190	20	to	to	PART
crl-26857	190	21	arrive	arrive	VERB
crl-26857	190	22	at	at	ADP
crl-26857	190	23	our	our	PRON
crl-26857	190	24	stipend	stipend	NOUN
crl-26857	190	25	amount	amount	NOUN
crl-26857	190	26	.	.	PUNCT
crl-26857	191	1	the	the	DET
crl-26857	191	2	estimated	estimate	VERB
crl-26857	191	3	time	time	NOUN
crl-26857	191	4	students	student	NOUN
crl-26857	191	5	spend	spend	VERB
crl-26857	191	6	on	on	ADP
crl-26857	191	7	fellowship	fellowship	NOUN
crl-26857	191	8	activities	activity	NOUN
crl-26857	191	9	will	will	AUX
crl-26857	191	10	most	most	ADV
crl-26857	191	11	likely	likely	ADV
crl-26857	191	12	be	be	AUX
crl-26857	191	13	an	an	DET
crl-26857	191	14	underestimate	underestimate	ADJ
crl-26857	191	15	:	:	PUNCT
crl-26857	191	16	even	even	ADV
crl-26857	191	17	with	with	ADP
crl-26857	191	18	guidance	guidance	NOUN
crl-26857	191	19	on	on	ADP
crl-26857	191	20	time	time	NOUN
crl-26857	191	21	management	management	NOUN
crl-26857	191	22	,	,	PUNCT
crl-26857	191	23	most	most	ADJ
crl-26857	191	24	fellows	fellow	NOUN
crl-26857	191	25	,	,	PUNCT
crl-26857	191	26	if	if	SCONJ
crl-26857	191	27	not	not	PART
crl-26857	191	28	all	all	PRON
crl-26857	191	29	,	,	PUNCT
crl-26857	191	30	spent	spend	VERB
crl-26857	191	31	more	more	ADJ
crl-26857	191	32	time	time	NOUN
crl-26857	191	33	on	on	ADP
crl-26857	191	34	fellowship	fellowship	NOUN
crl-26857	191	35	tasks	task	NOUN
crl-26857	191	36	outside	outside	ADV
crl-26857	191	37	of	of	ADP
crl-26857	191	38	synchronous	synchronous	ADJ
crl-26857	191	39	meetings	meeting	NOUN
crl-26857	191	40	than	than	SCONJ
crl-26857	191	41	were	be	AUX
crl-26857	191	42	expected	expect	VERB
crl-26857	191	43	.	.	PUNCT
crl-26857	192	1	in	in	ADP
crl-26857	192	2	addition	addition	NOUN
crl-26857	192	3	to	to	ADP
crl-26857	192	4	financial	financial	ADJ
crl-26857	192	5	compensation	compensation	NOUN
crl-26857	192	6	,	,	PUNCT
crl-26857	192	7	the	the	DET
crl-26857	192	8	fellowship	fellowship	NOUN
crl-26857	192	9	is	be	AUX
crl-26857	192	10	an	an	DET
crl-26857	192	11	opportunity	opportunity	NOUN
crl-26857	192	12	to	to	PART
crl-26857	192	13	mentor	mentor	NOUN
crl-26857	192	14	students	student	NOUN
crl-26857	192	15	,	,	PUNCT
crl-26857	192	16	which	which	PRON
crl-26857	192	17	provides	provide	VERB
crl-26857	192	18	another	another	PRON
crl-26857	192	19	,	,	PUNCT
crl-26857	192	20	albeit	albeit	SCONJ
crl-26857	192	21	less	less	ADV
crl-26857	192	22	quantifiable	quantifiable	ADJ
crl-26857	192	23	,	,	PUNCT
crl-26857	192	24	means	mean	NOUN
crl-26857	192	25	of	of	ADP
crl-26857	192	26	compensation	compensation	NOUN
crl-26857	192	27	.	.	PUNCT
crl-26857	193	1	such	such	ADJ
crl-26857	193	2	mentorship	mentorship	NOUN
crl-26857	193	3	is	be	AUX
crl-26857	193	4	not	not	PART
crl-26857	193	5	meant	mean	VERB
crl-26857	193	6	as	as	ADP
crl-26857	193	7	a	a	DET
crl-26857	193	8	substitute	substitute	NOUN
crl-26857	193	9	,	,	PUNCT
crl-26857	193	10	but	but	CCONJ
crl-26857	193	11	rather	rather	ADV
crl-26857	193	12	a	a	DET
crl-26857	193	13	complement	complement	NOUN
crl-26857	193	14	to	to	ADP
crl-26857	193	15	financial	financial	ADJ
crl-26857	193	16	compensation	compensation	NOUN
crl-26857	193	17	.	.	PUNCT
crl-26857	194	1	such	such	ADJ
crl-26857	194	2	support	support	NOUN
crl-26857	194	3	,	,	PUNCT
crl-26857	194	4	through	through	ADP
crl-26857	194	5	financial	financial	ADJ
crl-26857	194	6	compensation	compensation	NOUN
crl-26857	194	7	and	and	CCONJ
crl-26857	194	8	mentoring	mentor	VERB
crl-26857	194	9	,	,	PUNCT
crl-26857	194	10	can	can	AUX
crl-26857	194	11	be	be	AUX
crl-26857	194	12	especially	especially	ADV
crl-26857	194	13	important	important	ADJ
crl-26857	194	14	for	for	ADP
crl-26857	194	15	building	build	VERB
crl-26857	194	16	a	a	DET
crl-26857	194	17	diverse	diverse	ADJ
crl-26857	194	18	cohort	cohort	NOUN
crl-26857	194	19	,	,	PUNCT
crl-26857	194	20	as	as	SCONJ
crl-26857	194	21	these	these	DET
crl-26857	194	22	support	support	NOUN
crl-26857	194	23	mechanisms	mechanism	NOUN
crl-26857	194	24	are	be	AUX
crl-26857	194	25	especially	especially	ADV
crl-26857	194	26	important	important	ADJ
crl-26857	194	27	for	for	ADP
crl-26857	194	28	retention	retention	NOUN
crl-26857	194	29	and	and	CCONJ
crl-26857	194	30	completion	completion	NOUN
crl-26857	194	31	for	for	ADP
crl-26857	194	32	students	student	NOUN
crl-26857	194	33	from	from	ADP
crl-26857	194	34	underserved	underserved	ADJ
crl-26857	194	35	communities	community	NOUN
crl-26857	194	36	(	(	PUNCT
crl-26857	194	37	e.g.	e.g.	ADV
crl-26857	194	38	,	,	PUNCT
crl-26857	194	39	sowell	sowell	PROPN
crl-26857	194	40	&	&	CCONJ
crl-26857	194	41	okahana	okahana	PROPN
crl-26857	194	42	,	,	PUNCT
crl-26857	194	43	2015	2015	NUM
crl-26857	194	44	)	)	PUNCT
crl-26857	194	45	.	.	PUNCT
crl-26857	195	1	conclusion	conclusion	NOUN
crl-26857	195	2	programs	program	NOUN
crl-26857	195	3	such	such	ADJ
crl-26857	195	4	as	as	ADP
crl-26857	195	5	ds2f	ds2f	PROPN
crl-26857	195	6	are	be	AUX
crl-26857	195	7	well	well	ADV
crl-26857	195	8	suited	suited	ADJ
crl-26857	195	9	to	to	ADP
crl-26857	195	10	academic	academic	ADJ
crl-26857	195	11	libraries	library	NOUN
crl-26857	195	12	with	with	ADP
crl-26857	195	13	strong	strong	ADJ
crl-26857	195	14	collaborative	collaborative	ADJ
crl-26857	195	15	engagement	engagement	NOUN
crl-26857	195	16	within	within	ADP
crl-26857	195	17	the	the	DET
crl-26857	195	18	library	library	NOUN
crl-26857	195	19	and	and	CCONJ
crl-26857	195	20	active	active	ADJ
crl-26857	195	21	networks	network	NOUN
crl-26857	195	22	for	for	ADP
crl-26857	195	23	coordination	coordination	NOUN
crl-26857	195	24	across	across	ADP
crl-26857	195	25	a	a	DET
crl-26857	195	26	range	range	NOUN
crl-26857	195	27	of	of	ADP
crl-26857	195	28	campus	campus	NOUN
crl-26857	195	29	units	unit	NOUN
crl-26857	195	30	with	with	ADP
crl-26857	195	31	aligned	aligned	ADJ
crl-26857	195	32	interests	interest	NOUN
crl-26857	195	33	.	.	PUNCT
crl-26857	196	1	the	the	DET
crl-26857	196	2	breadth	breadth	NOUN
crl-26857	196	3	of	of	ADP
crl-26857	196	4	topics	topic	NOUN
crl-26857	196	5	in	in	ADP
crl-26857	196	6	which	which	PRON
crl-26857	196	7	graduate	graduate	NOUN
crl-26857	196	8	students	student	NOUN
crl-26857	196	9	wish	wish	VERB
crl-26857	196	10	to	to	PART
crl-26857	196	11	engage	engage	VERB
crl-26857	196	12	combined	combine	VERB
crl-26857	196	13	with	with	ADP
crl-26857	196	14	the	the	DET
crl-26857	196	15	disciplinary	disciplinary	ADJ
crl-26857	196	16	diversity	diversity	NOUN
crl-26857	196	17	of	of	ADP
crl-26857	196	18	our	our	PRON
crl-26857	196	19	cohorts	cohort	NOUN
crl-26857	196	20	is	be	AUX
crl-26857	196	21	an	an	DET
crl-26857	196	22	inherent	inherent	ADJ
crl-26857	196	23	strength	strength	NOUN
crl-26857	196	24	of	of	ADP
crl-26857	196	25	the	the	DET
crl-26857	196	26	program	program	NOUN
crl-26857	196	27	;	;	PUNCT
crl-26857	196	28	it	it	PRON
crl-26857	196	29	also	also	ADV
crl-26857	196	30	requires	require	VERB
crl-26857	196	31	that	that	SCONJ
crl-26857	196	32	program	program	NOUN
crl-26857	196	33	coordinators	coordinator	NOUN
crl-26857	196	34	tap	tap	VERB
crl-26857	196	35	into	into	ADP
crl-26857	196	36	their	their	PRON
crl-26857	196	37	networks	network	NOUN
crl-26857	196	38	to	to	PART
crl-26857	196	39	connect	connect	VERB
crl-26857	196	40	students	student	NOUN
crl-26857	196	41	with	with	ADP
crl-26857	196	42	the	the	DET
crl-26857	196	43	resources	resource	NOUN
crl-26857	196	44	they	they	PRON
crl-26857	196	45	most	most	ADV
crl-26857	196	46	need	need	VERB
crl-26857	196	47	.	.	PUNCT
crl-26857	197	1	self	self	NOUN
crl-26857	197	2	-	-	PUNCT
crl-26857	197	3	directed	direct	VERB
crl-26857	197	4	learning	learning	NOUN
crl-26857	197	5	and	and	CCONJ
crl-26857	197	6	consolidating	consolidate	VERB
crl-26857	197	7	learning	learn	VERB
crl-26857	197	8	outcomes	outcome	NOUN
crl-26857	197	9	564	564	NUM
crl-26857	197	10	college	college	NOUN
crl-26857	197	11	&	&	CCONJ
crl-26857	197	12	research	research	PROPN
crl-26857	197	13	libraries	library	NOUN
crl-26857	197	14	july	july	PROPN
crl-26857	197	15	2025	2025	NUM
crl-26857	197	16	through	through	ADP
crl-26857	197	17	teaching	teaching	NOUN
crl-26857	197	18	are	be	AUX
crl-26857	197	19	vital	vital	ADJ
crl-26857	197	20	career	career	NOUN
crl-26857	197	21	skills	skill	NOUN
crl-26857	197	22	for	for	ADP
crl-26857	197	23	students	student	NOUN
crl-26857	197	24	who	who	PRON
crl-26857	197	25	are	be	AUX
crl-26857	197	26	effectively	effectively	ADV
crl-26857	197	27	at	at	ADP
crl-26857	197	28	the	the	DET
crl-26857	197	29	end	end	NOUN
crl-26857	197	30	of	of	ADP
crl-26857	197	31	their	their	PRON
crl-26857	197	32	formal	formal	ADJ
crl-26857	197	33	coursework	coursework	NOUN
crl-26857	197	34	and	and	CCONJ
crl-26857	197	35	beginning	begin	VERB
crl-26857	197	36	their	their	PRON
crl-26857	197	37	careers	career	NOUN
crl-26857	197	38	as	as	ADP
crl-26857	197	39	independent	independent	ADJ
crl-26857	197	40	researchers	researcher	NOUN
crl-26857	197	41	.	.	PUNCT
crl-26857	198	1	by	by	ADP
crl-26857	198	2	leveraging	leverage	VERB
crl-26857	198	3	library	library	NOUN
crl-26857	198	4	expertise	expertise	NOUN
crl-26857	198	5	in	in	ADP
crl-26857	198	6	these	these	DET
crl-26857	198	7	areas	area	NOUN
crl-26857	198	8	and	and	CCONJ
crl-26857	198	9	the	the	DET
crl-26857	198	10	library	library	NOUN
crl-26857	198	11	’s	’s	PART
crl-26857	198	12	role	role	NOUN
crl-26857	198	13	as	as	ADP
crl-26857	198	14	an	an	DET
crl-26857	198	15	interdisciplinary	interdisciplinary	ADJ
crl-26857	198	16	hub	hub	NOUN
crl-26857	198	17	for	for	ADP
crl-26857	198	18	campus	campus	NOUN
crl-26857	198	19	engagement	engagement	NOUN
crl-26857	198	20	,	,	PUNCT
crl-26857	198	21	graduate	graduate	NOUN
crl-26857	198	22	students	student	NOUN
crl-26857	198	23	are	be	AUX
crl-26857	198	24	better	well	ADV
crl-26857	198	25	positioned	positioned	ADJ
crl-26857	198	26	to	to	PART
crl-26857	198	27	develop	develop	VERB
crl-26857	198	28	new	new	ADJ
crl-26857	198	29	technical	technical	ADJ
crl-26857	198	30	skills	skill	NOUN
crl-26857	198	31	without	without	ADP
crl-26857	198	32	losing	lose	VERB
crl-26857	198	33	momentum	momentum	NOUN
crl-26857	198	34	on	on	ADP
crl-26857	198	35	their	their	PRON
crl-26857	198	36	primary	primary	ADJ
crl-26857	198	37	objective	objective	NOUN
crl-26857	198	38	:	:	PUNCT
crl-26857	198	39	a	a	DET
crl-26857	198	40	completed	complete	VERB
crl-26857	198	41	dissertation	dissertation	NOUN
crl-26857	198	42	.	.	PUNCT
crl-26857	199	1	in	in	ADP
crl-26857	199	2	turn	turn	NOUN
crl-26857	199	3	,	,	PUNCT
crl-26857	199	4	the	the	DET
crl-26857	199	5	library	library	NOUN
crl-26857	199	6	is	be	AUX
crl-26857	199	7	better	well	ADV
crl-26857	199	8	positioned	position	VERB
crl-26857	199	9	to	to	PART
crl-26857	199	10	remain	remain	VERB
crl-26857	199	11	at	at	ADP
crl-26857	199	12	the	the	DET
crl-26857	199	13	forefront	forefront	NOUN
crl-26857	199	14	of	of	ADP
crl-26857	199	15	identifying	identify	VERB
crl-26857	199	16	and	and	CCONJ
crl-26857	199	17	addressing	address	VERB
crl-26857	199	18	the	the	DET
crl-26857	199	19	needs	need	NOUN
crl-26857	199	20	of	of	ADP
crl-26857	199	21	graduate	graduate	ADJ
crl-26857	199	22	students	student	NOUN
crl-26857	199	23	as	as	SCONJ
crl-26857	199	24	they	they	PRON
crl-26857	199	25	emerge	emerge	VERB
crl-26857	199	26	and	and	CCONJ
crl-26857	199	27	evolve	evolve	VERB
crl-26857	199	28	.	.	PUNCT
crl-26857	200	1	ultimately	ultimately	ADV
crl-26857	200	2	,	,	PUNCT
crl-26857	200	3	ds2f	ds2f	PROPN
crl-26857	200	4	has	have	AUX
crl-26857	200	5	proven	prove	VERB
crl-26857	200	6	to	to	PART
crl-26857	200	7	be	be	AUX
crl-26857	200	8	a	a	DET
crl-26857	200	9	mutually	mutually	ADV
crl-26857	200	10	beneficial	beneficial	ADJ
crl-26857	200	11	and	and	CCONJ
crl-26857	200	12	reciprocal	reciprocal	ADJ
crl-26857	200	13	model	model	NOUN
crl-26857	200	14	for	for	ADP
crl-26857	200	15	research	research	NOUN
crl-26857	200	16	and	and	CCONJ
crl-26857	200	17	learning	learn	VERB
crl-26857	200	18	among	among	ADP
crl-26857	200	19	graduate	graduate	NOUN
crl-26857	200	20	students	student	NOUN
crl-26857	200	21	and	and	CCONJ
crl-26857	200	22	librarians	librarian	NOUN
crl-26857	200	23	.	.	PUNCT
crl-26857	201	1	acknowledgements	acknowledgement	NOUN
crl-26857	201	2	the	the	DET
crl-26857	201	3	authors	author	NOUN
crl-26857	201	4	would	would	AUX
crl-26857	201	5	like	like	VERB
crl-26857	201	6	to	to	PART
crl-26857	201	7	gratefully	gratefully	VERB
crl-26857	201	8	acknowledge	acknowledge	VERB
crl-26857	201	9	the	the	DET
crl-26857	201	10	many	many	ADJ
crl-26857	201	11	contributions	contribution	NOUN
crl-26857	201	12	of	of	ADP
crl-26857	201	13	our	our	PRON
crl-26857	201	14	university	university	PROPN
crl-26857	201	15	of	of	ADP
crl-26857	201	16	arizona	arizona	PROPN
crl-26857	201	17	libraries	librarie	VERB
crl-26857	201	18	colleagues	colleague	NOUN
crl-26857	201	19	to	to	ADP
crl-26857	201	20	the	the	DET
crl-26857	201	21	successful	successful	ADJ
crl-26857	201	22	development	development	NOUN
crl-26857	201	23	of	of	ADP
crl-26857	201	24	the	the	DET
crl-26857	201	25	ds2f	ds2f	PROPN
crl-26857	201	26	program	program	NOUN
crl-26857	201	27	.	.	PUNCT
crl-26857	202	1	special	special	ADJ
crl-26857	202	2	thanks	thank	NOUN
crl-26857	202	3	to	to	ADP
crl-26857	202	4	jennifer	jennifer	PROPN
crl-26857	202	5	nichols	nichols	PROPN
crl-26857	202	6	and	and	CCONJ
crl-26857	202	7	jennifer	jennifer	PROPN
crl-26857	202	8	church	church	PROPN
crl-26857	202	9	-	-	PUNCT
crl-26857	202	10	duran	duran	NOUN
crl-26857	202	11	for	for	ADP
crl-26857	202	12	their	their	PRON
crl-26857	202	13	support	support	NOUN
crl-26857	202	14	during	during	ADP
crl-26857	202	15	the	the	DET
crl-26857	202	16	initial	initial	ADJ
crl-26857	202	17	program	program	NOUN
crl-26857	202	18	development	development	NOUN
crl-26857	202	19	and	and	CCONJ
crl-26857	202	20	to	to	ADP
crl-26857	202	21	cheryl	cheryl	PROPN
crl-26857	202	22	casey	casey	PROPN
crl-26857	202	23	,	,	PUNCT
crl-26857	202	24	tina	tina	PROPN
crl-26857	202	25	johnson	johnson	PROPN
crl-26857	202	26	,	,	PUNCT
crl-26857	202	27	jim	jim	PROPN
crl-26857	202	28	martin	martin	PROPN
crl-26857	202	29	,	,	PUNCT
crl-26857	202	30	yvonne	yvonne	PROPN
crl-26857	202	31	mery	mery	PROPN
crl-26857	202	32	,	,	PUNCT
crl-26857	202	33	leslie	leslie	PROPN
crl-26857	202	34	sult	sult	PROPN
crl-26857	202	35	for	for	ADP
crl-26857	202	36	their	their	PRON
crl-26857	202	37	many	many	ADJ
crl-26857	202	38	contributions	contribution	NOUN
crl-26857	202	39	to	to	ADP
crl-26857	202	40	program	program	NOUN
crl-26857	202	41	instruction	instruction	NOUN
crl-26857	202	42	and	and	CCONJ
crl-26857	202	43	coordination	coordination	NOUN
crl-26857	202	44	.	.	PUNCT
crl-26857	203	1	the	the	DET
crl-26857	203	2	authors	author	NOUN
crl-26857	203	3	would	would	AUX
crl-26857	203	4	also	also	ADV
crl-26857	203	5	like	like	VERB
crl-26857	203	6	to	to	PART
crl-26857	203	7	express	express	VERB
crl-26857	203	8	gratitude	gratitude	NOUN
crl-26857	203	9	to	to	ADP
crl-26857	203	10	the	the	DET
crl-26857	203	11	ds2f	ds2f	PROPN
crl-26857	203	12	fellows	fellow	NOUN
crl-26857	203	13	named	name	VERB
crl-26857	203	14	in	in	ADP
crl-26857	203	15	the	the	DET
crl-26857	203	16	article	article	NOUN
crl-26857	203	17	.	.	PUNCT
crl-26857	204	1	we	we	PRON
crl-26857	204	2	learned	learn	VERB
crl-26857	204	3	so	so	ADV
crl-26857	204	4	much	much	ADV
crl-26857	204	5	from	from	ADP
crl-26857	204	6	each	each	PRON
crl-26857	204	7	of	of	ADP
crl-26857	204	8	you	you	PRON
crl-26857	204	9	.	.	PUNCT
crl-26857	205	1	finally	finally	ADV
crl-26857	205	2	,	,	PUNCT
crl-26857	205	3	the	the	DET
crl-26857	205	4	authors	author	NOUN
crl-26857	205	5	would	would	AUX
crl-26857	205	6	like	like	VERB
crl-26857	205	7	to	to	PART
crl-26857	205	8	thank	thank	VERB
crl-26857	205	9	the	the	DET
crl-26857	205	10	anonymous	anonymous	ADJ
crl-26857	205	11	peer	peer	NOUN
crl-26857	205	12	reviewers	reviewer	NOUN
crl-26857	205	13	for	for	ADP
crl-26857	205	14	their	their	PRON
crl-26857	205	15	feedback	feedback	NOUN
crl-26857	205	16	in	in	ADP
crl-26857	205	17	bringing	bring	VERB
crl-26857	205	18	this	this	DET
crl-26857	205	19	manuscript	manuscript	NOUN
crl-26857	205	20	to	to	ADP
crl-26857	205	21	publication	publication	NOUN
crl-26857	205	22	.	.	PUNCT
crl-26857	206	1	references	reference	NOUN
crl-26857	206	2	baker	baker	PROPN
crl-26857	206	3	,	,	PUNCT
crl-26857	206	4	j.	j.	PROPN
crl-26857	206	5	,	,	PUNCT
crl-26857	206	6	moore	moore	PROPN
crl-26857	206	7	,	,	PUNCT
crl-26857	206	8	c.	c.	PROPN
crl-26857	206	9	,	,	PUNCT
crl-26857	206	10	priego	priego	NOUN
crl-26857	206	11	,	,	PUNCT
crl-26857	206	12	e.	e.	PROPN
crl-26857	206	13	,	,	PUNCT
crl-26857	206	14	alegre	alegre	PROPN
crl-26857	206	15	,	,	PUNCT
crl-26857	206	16	r.	r.	PROPN
crl-26857	206	17	,	,	PUNCT
crl-26857	206	18	cope	cope	VERB
crl-26857	206	19	,	,	PUNCT
crl-26857	206	20	j.	j.	PROPN
crl-26857	206	21	,	,	PUNCT
crl-26857	206	22	price	price	NOUN
crl-26857	206	23	,	,	PUNCT
crl-26857	206	24	l.	l.	PROPN
crl-26857	206	25	,	,	PUNCT
crl-26857	206	26	stephens	stephens	PROPN
crl-26857	206	27	,	,	PUNCT
crl-26857	206	28	o.	o.	PROPN
crl-26857	206	29	,	,	PUNCT
crl-26857	206	30	van	van	PROPN
crl-26857	206	31	strien	strien	PROPN
crl-26857	206	32	,	,	PUNCT
crl-26857	206	33	d.	d.	PROPN
crl-26857	206	34	,	,	PUNCT
crl-26857	206	35	&	&	CCONJ
crl-26857	206	36	wilson	wilson	PROPN
crl-26857	206	37	,	,	PUNCT
crl-26857	206	38	g.	g.	PROPN
crl-26857	206	39	(	(	PUNCT
crl-26857	206	40	2016	2016	NUM
crl-26857	206	41	)	)	PUNCT
crl-26857	206	42	.	.	PUNCT
crl-26857	207	1	library	library	PROPN
crl-26857	207	2	carpentry	carpentry	PROPN
crl-26857	207	3	:	:	PUNCT
crl-26857	207	4	software	software	NOUN
crl-26857	207	5	skills	skill	VERB
crl-26857	207	6	training	training	NOUN
crl-26857	207	7	for	for	ADP
crl-26857	207	8	library	library	NOUN
crl-26857	207	9	professionals	professional	NOUN
crl-26857	207	10	.	.	PUNCT
crl-26857	208	1	liber	liber	PROPN
crl-26857	208	2	quarterly	quarterly	PROPN
crl-26857	208	3	,	,	PUNCT
crl-26857	208	4	26(3	26(3	NUM
crl-26857	208	5	)	)	PUNCT
crl-26857	208	6	,	,	PUNCT
crl-26857	208	7	141–162	141–162	NUM
crl-26857	208	8	.	.	PUNCT
crl-26857	209	1	https://doi.org/10.18352/lq.10176	https://doi.org/10.18352/lq.10176	PROPN
crl-26857	209	2	barone	barone	PROPN
crl-26857	209	3	,	,	PUNCT
crl-26857	209	4	l.	l.	PROPN
crl-26857	209	5	,	,	PUNCT
crl-26857	209	6	williams	williams	PROPN
crl-26857	209	7	,	,	PUNCT
crl-26857	209	8	j.	j.	PROPN
crl-26857	209	9	,	,	PUNCT
crl-26857	209	10	&	&	CCONJ
crl-26857	209	11	micklos	micklos	PROPN
crl-26857	209	12	,	,	PUNCT
crl-26857	209	13	d.	d.	PROPN
crl-26857	209	14	(	(	PUNCT
crl-26857	209	15	2017	2017	NUM
crl-26857	209	16	)	)	PUNCT
crl-26857	209	17	.	.	PUNCT
crl-26857	210	1	unmet	unmet	NOUN
crl-26857	210	2	needs	need	VERB
crl-26857	210	3	for	for	ADP
crl-26857	210	4	analyzing	analyze	VERB
crl-26857	210	5	biological	biological	ADJ
crl-26857	210	6	big	big	ADJ
crl-26857	210	7	data	datum	NOUN
crl-26857	210	8	:	:	PUNCT
crl-26857	210	9	a	a	DET
crl-26857	210	10	survey	survey	NOUN
crl-26857	210	11	of	of	ADP
crl-26857	210	12	704	704	NUM
crl-26857	210	13	nsf	nsf	ADJ
crl-26857	210	14	principal	principal	ADJ
crl-26857	210	15	investigators	investigator	NOUN
crl-26857	210	16	.	.	PUNCT
crl-26857	211	1	plos	plos	PROPN
crl-26857	211	2	computational	computational	ADJ
crl-26857	211	3	biology	biology	NOUN
crl-26857	211	4	,	,	PUNCT
crl-26857	211	5	13(10	13(10	NUM
crl-26857	211	6	)	)	PUNCT
crl-26857	211	7	,	,	PUNCT
crl-26857	211	8	e1005755	e1005755	PROPN
crl-26857	211	9	.	.	PROPN
crl-26857	211	10	https://doi.org/10.1371/journal	https://doi.org/10.1371/journal	ADJ
crl-26857	211	11	.	.	PUNCT
crl-26857	212	1	pcbi.1005755	pcbi.1005755	NOUN
crl-26857	212	2	bergamin	bergamin	NOUN
crl-26857	212	3	,	,	PUNCT
crl-26857	212	4	p.	p.	PROPN
crl-26857	212	5	b.	b.	PROPN
crl-26857	212	6	,	,	PUNCT
crl-26857	212	7	bosch	bosch	PROPN
crl-26857	212	8	,	,	PUNCT
crl-26857	212	9	c.	c.	PROPN
crl-26857	212	10	,	,	PUNCT
crl-26857	212	11	du	du	PROPN
crl-26857	212	12	toit	toit	X
crl-26857	212	13	,	,	PUNCT
crl-26857	212	14	a.	a.	NOUN
crl-26857	212	15	,	,	PUNCT
crl-26857	212	16	goede	goede	PROPN
crl-26857	212	17	,	,	PUNCT
crl-26857	212	18	r.	r.	PROPN
crl-26857	212	19	,	,	PUNCT
crl-26857	212	20	golightly	golightly	ADV
crl-26857	212	21	,	,	PUNCT
crl-26857	212	22	a.	a.	PROPN
crl-26857	212	23	,	,	PUNCT
crl-26857	212	24	johnson	johnson	PROPN
crl-26857	212	25	,	,	PUNCT
crl-26857	212	26	d.	d.	PROPN
crl-26857	212	27	w.	w.	PROPN
crl-26857	212	28	,	,	PUNCT
crl-26857	212	29	johnson	johnson	PROPN
crl-26857	212	30	,	,	PUNCT
crl-26857	212	31	r.	r.	PROPN
crl-26857	212	32	t.	t.	PROPN
crl-26857	212	33	,	,	PUNCT
crl-26857	212	34	kruger	kruger	PROPN
crl-26857	212	35	,	,	PUNCT
crl-26857	212	36	c.	c.	PROPN
crl-26857	212	37	,	,	PUNCT
crl-26857	212	38	laubscher	laubscher	PROPN
crl-26857	212	39	,	,	PUNCT
crl-26857	212	40	d.	d.	PROPN
crl-26857	212	41	,	,	PUNCT
crl-26857	212	42	lubbe	lubbe	X
crl-26857	212	43	,	,	PUNCT
crl-26857	212	44	a.	a.	NOUN
crl-26857	212	45	,	,	PUNCT
crl-26857	212	46	olivier	olivier	PROPN
crl-26857	212	47	,	,	PUNCT
crl-26857	212	48	j.	j.	PROPN
crl-26857	212	49	,	,	PUNCT
crl-26857	212	50	van	van	PROPN
crl-26857	212	51	der	der	PROPN
crl-26857	212	52	westhuizen	westhuizen	NOUN
crl-26857	212	53	,	,	PUNCT
crl-26857	212	54	c.	c.	PROPN
crl-26857	212	55	,	,	PUNCT
crl-26857	212	56	&	&	CCONJ
crl-26857	212	57	van	van	PROPN
crl-26857	212	58	zyl	zyl	PROPN
crl-26857	212	59	,	,	PUNCT
crl-26857	212	60	s.	s.	PROPN
crl-26857	212	61	(	(	PUNCT
crl-26857	212	62	2019	2019	NUM
crl-26857	212	63	)	)	PUNCT
crl-26857	212	64	.	.	PUNCT
crl-26857	213	1	self	self	NOUN
crl-26857	213	2	-	-	PUNCT
crl-26857	213	3	directed	direct	VERB
crl-26857	213	4	learning	learning	NOUN
crl-26857	213	5	for	for	ADP
crl-26857	213	6	the	the	DET
crl-26857	213	7	21st	21st	ADJ
crl-26857	213	8	century	century	NOUN
crl-26857	213	9	:	:	PUNCT
crl-26857	213	10	implications	implication	NOUN
crl-26857	213	11	for	for	ADP
crl-26857	213	12	higher	high	ADJ
crl-26857	213	13	education	education	NOUN
crl-26857	213	14	(	(	PUNCT
crl-26857	213	15	r.	r.	PROPN
crl-26857	213	16	bailey	bailey	PROPN
crl-26857	213	17	,	,	PUNCT
crl-26857	213	18	j.	j.	PROPN
crl-26857	213	19	de	de	PROPN
crl-26857	213	20	beer	beer	PROPN
crl-26857	213	21	,	,	PUNCT
crl-26857	213	22	&	&	CCONJ
crl-26857	213	23	e.	e.	PROPN
crl-26857	213	24	mentz	mentz	PROPN
crl-26857	213	25	,	,	PUNCT
crl-26857	213	26	eds	eds	PROPN
crl-26857	213	27	.	.	PUNCT
crl-26857	213	28	;	;	PUNCT
crl-26857	213	29	vol	vol	NOUN
crl-26857	213	30	.	.	NOUN
crl-26857	213	31	1	1	NUM
crl-26857	213	32	)	)	PUNCT
crl-26857	213	33	.	.	PUNCT
crl-26857	214	1	aosis	aosis	NOUN
crl-26857	214	2	.	.	PUNCT
crl-26857	215	1	https://doi	https://doi	X
crl-26857	215	2	.	.	PUNCT
crl-26857	215	3	org/10.4102	org/10.4102	ADP
crl-26857	215	4	/	/	SYM
crl-26857	215	5	aosis.2019.bk134	aosis.2019.bk134	X
crl-26857	215	6	bobkowski	bobkowski	NOUN
crl-26857	215	7	,	,	PUNCT
crl-26857	215	8	p.	p.	PROPN
crl-26857	215	9	s.	s.	PROPN
crl-26857	215	10	,	,	PUNCT
crl-26857	215	11	&	&	CCONJ
crl-26857	215	12	etheridge	etheridge	PROPN
crl-26857	215	13	,	,	PUNCT
crl-26857	215	14	c.	c.	PROPN
crl-26857	215	15	e.	e.	PROPN
crl-26857	215	16	(	(	PUNCT
crl-26857	215	17	2023	2023	NUM
crl-26857	215	18	)	)	PUNCT
crl-26857	215	19	.	.	PUNCT
crl-26857	216	1	spreadsheets	spreadsheet	NOUN
crl-26857	216	2	,	,	PUNCT
crl-26857	216	3	software	software	NOUN
crl-26857	216	4	,	,	PUNCT
crl-26857	216	5	storytelling	storytelling	NOUN
crl-26857	216	6	,	,	PUNCT
crl-26857	216	7	visualization	visualization	NOUN
crl-26857	216	8	,	,	PUNCT
crl-26857	216	9	lifelong	lifelong	ADJ
crl-26857	216	10	learning	learning	NOUN
crl-26857	216	11	:	:	PUNCT
crl-26857	216	12	essential	essential	ADJ
crl-26857	216	13	data	data	NOUN
crl-26857	216	14	skills	skill	NOUN
crl-26857	216	15	for	for	ADP
crl-26857	216	16	journalism	journalism	NOUN
crl-26857	216	17	and	and	CCONJ
crl-26857	216	18	strategic	strategic	ADJ
crl-26857	216	19	communication	communication	NOUN
crl-26857	216	20	students	student	NOUN
crl-26857	216	21	.	.	PUNCT
crl-26857	217	1	science	science	NOUN
crl-26857	217	2	communication	communication	NOUN
crl-26857	217	3	,	,	PUNCT
crl-26857	217	4	45(1	45(1	NOUN
crl-26857	217	5	)	)	PUNCT
crl-26857	217	6	,	,	PUNCT
crl-26857	218	1	95–116	95–116	PROPN
crl-26857	218	2	.	.	PUNCT
crl-26857	218	3	https://doi.org/10.1177/10755470221147887	https://doi.org/10.1177/10755470221147887	PROPN
crl-26857	218	4	boyer	boyer	PROPN
crl-26857	218	5	,	,	PUNCT
crl-26857	218	6	s.	s.	PROPN
crl-26857	218	7	l.	l.	PROPN
crl-26857	218	8	,	,	PUNCT
crl-26857	218	9	edmondson	edmondson	PROPN
crl-26857	218	10	,	,	PUNCT
crl-26857	218	11	d.	d.	PROPN
crl-26857	218	12	r.	r.	PROPN
crl-26857	218	13	,	,	PUNCT
crl-26857	218	14	artis	artis	PROPN
crl-26857	218	15	,	,	PUNCT
crl-26857	218	16	a.	a.	PROPN
crl-26857	218	17	b.	b.	PROPN
crl-26857	218	18	,	,	PUNCT
crl-26857	218	19	&	&	CCONJ
crl-26857	218	20	fleming	fleming	PROPN
crl-26857	218	21	,	,	PUNCT
crl-26857	218	22	d.	d.	PROPN
crl-26857	218	23	(	(	PUNCT
crl-26857	218	24	2014	2014	NUM
crl-26857	218	25	)	)	PUNCT
crl-26857	218	26	.	.	PUNCT
crl-26857	219	1	self	self	NOUN
crl-26857	219	2	-	-	PUNCT
crl-26857	219	3	directed	direct	VERB
crl-26857	219	4	learning	learning	NOUN
crl-26857	219	5	:	:	PUNCT
crl-26857	219	6	a	a	DET
crl-26857	219	7	tool	tool	NOUN
crl-26857	219	8	for	for	ADP
crl-26857	219	9	lifelong	lifelong	ADJ
crl-26857	219	10	learning	learning	NOUN
crl-26857	219	11	.	.	PUNCT
crl-26857	220	1	journal	journal	NOUN
crl-26857	220	2	of	of	ADP
crl-26857	220	3	marketing	marketing	NOUN
crl-26857	220	4	education	education	NOUN
crl-26857	220	5	,	,	PUNCT
crl-26857	220	6	36(1	36(1	NUM
crl-26857	220	7	)	)	PUNCT
crl-26857	220	8	,	,	PUNCT
crl-26857	220	9	20–32	20–32	NUM
crl-26857	220	10	.	.	PUNCT
crl-26857	221	1	https://doi.org/10.1177/0273475313494010	https://doi.org/10.1177/0273475313494010	PROPN
crl-26857	221	2	bradforth	bradforth	NOUN
crl-26857	221	3	,	,	PUNCT
crl-26857	221	4	s.	s.	PROPN
crl-26857	221	5	e.	e.	PROPN
crl-26857	221	6	,	,	PUNCT
crl-26857	221	7	miller	miller	PROPN
crl-26857	221	8	,	,	PUNCT
crl-26857	221	9	e.	e.	PROPN
crl-26857	221	10	r.	r.	PROPN
crl-26857	221	11	,	,	PUNCT
crl-26857	221	12	dichtel	dichtel	PROPN
crl-26857	221	13	,	,	PUNCT
crl-26857	221	14	w.	w.	PROPN
crl-26857	221	15	r.	r.	PROPN
crl-26857	221	16	,	,	PUNCT
crl-26857	221	17	leibovich	leibovich	PROPN
crl-26857	221	18	,	,	PUNCT
crl-26857	221	19	a.	a.	PROPN
crl-26857	221	20	k.	k.	PROPN
crl-26857	221	21	,	,	PUNCT
crl-26857	221	22	feig	feig	PROPN
crl-26857	221	23	,	,	PUNCT
crl-26857	221	24	a.	a.	PROPN
crl-26857	221	25	l.	l.	PROPN
crl-26857	221	26	,	,	PUNCT
crl-26857	221	27	martin	martin	PROPN
crl-26857	221	28	,	,	PUNCT
crl-26857	221	29	j.	j.	PROPN
crl-26857	221	30	d.	d.	PROPN
crl-26857	221	31	,	,	PUNCT
crl-26857	221	32	bjorkman	bjorkman	PROPN
crl-26857	221	33	,	,	PUNCT
crl-26857	221	34	k.	k.	PROPN
crl-26857	221	35	s.	s.	PROPN
crl-26857	221	36	,	,	PUNCT
crl-26857	221	37	schultz	schultz	PROPN
crl-26857	221	38	,	,	PUNCT
crl-26857	221	39	z.	z.	PROPN
crl-26857	221	40	d.	d.	PROPN
crl-26857	221	41	,	,	PUNCT
crl-26857	221	42	&	&	CCONJ
crl-26857	221	43	smith	smith	PROPN
crl-26857	221	44	,	,	PUNCT
crl-26857	221	45	t.	t.	PROPN
crl-26857	221	46	l.	l.	PROPN
crl-26857	221	47	(	(	PUNCT
crl-26857	221	48	2015	2015	NUM
crl-26857	221	49	)	)	PUNCT
crl-26857	221	50	.	.	PUNCT
crl-26857	222	1	university	university	NOUN
crl-26857	222	2	learning	learning	NOUN
crl-26857	222	3	:	:	PUNCT
crl-26857	222	4	improve	improve	VERB
crl-26857	222	5	undergraduate	undergraduate	ADJ
crl-26857	222	6	science	science	NOUN
crl-26857	222	7	education	education	NOUN
crl-26857	222	8	.	.	PUNCT
crl-26857	223	1	nature	nature	NOUN
crl-26857	223	2	,	,	PUNCT
crl-26857	223	3	523(7560	523(7560	NUM
crl-26857	223	4	)	)	PUNCT
crl-26857	223	5	,	,	PUNCT
crl-26857	223	6	282–284	282–284	NUM
crl-26857	223	7	.	.	PUNCT
crl-26857	224	1	https://doi.org/10.1038/523282a	https://doi.org/10.1038/523282a	PROPN
crl-26857	224	2	brown	brown	PROPN
crl-26857	224	3	,	,	PUNCT
crl-26857	224	4	n.	n.	PROPN
crl-26857	224	5	c.	c.	PROPN
crl-26857	224	6	c.	c.	PROPN
crl-26857	224	7	,	,	PUNCT
crl-26857	224	8	&	&	CCONJ
crl-26857	224	9	wilson	wilson	PROPN
crl-26857	224	10	,	,	PUNCT
crl-26857	224	11	g.	g.	PROPN
crl-26857	224	12	(	(	PUNCT
crl-26857	224	13	2018	2018	NUM
crl-26857	224	14	)	)	PUNCT
crl-26857	224	15	.	.	PUNCT
crl-26857	225	1	ten	ten	NUM
crl-26857	225	2	quick	quick	ADJ
crl-26857	225	3	tips	tip	NOUN
crl-26857	225	4	for	for	ADP
crl-26857	225	5	teaching	teaching	NOUN
crl-26857	225	6	programming	programming	NOUN
crl-26857	225	7	.	.	PUNCT
crl-26857	226	1	plos	plos	PROPN
crl-26857	226	2	computational	computational	ADJ
crl-26857	226	3	biology	biology	NOUN
crl-26857	226	4	,	,	PUNCT
crl-26857	226	5	14(4	14(4	NUM
crl-26857	226	6	)	)	PUNCT
crl-26857	226	7	,	,	PUNCT
crl-26857	226	8	e1006023	e1006023	X
crl-26857	226	9	.	.	PUNCT
crl-26857	227	1	https://doi.org/10.1371/journal.pcbi.1006023	https://doi.org/10.1371/journal.pcbi.1006023	PROPN
crl-26857	227	2	davenport	davenport	PROPN
crl-26857	227	3	,	,	PUNCT
crl-26857	227	4	j.	j.	PROPN
crl-26857	227	5	h.	h.	PROPN
crl-26857	227	6	,	,	PUNCT
crl-26857	227	7	crick	crick	PROPN
crl-26857	227	8	,	,	PUNCT
crl-26857	227	9	t.	t.	PROPN
crl-26857	227	10	,	,	PUNCT
crl-26857	227	11	hayes	hayes	PROPN
crl-26857	227	12	,	,	PUNCT
crl-26857	227	13	a.	a.	PROPN
crl-26857	227	14	,	,	PUNCT
crl-26857	227	15	&	&	CCONJ
crl-26857	227	16	hourizi	hourizi	PROPN
crl-26857	227	17	,	,	PUNCT
crl-26857	227	18	r.	r.	PROPN
crl-26857	227	19	(	(	PUNCT
crl-26857	227	20	2019	2019	NUM
crl-26857	227	21	)	)	PUNCT
crl-26857	227	22	.	.	PUNCT
crl-26857	228	1	the	the	DET
crl-26857	228	2	institute	institute	NOUN
crl-26857	228	3	of	of	ADP
crl-26857	228	4	coding	code	VERB
crl-26857	228	5	:	:	PUNCT
crl-26857	228	6	addressing	address	VERB
crl-26857	228	7	the	the	DET
crl-26857	228	8	uk	uk	PROPN
crl-26857	228	9	digital	digital	ADJ
crl-26857	228	10	skills	skill	NOUN
crl-26857	228	11	crisis	crisis	NOUN
crl-26857	228	12	.	.	PUNCT
crl-26857	229	1	proceedings	proceeding	NOUN
crl-26857	229	2	of	of	ADP
crl-26857	229	3	the	the	DET
crl-26857	229	4	3rd	3rd	ADJ
crl-26857	229	5	conference	conference	NOUN
crl-26857	229	6	on	on	ADP
crl-26857	229	7	computing	compute	VERB
crl-26857	229	8	education	education	NOUN
crl-26857	229	9	practice	practice	NOUN
crl-26857	229	10	cep	cep	VERB
crl-26857	229	11	’	'	PUNCT
crl-26857	229	12	19	19	NUM
crl-26857	229	13	,	,	PUNCT
crl-26857	229	14	1–4	1–4	NUM
crl-26857	229	15	.	.	PUNCT
crl-26857	230	1	https://doi	https://doi	PROPN
crl-26857	230	2	.	.	PUNCT
crl-26857	230	3	org/10.1145/3294016.3298736	org/10.1145/3294016.3298736	PROPN
crl-26857	230	4	duran	duran	PROPN
crl-26857	230	5	,	,	PUNCT
crl-26857	230	6	d.	d.	PROPN
crl-26857	230	7	(	(	PUNCT
crl-26857	230	8	2017	2017	NUM
crl-26857	230	9	)	)	PUNCT
crl-26857	230	10	.	.	PUNCT
crl-26857	231	1	learning	learn	VERB
crl-26857	231	2	-	-	PUNCT
crl-26857	231	3	by	by	ADP
crl-26857	231	4	-	-	PUNCT
crl-26857	231	5	teaching	teaching	NOUN
crl-26857	231	6	.	.	PUNCT
crl-26857	231	7	evidence	evidence	NOUN
crl-26857	231	8	and	and	CCONJ
crl-26857	231	9	implications	implication	NOUN
crl-26857	231	10	as	as	ADP
crl-26857	231	11	a	a	DET
crl-26857	231	12	pedagogical	pedagogical	ADJ
crl-26857	231	13	mechanism	mechanism	NOUN
crl-26857	231	14	.	.	PUNCT
crl-26857	232	1	innovations	innovation	NOUN
crl-26857	232	2	in	in	ADP
crl-26857	232	3	education	education	NOUN
crl-26857	232	4	and	and	CCONJ
crl-26857	232	5	teaching	teaching	NOUN
crl-26857	232	6	international	international	ADJ
crl-26857	232	7	,	,	PUNCT
crl-26857	232	8	54(5	54(5	NUM
crl-26857	232	9	)	)	PUNCT
crl-26857	232	10	,	,	PUNCT
crl-26857	232	11	476–484	476–484	NUM
crl-26857	232	12	.	.	PUNCT
crl-26857	233	1	https://doi.org/10.1080/14703297.2016.1156011	https://doi.org/10.1080/14703297.2016.1156011	PROPN
crl-26857	233	2	federer	federer	PROPN
crl-26857	233	3	,	,	PUNCT
crl-26857	233	4	l.	l.	PROPN
crl-26857	233	5	m.	m.	PROPN
crl-26857	233	6	,	,	PUNCT
crl-26857	233	7	lu	lu	PROPN
crl-26857	233	8	,	,	PUNCT
crl-26857	233	9	y.-l	y.-l	NOUN
crl-26857	233	10	.	.	PUNCT
crl-26857	233	11	,	,	PUNCT
crl-26857	233	12	&	&	CCONJ
crl-26857	233	13	joubert	joubert	PROPN
crl-26857	233	14	,	,	PUNCT
crl-26857	233	15	d.	d.	PROPN
crl-26857	233	16	j.	j.	PROPN
crl-26857	233	17	(	(	PUNCT
crl-26857	233	18	2016	2016	NUM
crl-26857	233	19	)	)	PUNCT
crl-26857	233	20	.	.	PUNCT
crl-26857	234	1	data	datum	NOUN
crl-26857	234	2	literacy	literacy	NOUN
crl-26857	234	3	training	training	NOUN
crl-26857	234	4	needs	need	NOUN
crl-26857	234	5	of	of	ADP
crl-26857	234	6	biomedical	biomedical	ADJ
crl-26857	234	7	researchers	researcher	NOUN
crl-26857	234	8	.	.	PUNCT
crl-26857	235	1	journal	journal	NOUN
crl-26857	235	2	of	of	ADP
crl-26857	235	3	the	the	DET
crl-26857	235	4	medical	medical	PROPN
crl-26857	235	5	library	library	PROPN
crl-26857	235	6	association	association	PROPN
crl-26857	235	7	:	:	PUNCT
crl-26857	235	8	jmla	jmla	NOUN
crl-26857	235	9	,	,	PUNCT
crl-26857	235	10	104(1	104(1	NUM
crl-26857	235	11	)	)	PUNCT
crl-26857	235	12	,	,	PUNCT
crl-26857	235	13	52–57	52–57	NUM
crl-26857	235	14	.	.	PUNCT
crl-26857	236	1	https://doi.org/10.3163/1536-5050.104.1.008	https://doi.org/10.3163/1536-5050.104.1.008	NOUN
crl-26857	236	2	feldon	feldon	PROPN
crl-26857	236	3	,	,	PUNCT
crl-26857	236	4	d.	d.	PROPN
crl-26857	236	5	f.	f.	PROPN
crl-26857	236	6	,	,	PUNCT
crl-26857	236	7	jeong	jeong	PROPN
crl-26857	236	8	,	,	PUNCT
crl-26857	236	9	s.	s.	PROPN
crl-26857	236	10	,	,	PUNCT
crl-26857	236	11	peugh	peugh	PROPN
crl-26857	236	12	,	,	PUNCT
crl-26857	236	13	j.	j.	PROPN
crl-26857	236	14	,	,	PUNCT
crl-26857	236	15	roksa	roksa	PROPN
crl-26857	236	16	,	,	PUNCT
crl-26857	236	17	j.	j.	PROPN
crl-26857	236	18	,	,	PUNCT
crl-26857	236	19	maahs	maah	NOUN
crl-26857	236	20	-	-	PUNCT
crl-26857	236	21	fladung	fladung	VERB
crl-26857	236	22	,	,	PUNCT
crl-26857	236	23	c.	c.	PROPN
crl-26857	236	24	,	,	PUNCT
crl-26857	236	25	shenoy	shenoy	NOUN
crl-26857	236	26	,	,	PUNCT
crl-26857	236	27	a.	a.	PROPN
crl-26857	236	28	,	,	PUNCT
crl-26857	236	29	&	&	CCONJ
crl-26857	236	30	oliva	oliva	PROPN
crl-26857	236	31	,	,	PUNCT
crl-26857	236	32	m.	m.	NOUN
crl-26857	236	33	(	(	PUNCT
crl-26857	236	34	2017	2017	NUM
crl-26857	236	35	)	)	PUNCT
crl-26857	236	36	.	.	PUNCT
crl-26857	237	1	null	null	ADJ
crl-26857	237	2	effects	effect	NOUN
crl-26857	237	3	of	of	ADP
crl-26857	237	4	boot	boot	NOUN
crl-26857	237	5	camps	camp	NOUN
crl-26857	237	6	and	and	CCONJ
crl-26857	237	7	short	short	ADJ
crl-26857	237	8	-	-	PUNCT
crl-26857	237	9	format	format	NOUN
crl-26857	237	10	training	training	NOUN
crl-26857	237	11	for	for	ADP
crl-26857	237	12	phd	phd	NOUN
crl-26857	237	13	students	student	NOUN
crl-26857	237	14	in	in	ADP
crl-26857	237	15	life	life	NOUN
crl-26857	237	16	sciences	science	NOUN
crl-26857	237	17	.	.	PUNCT
crl-26857	238	1	proceedings	proceeding	NOUN
crl-26857	238	2	of	of	ADP
crl-26857	238	3	the	the	DET
crl-26857	238	4	national	national	PROPN
crl-26857	238	5	academy	academy	PROPN
crl-26857	238	6	of	of	ADP
crl-26857	238	7	sciences	sciences	PROPN
crl-26857	238	8	,	,	PUNCT
crl-26857	238	9	114(37	114(37	NUM
crl-26857	238	10	)	)	PUNCT
crl-26857	238	11	,	,	PUNCT
crl-26857	238	12	9854–9858	9854–9858	NUM
crl-26857	238	13	.	.	PUNCT
crl-26857	238	14	https://doi.org/10.1073/pnas.1705783114	https://doi.org/10.1073/pnas.1705783114	PROPN
crl-26857	238	15	feng	feng	PROPN
crl-26857	238	16	,	,	PUNCT
crl-26857	238	17	x.	x.	PROPN
crl-26857	238	18	,	,	PUNCT
crl-26857	238	19	qiao	qiao	PROPN
crl-26857	238	20	,	,	PUNCT
crl-26857	238	21	h.	h.	PROPN
crl-26857	238	22	,	,	PUNCT
crl-26857	238	23	&	&	CCONJ
crl-26857	238	24	enquist	enquist	PROPN
crl-26857	238	25	,	,	PUNCT
crl-26857	238	26	b.	b.	PROPN
crl-26857	238	27	j.	j.	PROPN
crl-26857	238	28	(	(	PUNCT
crl-26857	238	29	2020	2020	NUM
crl-26857	238	30	)	)	PUNCT
crl-26857	238	31	.	.	PUNCT
crl-26857	239	1	doubling	double	VERB
crl-26857	239	2	demands	demand	NOUN
crl-26857	239	3	in	in	ADP
crl-26857	239	4	programming	programming	NOUN
crl-26857	239	5	skills	skill	NOUN
crl-26857	239	6	call	call	NOUN
crl-26857	239	7	for	for	ADP
crl-26857	239	8	ecoinformatics	ecoinformatics	ADJ
crl-26857	239	9	education	education	NOUN
crl-26857	239	10	.	.	PUNCT
crl-26857	240	1	frontiers	frontier	NOUN
crl-26857	240	2	in	in	ADP
crl-26857	240	3	ecology	ecology	NOUN
crl-26857	240	4	and	and	CCONJ
crl-26857	240	5	the	the	DET
crl-26857	240	6	environment	environment	NOUN
crl-26857	240	7	,	,	PUNCT
crl-26857	240	8	18(3	18(3	NUM
crl-26857	240	9	)	)	PUNCT
crl-26857	240	10	,	,	PUNCT
crl-26857	240	11	123–124	123–124	NUM
crl-26857	240	12	.	.	PUNCT
crl-26857	241	1	https://doi.org/10.1002/fee.2179	https://doi.org/10.1002/fee.2179	NOUN
crl-26857	241	2	https://doi.org/10.18352/lq.10176	https://doi.org/10.18352/lq.10176	PRON
crl-26857	241	3	https://doi.org/10.1371/journal.pcbi.1005755	https://doi.org/10.1371/journal.pcbi.1005755	VERB
crl-26857	241	4	https://doi.org/10.1371/journal.pcbi.1005755	https://doi.org/10.1371/journal.pcbi.1005755	ADJ
crl-26857	241	5	https://doi.org/10.4102/aosis.2019.bk134	https://doi.org/10.4102/aosis.2019.bk134	CCONJ
crl-26857	241	6	https://doi.org/10.4102/aosis.2019.bk134	https://doi.org/10.4102/aosis.2019.bk134	ADJ
crl-26857	241	7	https://doi.org/10.1177/10755470221147887	https://doi.org/10.1177/10755470221147887	ADJ
crl-26857	241	8	https://doi.org/10.1177/0273475313494010	https://doi.org/10.1177/0273475313494010	NOUN
crl-26857	241	9	https://doi.org/10.1038/523282a	https://doi.org/10.1038/523282a	PROPN
crl-26857	241	10	https://doi.org/10.1371/journal.pcbi.1006023	https://doi.org/10.1371/journal.pcbi.1006023	PROPN
crl-26857	241	11	https://doi.org/10.1145/3294016.3298736	https://doi.org/10.1145/3294016.3298736	ADJ
crl-26857	241	12	https://doi.org/10.1145/3294016.3298736	https://doi.org/10.1145/3294016.3298736	NOUN
crl-26857	241	13	https://doi.org/10.1080/14703297.2016.1156011	https://doi.org/10.1080/14703297.2016.1156011	PROPN
crl-26857	241	14	https://doi.org/10.3163/1536-5050.104.1.008	https://doi.org/10.3163/1536-5050.104.1.008	NOUN
crl-26857	241	15	https://doi.org/10.1073/pnas.1705783114	https://doi.org/10.1073/pnas.1705783114	NOUN
crl-26857	241	16	https://doi.org/10.1002/fee.2179	https://doi.org/10.1002/fee.2179	NOUN
crl-26857	241	17	the	the	DET
crl-26857	241	18	data	data	NOUN
crl-26857	241	19	science	science	NOUN
crl-26857	241	20	and	and	CCONJ
crl-26857	241	21	digital	digital	ADJ
crl-26857	241	22	scholarship	scholarship	NOUN
crl-26857	241	23	fellowship	fellowship	NOUN
crl-26857	241	24	program	program	NOUN
crl-26857	241	25	(	(	PUNCT
crl-26857	241	26	ds2f	ds2f	PROPN
crl-26857	241	27	)	)	PUNCT
crl-26857	241	28	565	565	NUM
crl-26857	241	29	hannah	hannah	PROPN
crl-26857	241	30	,	,	PUNCT
crl-26857	241	31	m.	m.	NOUN
crl-26857	241	32	,	,	PUNCT
crl-26857	241	33	heyns	heyn	VERB
crl-26857	241	34	,	,	PUNCT
crl-26857	242	1	e.	e.	PROPN
crl-26857	242	2	p.	p.	PROPN
crl-26857	242	3	,	,	PUNCT
crl-26857	242	4	&	&	CCONJ
crl-26857	242	5	mulligan	mulligan	PROPN
crl-26857	242	6	,	,	PUNCT
crl-26857	242	7	r.	r.	PROPN
crl-26857	242	8	(	(	PUNCT
crl-26857	242	9	2020	2020	NUM
crl-26857	242	10	)	)	PUNCT
crl-26857	242	11	.	.	PUNCT
crl-26857	243	1	inclusive	inclusive	ADJ
crl-26857	243	2	infrastructure	infrastructure	NOUN
crl-26857	243	3	:	:	PUNCT
crl-26857	243	4	digital	digital	ADJ
crl-26857	243	5	scholarship	scholarship	NOUN
crl-26857	243	6	centers	center	NOUN
crl-26857	243	7	and	and	CCONJ
crl-26857	243	8	the	the	DET
crl-26857	243	9	academic	academic	ADJ
crl-26857	243	10	library	library	NOUN
crl-26857	243	11	liaison	liaison	NOUN
crl-26857	243	12	.	.	PUNCT
crl-26857	244	1	portal	portal	PROPN
crl-26857	244	2	:	:	PUNCT
crl-26857	244	3	libraries	library	NOUN
crl-26857	244	4	and	and	CCONJ
crl-26857	244	5	the	the	DET
crl-26857	244	6	academy	academy	NOUN
crl-26857	244	7	,	,	PUNCT
crl-26857	244	8	20(4	20(4	NOUN
crl-26857	244	9	)	)	PUNCT
crl-26857	244	10	,	,	PUNCT
crl-26857	244	11	693–714	693–714	NUM
crl-26857	244	12	.	.	PUNCT
crl-26857	245	1	https://doi.org/10.1353/pla.2020.0033	https://doi.org/10.1353/pla.2020.0033	PROPN
crl-26857	245	2	hannay	hannay	PROPN
crl-26857	245	3	,	,	PUNCT
crl-26857	245	4	j.	j.	PROPN
crl-26857	245	5	e.	e.	PROPN
crl-26857	245	6	,	,	PUNCT
crl-26857	245	7	macleod	macleod	PROPN
crl-26857	245	8	,	,	PUNCT
crl-26857	245	9	c.	c.	PROPN
crl-26857	245	10	,	,	PUNCT
crl-26857	245	11	singer	singer	NOUN
crl-26857	245	12	,	,	PUNCT
crl-26857	245	13	j.	j.	PROPN
crl-26857	245	14	,	,	PUNCT
crl-26857	245	15	langtangen	langtangen	PROPN
crl-26857	245	16	,	,	PUNCT
crl-26857	245	17	h.	h.	PROPN
crl-26857	245	18	p.	p.	PROPN
crl-26857	245	19	,	,	PUNCT
crl-26857	245	20	pfahl	pfahl	PROPN
crl-26857	245	21	,	,	PUNCT
crl-26857	245	22	d.	d.	PROPN
crl-26857	245	23	,	,	PUNCT
crl-26857	245	24	&	&	CCONJ
crl-26857	245	25	wilson	wilson	PROPN
crl-26857	245	26	,	,	PUNCT
crl-26857	245	27	g.	g.	PROPN
crl-26857	245	28	(	(	PUNCT
crl-26857	245	29	2009	2009	NUM
crl-26857	245	30	)	)	PUNCT
crl-26857	245	31	.	.	PUNCT
crl-26857	246	1	how	how	SCONJ
crl-26857	246	2	do	do	AUX
crl-26857	246	3	scientists	scientist	NOUN
crl-26857	246	4	develop	develop	VERB
crl-26857	246	5	and	and	CCONJ
crl-26857	246	6	use	use	VERB
crl-26857	246	7	scientific	scientific	ADJ
crl-26857	246	8	software	software	NOUN
crl-26857	246	9	?	?	PUNCT
crl-26857	247	1	2009	2009	NUM
crl-26857	247	2	icse	icse	PROPN
crl-26857	247	3	workshop	workshop	NOUN
crl-26857	247	4	on	on	ADP
crl-26857	247	5	software	software	NOUN
crl-26857	247	6	engineering	engineering	NOUN
crl-26857	247	7	for	for	ADP
crl-26857	247	8	computational	computational	ADJ
crl-26857	247	9	science	science	NOUN
crl-26857	247	10	and	and	CCONJ
crl-26857	247	11	engineering	engineering	NOUN
crl-26857	247	12	,	,	PUNCT
crl-26857	247	13	1–8	1–8	X
crl-26857	247	14	.	.	PUNCT
crl-26857	248	1	https://doi.org/10.1109/secse.2009.5069155	https://doi.org/10.1109/secse.2009.5069155	PROPN
crl-26857	248	2	hepner	hepner	NOUN
crl-26857	248	3	,	,	PUNCT
crl-26857	248	4	s.	s.	PROPN
crl-26857	248	5	l.	l.	PROPN
crl-26857	248	6	,	,	PUNCT
crl-26857	248	7	&	&	CCONJ
crl-26857	248	8	carlson	carlson	PROPN
crl-26857	248	9	,	,	PUNCT
crl-26857	248	10	t.	t.	PROPN
crl-26857	248	11	e.	e.	PROPN
crl-26857	248	12	(	(	PUNCT
crl-26857	248	13	2018	2018	NUM
crl-26857	248	14	)	)	PUNCT
crl-26857	248	15	.	.	PUNCT
crl-26857	249	1	active	active	ADJ
crl-26857	249	2	learning	learning	NOUN
crl-26857	249	3	to	to	PART
crl-26857	249	4	develop	develop	VERB
crl-26857	249	5	key	key	ADJ
crl-26857	249	6	research	research	NOUN
crl-26857	249	7	skills	skill	NOUN
crl-26857	249	8	in	in	ADP
crl-26857	249	9	master	master	NOUN
crl-26857	249	10	’s	’s	PART
crl-26857	249	11	level	level	NOUN
crl-26857	249	12	computer	computer	NOUN
crl-26857	249	13	science	science	NOUN
crl-26857	249	14	coursework	coursework	NOUN
crl-26857	249	15	.	.	PUNCT
crl-26857	250	1	2018	2018	NUM
crl-26857	250	2	ieee	ieee	PROPN
crl-26857	250	3	international	international	ADJ
crl-26857	250	4	conference	conference	NOUN
crl-26857	250	5	on	on	ADP
crl-26857	250	6	teaching	teaching	NOUN
crl-26857	250	7	,	,	PUNCT
crl-26857	250	8	assessment	assessment	NOUN
crl-26857	250	9	,	,	PUNCT
crl-26857	250	10	and	and	CCONJ
crl-26857	250	11	learning	learn	VERB
crl-26857	250	12	for	for	ADP
crl-26857	250	13	engineering	engineering	NOUN
crl-26857	250	14	(	(	PUNCT
crl-26857	250	15	tale	tale	NOUN
crl-26857	250	16	)	)	PUNCT
crl-26857	250	17	,	,	PUNCT
crl-26857	250	18	840–845	840–845	NUM
crl-26857	250	19	.	.	PUNCT
crl-26857	251	1	https://doi.org/10.1109/tale.2018.8615196	https://doi.org/10.1109/tale.2018.8615196	PROPN
crl-26857	251	2	kirschner	kirschner	PROPN
crl-26857	251	3	,	,	PUNCT
crl-26857	251	4	p.	p.	NOUN
crl-26857	251	5	a.	a.	NOUN
crl-26857	251	6	,	,	PUNCT
crl-26857	251	7	sweller	sweller	PROPN
crl-26857	251	8	,	,	PUNCT
crl-26857	251	9	j.	j.	PROPN
crl-26857	251	10	,	,	PUNCT
crl-26857	251	11	&	&	CCONJ
crl-26857	251	12	clark	clark	PROPN
crl-26857	251	13	,	,	PUNCT
crl-26857	251	14	r.	r.	PROPN
crl-26857	251	15	e.	e.	PROPN
crl-26857	251	16	(	(	PUNCT
crl-26857	251	17	2006	2006	NUM
crl-26857	251	18	)	)	PUNCT
crl-26857	251	19	.	.	PUNCT
crl-26857	252	1	why	why	SCONJ
crl-26857	252	2	minimal	minimal	ADJ
crl-26857	252	3	guidance	guidance	NOUN
crl-26857	252	4	during	during	ADP
crl-26857	252	5	instruction	instruction	NOUN
crl-26857	252	6	does	do	AUX
crl-26857	252	7	not	not	PART
crl-26857	252	8	work	work	VERB
crl-26857	252	9	:	:	PUNCT
crl-26857	252	10	an	an	DET
crl-26857	252	11	analysis	analysis	NOUN
crl-26857	252	12	of	of	ADP
crl-26857	252	13	the	the	DET
crl-26857	252	14	failure	failure	NOUN
crl-26857	252	15	of	of	ADP
crl-26857	252	16	constructivist	constructivist	NOUN
crl-26857	252	17	,	,	PUNCT
crl-26857	252	18	discovery	discovery	NOUN
crl-26857	252	19	,	,	PUNCT
crl-26857	252	20	problem	problem	NOUN
crl-26857	252	21	-	-	PUNCT
crl-26857	252	22	based	base	VERB
crl-26857	252	23	,	,	PUNCT
crl-26857	252	24	experiential	experiential	ADJ
crl-26857	252	25	,	,	PUNCT
crl-26857	252	26	and	and	CCONJ
crl-26857	252	27	inquiry	inquiry	NOUN
crl-26857	252	28	-	-	PUNCT
crl-26857	252	29	based	base	VERB
crl-26857	252	30	teaching	teaching	NOUN
crl-26857	252	31	.	.	PUNCT
crl-26857	253	1	educational	educational	ADJ
crl-26857	253	2	psychologist	psychologist	NOUN
crl-26857	253	3	,	,	PUNCT
crl-26857	253	4	41(2	41(2	NUM
crl-26857	253	5	)	)	PUNCT
crl-26857	253	6	,	,	PUNCT
crl-26857	253	7	75–86	75–86	NUM
crl-26857	253	8	.	.	PUNCT
crl-26857	254	1	https://doi.org/10.1207/s15326985ep4102_1	https://doi.org/10.1207/s15326985ep4102_1	PROPN
crl-26857	254	2	lach	lach	PROPN
crl-26857	254	3	,	,	PUNCT
crl-26857	254	4	p.	p.	PROPN
crl-26857	254	5	r.	r.	PROPN
crl-26857	254	6	,	,	PUNCT
crl-26857	254	7	&	&	CCONJ
crl-26857	254	8	pollard	pollard	PROPN
crl-26857	254	9	,	,	PUNCT
crl-26857	254	10	e.	e.	PROPN
crl-26857	254	11	a.	a.	PROPN
crl-26857	254	12	(	(	PUNCT
crl-26857	254	13	2019	2019	NUM
crl-26857	254	14	)	)	PUNCT
crl-26857	254	15	.	.	PUNCT
crl-26857	255	1	visualizing	visualize	VERB
crl-26857	255	2	history	history	NOUN
crl-26857	255	3	in	in	ADP
crl-26857	255	4	the	the	DET
crl-26857	255	5	classroom	classroom	NOUN
crl-26857	255	6	:	:	PUNCT
crl-26857	255	7	a	a	DET
crl-26857	255	8	faculty	faculty	NOUN
crl-26857	255	9	-	-	PUNCT
crl-26857	255	10	librarian	librarian	ADJ
crl-26857	255	11	partnership	partnership	NOUN
crl-26857	255	12	in	in	ADP
crl-26857	255	13	the	the	DET
crl-26857	255	14	digital	digital	ADJ
crl-26857	255	15	age	age	NOUN
crl-26857	255	16	.	.	PUNCT
crl-26857	256	1	new	new	ADJ
crl-26857	256	2	review	review	NOUN
crl-26857	256	3	of	of	ADP
crl-26857	256	4	academic	academic	ADJ
crl-26857	256	5	librarianship	librarianship	NOUN
crl-26857	256	6	,	,	PUNCT
crl-26857	256	7	25(2–4	25(2–4	PROPN
crl-26857	256	8	)	)	PUNCT
crl-26857	256	9	,	,	PUNCT
crl-26857	256	10	335–356	335–356	NUM
crl-26857	256	11	.	.	PUNCT
crl-26857	257	1	https://doi.org/10.1080/13614533.2019.1627562	https://doi.org/10.1080/13614533.2019.1627562	PROPN
crl-26857	257	2	lawlor	lawlor	PROPN
crl-26857	257	3	,	,	PUNCT
crl-26857	257	4	j.	j.	PROPN
crl-26857	257	5	,	,	PUNCT
crl-26857	257	6	banville	banville	PROPN
crl-26857	257	7	,	,	PUNCT
crl-26857	257	8	f.	f.	PROPN
crl-26857	257	9	,	,	PUNCT
crl-26857	257	10	forero	forero	PROPN
crl-26857	257	11	-	-	PUNCT
crl-26857	257	12	muñoz	muñoz	PROPN
crl-26857	257	13	,	,	PUNCT
crl-26857	257	14	n.-r	n.-r	PROPN
crl-26857	257	15	.	.	PUNCT
crl-26857	257	16	,	,	PUNCT
crl-26857	257	17	hébert	hébert	PROPN
crl-26857	257	18	,	,	PUNCT
crl-26857	257	19	k.	k.	PROPN
crl-26857	257	20	,	,	PUNCT
crl-26857	257	21	martínez	martínez	PROPN
crl-26857	257	22	-	-	PUNCT
crl-26857	257	23	lanfranco	lanfranco	PROPN
crl-26857	257	24	,	,	PUNCT
crl-26857	257	25	j.	j.	PROPN
crl-26857	257	26	a.	a.	PROPN
crl-26857	257	27	,	,	PUNCT
crl-26857	257	28	rogy	rogy	NOUN
crl-26857	257	29	,	,	PUNCT
crl-26857	257	30	p.	p.	PROPN
crl-26857	257	31	,	,	PUNCT
crl-26857	257	32	&	&	CCONJ
crl-26857	257	33	macdonald	macdonald	PROPN
crl-26857	257	34	,	,	PUNCT
crl-26857	257	35	a.	a.	PROPN
crl-26857	257	36	a.	a.	NOUN
crl-26857	257	37	m.	m.	NOUN
crl-26857	257	38	(	(	PUNCT
crl-26857	257	39	2022	2022	NUM
crl-26857	257	40	)	)	PUNCT
crl-26857	257	41	.	.	PUNCT
crl-26857	258	1	ten	ten	NUM
crl-26857	258	2	simple	simple	ADJ
crl-26857	258	3	rules	rule	NOUN
crl-26857	258	4	for	for	ADP
crl-26857	258	5	teaching	teach	VERB
crl-26857	258	6	yourself	yourself	PRON
crl-26857	258	7	r.	r.	PROPN
crl-26857	258	8	plos	plos	PROPN
crl-26857	258	9	computational	computational	ADJ
crl-26857	258	10	biology	biology	NOUN
crl-26857	258	11	,	,	PUNCT
crl-26857	258	12	18(9	18(9	NOUN
crl-26857	258	13	)	)	PUNCT
crl-26857	258	14	,	,	PUNCT
crl-26857	258	15	e1010372	e1010372	PROPN
crl-26857	258	16	.	.	PROPN
crl-26857	258	17	https://	https://	PROPN
crl-26857	258	18	doi.org/10.1371/journal.pcbi.1010372	doi.org/10.1371/journal.pcbi.1010372	PROPN
crl-26857	258	19	morris	morris	PROPN
crl-26857	258	20	,	,	PUNCT
crl-26857	258	21	t.	t.	PROPN
crl-26857	258	22	h.	h.	PROPN
crl-26857	258	23	(	(	PUNCT
crl-26857	258	24	2019	2019	NUM
crl-26857	258	25	)	)	PUNCT
crl-26857	258	26	.	.	PUNCT
crl-26857	259	1	self	self	NOUN
crl-26857	259	2	-	-	PUNCT
crl-26857	259	3	directed	direct	VERB
crl-26857	259	4	learning	learning	NOUN
crl-26857	259	5	:	:	PUNCT
crl-26857	259	6	a	a	DET
crl-26857	259	7	fundamental	fundamental	ADJ
crl-26857	259	8	competence	competence	NOUN
crl-26857	259	9	in	in	ADP
crl-26857	259	10	a	a	DET
crl-26857	259	11	rapidly	rapidly	ADV
crl-26857	259	12	changing	change	VERB
crl-26857	259	13	world	world	NOUN
crl-26857	259	14	.	.	PUNCT
crl-26857	260	1	international	international	ADJ
crl-26857	260	2	review	review	NOUN
crl-26857	260	3	of	of	ADP
crl-26857	260	4	education	education	NOUN
crl-26857	260	5	,	,	PUNCT
crl-26857	260	6	65(4	65(4	PROPN
crl-26857	260	7	)	)	PUNCT
crl-26857	260	8	,	,	PUNCT
crl-26857	260	9	633–653	633–653	NUM
crl-26857	260	10	.	.	PUNCT
crl-26857	260	11	https://doi.org/10.1007/s11159-019-09793-2	https://doi.org/10.1007/s11159-019-09793-2	PROPN
crl-26857	260	12	morris	morris	PROPN
crl-26857	260	13	-	-	PUNCT
crl-26857	260	14	eyton	eyton	PROPN
crl-26857	260	15	,	,	PUNCT
crl-26857	260	16	h.	h.	PROPN
crl-26857	260	17	,	,	PUNCT
crl-26857	260	18	&	&	CCONJ
crl-26857	260	19	pretorius	pretorius	PROPN
crl-26857	260	20	,	,	PUNCT
crl-26857	260	21	e.	e.	PROPN
crl-26857	260	22	(	(	PUNCT
crl-26857	260	23	2023	2023	NUM
crl-26857	260	24	)	)	PUNCT
crl-26857	260	25	.	.	PUNCT
crl-26857	261	1	cultivating	cultivate	VERB
crl-26857	261	2	a	a	DET
crl-26857	261	3	digital	digital	ADJ
crl-26857	261	4	promise	promise	NOUN
crl-26857	261	5	:	:	PUNCT
crl-26857	261	6	promoting	promote	VERB
crl-26857	261	7	reflective	reflective	ADJ
crl-26857	261	8	and	and	CCONJ
crl-26857	261	9	reflexive	reflexive	ADJ
crl-26857	261	10	activities	activity	NOUN
crl-26857	261	11	to	to	PART
crl-26857	261	12	enhance	enhance	VERB
crl-26857	261	13	self	self	NOUN
crl-26857	261	14	-	-	PUNCT
crl-26857	261	15	directed	direct	VERB
crl-26857	261	16	learning	learning	NOUN
crl-26857	261	17	for	for	ADP
crl-26857	261	18	the	the	DET
crl-26857	261	19	21st	21st	ADJ
crl-26857	261	20	century	century	NOUN
crl-26857	261	21	.	.	PUNCT
crl-26857	262	1	student	student	NOUN
crl-26857	262	2	success	success	NOUN
crl-26857	262	3	,	,	PUNCT
crl-26857	262	4	14(1	14(1	NUM
crl-26857	262	5	)	)	PUNCT
crl-26857	262	6	,	,	PUNCT
crl-26857	262	7	88–99	88–99	NUM
crl-26857	262	8	.	.	PUNCT
crl-26857	263	1	https://doi.org/10.5204/	https://doi.org/10.5204/	PROPN
crl-26857	263	2	ssj.2659	ssj.2659	X
crl-26857	263	3	niemi	niemi	PROPN
crl-26857	263	4	,	,	PUNCT
crl-26857	263	5	h.	h.	PROPN
crl-26857	263	6	(	(	PUNCT
crl-26857	263	7	2002	2002	NUM
crl-26857	263	8	)	)	PUNCT
crl-26857	263	9	.	.	PUNCT
crl-26857	264	1	active	active	ADJ
crl-26857	264	2	learning	learning	NOUN
crl-26857	264	3	—	—	PUNCT
crl-26857	264	4	a	a	DET
crl-26857	264	5	cultural	cultural	ADJ
crl-26857	264	6	change	change	NOUN
crl-26857	264	7	needed	need	VERB
crl-26857	264	8	in	in	ADP
crl-26857	264	9	teacher	teacher	NOUN
crl-26857	264	10	education	education	NOUN
crl-26857	264	11	and	and	CCONJ
crl-26857	264	12	schools	school	NOUN
crl-26857	264	13	.	.	PUNCT
crl-26857	265	1	teaching	teaching	NOUN
crl-26857	265	2	and	and	CCONJ
crl-26857	265	3	teacher	teacher	NOUN
crl-26857	265	4	education	education	NOUN
crl-26857	265	5	,	,	PUNCT
crl-26857	265	6	18(7	18(7	NUM
crl-26857	265	7	)	)	PUNCT
crl-26857	265	8	,	,	PUNCT
crl-26857	265	9	763–780	763–780	NUM
crl-26857	265	10	.	.	PUNCT
crl-26857	266	1	https://doi.org/10.1016/s0742-051x(02)00042-2	https://doi.org/10.1016/s0742-051x(02)00042-2	PROPN
crl-26857	266	2	oliver	oliver	PROPN
crl-26857	266	3	,	,	PUNCT
crl-26857	266	4	j.	j.	PROPN
crl-26857	266	5	c.	c.	PROPN
crl-26857	266	6	,	,	PUNCT
crl-26857	266	7	kollen	kollen	PROPN
crl-26857	266	8	,	,	PUNCT
crl-26857	266	9	c.	c.	PROPN
crl-26857	266	10	,	,	PUNCT
crl-26857	266	11	hickson	hickson	PROPN
crl-26857	266	12	,	,	PUNCT
crl-26857	266	13	b.	b.	PROPN
crl-26857	266	14	,	,	PUNCT
crl-26857	266	15	&	&	CCONJ
crl-26857	266	16	rios	rios	PROPN
crl-26857	266	17	,	,	PUNCT
crl-26857	266	18	f.	f.	PROPN
crl-26857	266	19	(	(	PUNCT
crl-26857	266	20	2019	2019	NUM
crl-26857	266	21	)	)	PUNCT
crl-26857	266	22	.	.	PUNCT
crl-26857	267	1	data	datum	NOUN
crl-26857	267	2	science	science	NOUN
crl-26857	267	3	support	support	NOUN
crl-26857	267	4	at	at	ADP
crl-26857	267	5	the	the	DET
crl-26857	267	6	academic	academic	ADJ
crl-26857	267	7	library	library	NOUN
crl-26857	267	8	.	.	PUNCT
crl-26857	268	1	journal	journal	PROPN
crl-26857	268	2	of	of	ADP
crl-26857	268	3	library	library	PROPN
crl-26857	268	4	administration	administration	NOUN
crl-26857	268	5	,	,	PUNCT
crl-26857	268	6	59(3	59(3	NUM
crl-26857	268	7	)	)	PUNCT
crl-26857	268	8	,	,	PUNCT
crl-26857	268	9	241–257	241–257	NUM
crl-26857	268	10	.	.	PUNCT
crl-26857	268	11	https://doi.org/10.1080/01930826.2019.1583015	https://doi.org/10.1080/01930826.2019.1583015	PROPN
crl-26857	268	12	pahl	pahl	PROPN
crl-26857	268	13	,	,	PUNCT
crl-26857	268	14	m.-o	m.-o	NOUN
crl-26857	268	15	.	.	PUNCT
crl-26857	269	1	(	(	PUNCT
crl-26857	269	2	2019	2019	NUM
crl-26857	269	3	)	)	PUNCT
crl-26857	269	4	.	.	PUNCT
crl-26857	270	1	learning	learn	VERB
crl-26857	270	2	by	by	ADP
crl-26857	270	3	teaching	teach	VERB
crl-26857	270	4	:	:	PUNCT
crl-26857	270	5	professional	professional	ADJ
crl-26857	270	6	skills	skill	NOUN
crl-26857	270	7	and	and	CCONJ
crl-26857	270	8	new	new	ADJ
crl-26857	270	9	technologies	technology	NOUN
crl-26857	270	10	for	for	ADP
crl-26857	270	11	university	university	NOUN
crl-26857	270	12	education	education	NOUN
crl-26857	270	13	.	.	PUNCT
crl-26857	271	1	ieee	ieee	NOUN
crl-26857	271	2	communications	communications	PROPN
crl-26857	271	3	magazine	magazine	NOUN
crl-26857	271	4	,	,	PUNCT
crl-26857	271	5	57(11	57(11	NUM
crl-26857	271	6	)	)	PUNCT
crl-26857	271	7	,	,	PUNCT
crl-26857	271	8	74–80	74–80	NUM
crl-26857	271	9	.	.	PUNCT
crl-26857	272	1	porter	porter	PROPN
crl-26857	272	2	,	,	PUNCT
crl-26857	272	3	l.	l.	PROPN
crl-26857	272	4	,	,	PUNCT
crl-26857	272	5	bailey	bailey	PROPN
crl-26857	272	6	lee	lee	PROPN
crl-26857	272	7	,	,	PUNCT
crl-26857	272	8	c.	c.	PROPN
crl-26857	272	9	,	,	PUNCT
crl-26857	272	10	&	&	CCONJ
crl-26857	272	11	simon	simon	PROPN
crl-26857	272	12	,	,	PUNCT
crl-26857	272	13	b.	b.	PROPN
crl-26857	272	14	(	(	PUNCT
crl-26857	272	15	2013	2013	NUM
crl-26857	272	16	)	)	PUNCT
crl-26857	272	17	.	.	PUNCT
crl-26857	273	1	halving	halve	VERB
crl-26857	273	2	fail	fail	ADJ
crl-26857	273	3	rates	rate	NOUN
crl-26857	273	4	using	use	VERB
crl-26857	273	5	peer	peer	NOUN
crl-26857	273	6	instruction	instruction	NOUN
crl-26857	273	7	:	:	PUNCT
crl-26857	273	8	a	a	DET
crl-26857	273	9	study	study	NOUN
crl-26857	273	10	of	of	ADP
crl-26857	273	11	four	four	NUM
crl-26857	273	12	computer	computer	NOUN
crl-26857	273	13	science	science	NOUN
crl-26857	273	14	courses	course	NOUN
crl-26857	273	15	.	.	PUNCT
crl-26857	274	1	proceedings	proceeding	NOUN
crl-26857	274	2	of	of	ADP
crl-26857	274	3	the	the	DET
crl-26857	274	4	44th	44th	PROPN
crl-26857	274	5	acm	acm	PROPN
crl-26857	274	6	technical	technical	ADJ
crl-26857	274	7	symposium	symposium	NOUN
crl-26857	274	8	on	on	ADP
crl-26857	274	9	computer	computer	NOUN
crl-26857	274	10	science	science	NOUN
crl-26857	274	11	education	education	NOUN
crl-26857	274	12	,	,	PUNCT
crl-26857	274	13	177–182	177–182	NUM
crl-26857	274	14	.	.	PUNCT
crl-26857	274	15	https://doi.org/10.1145/2445196.2445250	https://doi.org/10.1145/2445196.2445250	PROPN
crl-26857	274	16	prabhu	prabhu	PROPN
crl-26857	274	17	,	,	PUNCT
crl-26857	274	18	p.	p.	PROPN
crl-26857	274	19	,	,	PUNCT
crl-26857	274	20	zhang	zhang	PROPN
crl-26857	274	21	,	,	PUNCT
crl-26857	274	22	y.	y.	PROPN
crl-26857	274	23	,	,	PUNCT
crl-26857	274	24	ghosh	ghosh	PROPN
crl-26857	274	25	,	,	PUNCT
crl-26857	274	26	s.	s.	PROPN
crl-26857	274	27	,	,	PUNCT
crl-26857	274	28	august	august	PROPN
crl-26857	274	29	,	,	PUNCT
crl-26857	274	30	d.	d.	PROPN
crl-26857	274	31	i.	i.	PROPN
crl-26857	274	32	,	,	PUNCT
crl-26857	274	33	huang	huang	PROPN
crl-26857	274	34	,	,	PUNCT
crl-26857	274	35	j.	j.	PROPN
crl-26857	274	36	,	,	PUNCT
crl-26857	274	37	beard	beard	PROPN
crl-26857	274	38	,	,	PUNCT
crl-26857	274	39	s.	s.	PROPN
crl-26857	274	40	,	,	PUNCT
crl-26857	274	41	kim	kim	PROPN
crl-26857	274	42	,	,	PUNCT
crl-26857	274	43	h.	h.	PROPN
crl-26857	274	44	,	,	PUNCT
crl-26857	274	45	oh	oh	INTJ
crl-26857	274	46	,	,	PUNCT
crl-26857	274	47	t.	t.	PROPN
crl-26857	274	48	,	,	PUNCT
crl-26857	274	49	jablin	jablin	PROPN
crl-26857	274	50	,	,	PUNCT
crl-26857	274	51	t.	t.	PROPN
crl-26857	274	52	b.	b.	PROPN
crl-26857	274	53	,	,	PUNCT
crl-26857	274	54	johnson	johnson	PROPN
crl-26857	274	55	,	,	PUNCT
crl-26857	274	56	n.	n.	PROPN
crl-26857	274	57	p.	p.	PROPN
crl-26857	274	58	,	,	PUNCT
crl-26857	274	59	zoufaly	zoufaly	PROPN
crl-26857	274	60	,	,	PUNCT
crl-26857	274	61	m.	m.	NOUN
crl-26857	274	62	,	,	PUNCT
crl-26857	274	63	raman	raman	NOUN
crl-26857	274	64	,	,	PUNCT
crl-26857	274	65	a.	a.	PROPN
crl-26857	274	66	,	,	PUNCT
crl-26857	274	67	liu	liu	PROPN
crl-26857	274	68	,	,	PUNCT
crl-26857	274	69	f.	f.	PROPN
crl-26857	274	70	,	,	PUNCT
crl-26857	274	71	&	&	CCONJ
crl-26857	274	72	walker	walker	PROPN
crl-26857	274	73	,	,	PUNCT
crl-26857	274	74	d.	d.	PROPN
crl-26857	274	75	(	(	PUNCT
crl-26857	274	76	2011	2011	NUM
crl-26857	274	77	)	)	PUNCT
crl-26857	274	78	.	.	PUNCT
crl-26857	275	1	a	a	DET
crl-26857	275	2	survey	survey	NOUN
crl-26857	275	3	of	of	ADP
crl-26857	275	4	the	the	DET
crl-26857	275	5	practice	practice	NOUN
crl-26857	275	6	of	of	ADP
crl-26857	275	7	computational	computational	ADJ
crl-26857	275	8	science	science	NOUN
crl-26857	275	9	.	.	PUNCT
crl-26857	276	1	state	state	NOUN
crl-26857	276	2	of	of	ADP
crl-26857	276	3	the	the	DET
crl-26857	276	4	practice	practice	NOUN
crl-26857	276	5	reports	report	NOUN
crl-26857	276	6	on	on	ADP
crl-26857	276	7	sc	sc	PROPN
crl-26857	276	8	’	'	PUNCT
crl-26857	276	9	11	11	NUM
crl-26857	276	10	,	,	PUNCT
crl-26857	276	11	1	1	NUM
crl-26857	276	12	.	.	PUNCT
crl-26857	276	13	https://doi.org/10.1145/2063348.2063374	https://doi.org/10.1145/2063348.2063374	PROPN
crl-26857	276	14	prince	prince	PROPN
crl-26857	276	15	,	,	PUNCT
crl-26857	276	16	m.	m.	NOUN
crl-26857	276	17	(	(	PUNCT
crl-26857	276	18	2004	2004	NUM
crl-26857	276	19	)	)	PUNCT
crl-26857	276	20	.	.	PUNCT
crl-26857	277	1	does	do	VERB
crl-26857	277	2	active	active	ADJ
crl-26857	277	3	learning	learning	NOUN
crl-26857	277	4	work	work	NOUN
crl-26857	277	5	?	?	PUNCT
crl-26857	278	1	a	a	DET
crl-26857	278	2	review	review	NOUN
crl-26857	278	3	of	of	ADP
crl-26857	278	4	the	the	DET
crl-26857	278	5	research	research	NOUN
crl-26857	278	6	.	.	PUNCT
crl-26857	279	1	journal	journal	NOUN
crl-26857	279	2	of	of	ADP
crl-26857	279	3	engineering	engineering	NOUN
crl-26857	279	4	education	education	NOUN
crl-26857	279	5	,	,	PUNCT
crl-26857	279	6	93(3	93(3	NUM
crl-26857	279	7	)	)	PUNCT
crl-26857	279	8	,	,	PUNCT
crl-26857	279	9	223–231	223–231	NUM
crl-26857	279	10	.	.	PUNCT
crl-26857	280	1	https://doi.org/10.1002/j.2168-9830.2004.tb00809.x	https://doi.org/10.1002/j.2168-9830.2004.tb00809.x	PROPN
crl-26857	280	2	ribosa	ribosa	PROPN
crl-26857	280	3	,	,	PUNCT
crl-26857	280	4	j.	j.	PROPN
crl-26857	280	5	,	,	PUNCT
crl-26857	280	6	&	&	CCONJ
crl-26857	280	7	duran	duran	PROPN
crl-26857	280	8	,	,	PUNCT
crl-26857	280	9	d.	d.	PROPN
crl-26857	280	10	(	(	PUNCT
crl-26857	280	11	2022	2022	NUM
crl-26857	280	12	)	)	PUNCT
crl-26857	280	13	.	.	PUNCT
crl-26857	281	1	student	student	NOUN
crl-26857	281	2	-	-	PUNCT
crl-26857	281	3	generated	generate	VERB
crl-26857	281	4	teaching	teaching	NOUN
crl-26857	281	5	materials	material	NOUN
crl-26857	281	6	:	:	PUNCT
crl-26857	281	7	a	a	DET
crl-26857	281	8	scoping	scope	VERB
crl-26857	281	9	review	review	NOUN
crl-26857	281	10	mapping	map	VERB
crl-26857	281	11	the	the	DET
crl-26857	281	12	research	research	NOUN
crl-26857	281	13	field	field	NOUN
crl-26857	281	14	.	.	PUNCT
crl-26857	282	1	education	education	NOUN
crl-26857	282	2	in	in	ADP
crl-26857	282	3	the	the	DET
crl-26857	282	4	knowledge	knowledge	NOUN
crl-26857	282	5	society	society	NOUN
crl-26857	282	6	(	(	PUNCT
crl-26857	282	7	eks	eks	PROPN
crl-26857	282	8	)	)	PUNCT
crl-26857	282	9	,	,	PUNCT
crl-26857	282	10	23	23	NUM
crl-26857	282	11	,	,	PUNCT
crl-26857	282	12	27443	27443	NUM
crl-26857	282	13	.	.	PUNCT
crl-26857	283	1	https://doi.org/10.14201/eks.27443	https://doi.org/10.14201/eks.27443	PROPN
crl-26857	283	2	robert	robert	PROPN
crl-26857	283	3	,	,	PUNCT
crl-26857	283	4	j.	j.	PROPN
crl-26857	283	5	,	,	PUNCT
crl-26857	283	6	&	&	CCONJ
crl-26857	283	7	carlsen	carlsen	PROPN
crl-26857	283	8	,	,	PUNCT
crl-26857	283	9	w.	w.	PROPN
crl-26857	283	10	s.	s.	PROPN
crl-26857	283	11	(	(	PUNCT
crl-26857	283	12	2017	2017	NUM
crl-26857	283	13	)	)	PUNCT
crl-26857	283	14	.	.	PUNCT
crl-26857	284	1	teaching	teaching	NOUN
crl-26857	284	2	and	and	CCONJ
crl-26857	284	3	research	research	NOUN
crl-26857	284	4	at	at	ADP
crl-26857	284	5	a	a	DET
crl-26857	284	6	large	large	ADJ
crl-26857	284	7	university	university	NOUN
crl-26857	284	8	:	:	PUNCT
crl-26857	284	9	case	case	NOUN
crl-26857	284	10	studies	study	NOUN
crl-26857	284	11	of	of	ADP
crl-26857	284	12	science	science	NOUN
crl-26857	284	13	professors	professor	NOUN
crl-26857	284	14	.	.	PUNCT
crl-26857	285	1	journal	journal	PROPN
crl-26857	285	2	of	of	ADP
crl-26857	285	3	research	research	NOUN
crl-26857	285	4	in	in	ADP
crl-26857	285	5	science	science	NOUN
crl-26857	285	6	teaching	teaching	NOUN
crl-26857	285	7	,	,	PUNCT
crl-26857	285	8	54(7	54(7	NUM
crl-26857	285	9	)	)	PUNCT
crl-26857	285	10	,	,	PUNCT
crl-26857	285	11	937–960	937–960	NUM
crl-26857	285	12	.	.	PUNCT
crl-26857	286	1	https://doi.org/10.1002/tea.21392	https://doi.org/10.1002/tea.21392	PROPN
crl-26857	286	2	robinson	robinson	PROPN
crl-26857	286	3	,	,	PUNCT
crl-26857	286	4	t.	t.	PROPN
crl-26857	286	5	e.	e.	PROPN
crl-26857	286	6	,	,	PUNCT
crl-26857	286	7	&	&	CCONJ
crl-26857	286	8	hope	hope	PROPN
crl-26857	286	9	,	,	PUNCT
crl-26857	286	10	w.	w.	PROPN
crl-26857	286	11	c.	c.	PROPN
crl-26857	286	12	(	(	PUNCT
crl-26857	286	13	2013	2013	NUM
crl-26857	286	14	)	)	PUNCT
crl-26857	286	15	.	.	PUNCT
crl-26857	287	1	teaching	teach	VERB
crl-26857	287	2	in	in	ADP
crl-26857	287	3	higher	high	ADJ
crl-26857	287	4	education	education	NOUN
crl-26857	287	5	:	:	PUNCT
crl-26857	287	6	is	be	AUX
crl-26857	287	7	there	there	PRON
crl-26857	287	8	a	a	DET
crl-26857	287	9	need	need	NOUN
crl-26857	287	10	for	for	ADP
crl-26857	287	11	training	training	NOUN
crl-26857	287	12	in	in	ADP
crl-26857	287	13	pedagogy	pedagogy	NOUN
crl-26857	287	14	in	in	ADP
crl-26857	287	15	graduate	graduate	NOUN
crl-26857	287	16	degree	degree	NOUN
crl-26857	287	17	programs	program	NOUN
crl-26857	287	18	?	?	PUNCT
crl-26857	288	1	research	research	NOUN
crl-26857	288	2	in	in	ADP
crl-26857	288	3	higher	high	ADJ
crl-26857	288	4	education	education	NOUN
crl-26857	288	5	journal	journal	NOUN
crl-26857	288	6	,	,	PUNCT
crl-26857	288	7	21(131564	21(131564	NOUN
crl-26857	288	8	)	)	PUNCT
crl-26857	288	9	,	,	PUNCT
crl-26857	288	10	1–11	1–11	PROPN
crl-26857	288	11	.	.	PUNCT
crl-26857	289	1	https://www.aabri.com/	https://www.aabri.com/	PROPN
crl-26857	289	2	manuscripts/131564.pdf	manuscripts/131564.pdf	PROPN
crl-26857	289	3	rogers	rogers	PROPN
crl-26857	289	4	,	,	PUNCT
crl-26857	289	5	m.	m.	NOUN
crl-26857	289	6	m.	m.	NOUN
crl-26857	289	7	(	(	PUNCT
crl-26857	289	8	2021	2021	NUM
crl-26857	289	9	)	)	PUNCT
crl-26857	289	10	.	.	PUNCT
crl-26857	290	1	teaching	teaching	NOUN
crl-26857	290	2	-	-	PUNCT
crl-26857	290	3	to	to	AUX
crl-26857	290	4	-	-	PUNCT
crl-26857	290	5	learn	learn	VERB
crl-26857	290	6	:	:	PUNCT
crl-26857	290	7	its	its	PRON
crl-26857	290	8	effects	effect	NOUN
crl-26857	290	9	on	on	ADP
crl-26857	290	10	conceptual	conceptual	ADJ
crl-26857	290	11	knowledge	knowledge	NOUN
crl-26857	290	12	learning	learn	VERB
crl-26857	290	13	in	in	ADP
crl-26857	290	14	university	university	NOUN
crl-26857	290	15	students	student	NOUN
crl-26857	290	16	.	.	PUNCT
crl-26857	291	1	international	international	ADJ
crl-26857	291	2	journal	journal	NOUN
crl-26857	291	3	of	of	ADP
crl-26857	291	4	innovative	innovative	ADJ
crl-26857	291	5	teaching	teaching	NOUN
crl-26857	291	6	and	and	CCONJ
crl-26857	291	7	learning	learn	VERB
crl-26857	291	8	in	in	ADP
crl-26857	291	9	higher	high	ADJ
crl-26857	291	10	education	education	NOUN
crl-26857	291	11	,	,	PUNCT
crl-26857	291	12	2(1	2(1	NUM
crl-26857	291	13	)	)	PUNCT
crl-26857	291	14	,	,	PUNCT
crl-26857	291	15	1–14	1–14	PROPN
crl-26857	291	16	.	.	PUNCT
crl-26857	292	1	https://doi.org/10.4018/	https://doi.org/10.4018/	PROPN
crl-26857	292	2	ijitlhe.289863	ijitlhe.289863	PROPN
crl-26857	292	3	ruiz	ruiz	PROPN
crl-26857	292	4	de	de	X
crl-26857	292	5	miras	miras	PROPN
crl-26857	292	6	,	,	PUNCT
crl-26857	292	7	j.	j.	PROPN
crl-26857	292	8	,	,	PUNCT
crl-26857	292	9	balsas	balsas	PROPN
crl-26857	292	10	-	-	PUNCT
crl-26857	292	11	almagro	almagro	PROPN
crl-26857	292	12	,	,	PUNCT
crl-26857	292	13	j.	j.	PROPN
crl-26857	292	14	r.	r.	PROPN
crl-26857	292	15	,	,	PUNCT
crl-26857	292	16	&	&	CCONJ
crl-26857	292	17	garcía	garcía	ADJ
crl-26857	292	18	-	-	PUNCT
crl-26857	292	19	fernández	fernández	PROPN
crl-26857	292	20	,	,	PUNCT
crl-26857	292	21	á	á	PROPN
crl-26857	292	22	.	.	PUNCT
crl-26857	292	23	l.	l.	PROPN
crl-26857	292	24	(	(	PUNCT
crl-26857	292	25	2021	2021	NUM
crl-26857	292	26	)	)	PUNCT
crl-26857	292	27	.	.	PUNCT
crl-26857	293	1	using	use	VERB
crl-26857	293	2	flipped	flip	VERB
crl-26857	293	3	classroom	classroom	NOUN
crl-26857	293	4	and	and	CCONJ
crl-26857	293	5	peer	peer	NOUN
crl-26857	293	6	instruction	instruction	NOUN
crl-26857	293	7	methodologies	methodology	NOUN
crl-26857	293	8	to	to	PART
crl-26857	293	9	improve	improve	VERB
crl-26857	293	10	introductory	introductory	ADJ
crl-26857	293	11	computer	computer	NOUN
crl-26857	293	12	programming	programming	NOUN
crl-26857	293	13	courses	course	NOUN
crl-26857	293	14	.	.	PUNCT
crl-26857	294	1	computer	computer	NOUN
crl-26857	294	2	applications	application	NOUN
crl-26857	294	3	in	in	ADP
crl-26857	294	4	engineering	engineering	NOUN
crl-26857	294	5	education	education	NOUN
crl-26857	294	6	,	,	PUNCT
crl-26857	294	7	cae.22447	cae.22447	NOUN
crl-26857	294	8	.	.	PUNCT
crl-26857	295	1	https://doi.org/10.1002/cae.22447	https://doi.org/10.1002/cae.22447	PROPN
crl-26857	295	2	shortlidge	shortlidge	PROPN
crl-26857	295	3	,	,	PUNCT
crl-26857	295	4	e.	e.	PROPN
crl-26857	295	5	e.	e.	PROPN
crl-26857	295	6	,	,	PUNCT
crl-26857	295	7	&	&	CCONJ
crl-26857	295	8	eddy	eddy	PROPN
crl-26857	295	9	,	,	PUNCT
crl-26857	295	10	s.	s.	PROPN
crl-26857	295	11	l.	l.	PROPN
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crl-26857	295	14	)	)	PUNCT
crl-26857	295	15	.	.	PUNCT
crl-26857	296	1	the	the	DET
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crl-26857	296	4	off	off	NOUN
crl-26857	296	5	between	between	ADP
crl-26857	296	6	graduate	graduate	NOUN
crl-26857	296	7	student	student	NOUN
crl-26857	296	8	research	research	NOUN
crl-26857	296	9	and	and	CCONJ
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crl-26857	296	11	:	:	PUNCT
crl-26857	296	12	a	a	DET
crl-26857	296	13	myth	myth	NOUN
crl-26857	296	14	?	?	PUNCT
crl-26857	297	1	plos	plos	PROPN
crl-26857	297	2	one	one	NUM
crl-26857	297	3	,	,	PUNCT
crl-26857	297	4	13(6	13(6	PROPN
crl-26857	297	5	)	)	PUNCT
crl-26857	297	6	,	,	PUNCT
crl-26857	297	7	e0199576	e0199576	PROPN
crl-26857	297	8	.	.	PUNCT
crl-26857	298	1	https://doi.org/10.1371/journal.pone.0199576	https://doi.org/10.1371/journal.pone.0199576	PROPN
crl-26857	298	2	sowell	sowell	PROPN
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crl-26857	298	4	r.	r.	PROPN
crl-26857	298	5	,	,	PUNCT
crl-26857	298	6	allum	allum	PROPN
crl-26857	298	7	,	,	PUNCT
crl-26857	298	8	j.	j.	PROPN
crl-26857	298	9	,	,	PUNCT
crl-26857	298	10	&	&	CCONJ
crl-26857	298	11	okahana	okahana	PROPN
crl-26857	298	12	,	,	PUNCT
crl-26857	298	13	h.	h.	PROPN
crl-26857	298	14	(	(	PUNCT
crl-26857	298	15	2015	2015	NUM
crl-26857	298	16	)	)	PUNCT
crl-26857	298	17	.	.	PUNCT
crl-26857	299	1	doctoral	doctoral	ADJ
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crl-26857	299	3	on	on	ADP
crl-26857	299	4	minority	minority	NOUN
crl-26857	299	5	attrition	attrition	NOUN
crl-26857	299	6	and	and	CCONJ
crl-26857	299	7	completion	completion	NOUN
crl-26857	299	8	(	(	PUNCT
crl-26857	299	9	no	no	INTJ
crl-26857	299	10	.	.	NOUN
crl-26857	299	11	1	1	NUM
crl-26857	299	12	)	)	PUNCT
crl-26857	299	13	.	.	PUNCT
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crl-26857	300	3	graduate	graduate	PROPN
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crl-26857	300	5	.	.	PUNCT
crl-26857	301	1	stains	stain	NOUN
crl-26857	301	2	,	,	PUNCT
crl-26857	301	3	m.	m.	NOUN
crl-26857	301	4	,	,	PUNCT
crl-26857	301	5	harshman	harshman	PROPN
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crl-26857	301	7	j.	j.	PROPN
crl-26857	301	8	,	,	PUNCT
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crl-26857	301	10	,	,	PUNCT
crl-26857	301	11	m.	m.	PROPN
crl-26857	301	12	k.	k.	PROPN
crl-26857	301	13	,	,	PUNCT
crl-26857	301	14	chasteen	chasteen	PROPN
crl-26857	301	15	,	,	PUNCT
crl-26857	301	16	s.	s.	PROPN
crl-26857	301	17	v.	v.	PROPN
crl-26857	301	18	,	,	PUNCT
crl-26857	301	19	cole	cole	PROPN
crl-26857	301	20	,	,	PUNCT
crl-26857	301	21	r.	r.	PROPN
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crl-26857	301	25	peters	peters	PROPN
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crl-26857	301	27	s.	s.	PROPN
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crl-26857	301	31	,	,	PUNCT
crl-26857	301	32	m.	m.	PROPN
crl-26857	301	33	k.	k.	PROPN
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crl-26857	301	38	m.	m.	PROPN
crl-26857	301	39	,	,	PUNCT
crl-26857	301	40	knight	knight	PROPN
crl-26857	301	41	,	,	PUNCT
crl-26857	301	42	j.	j.	PROPN
crl-26857	301	43	k.	k.	PROPN
crl-26857	301	44	,	,	PUNCT
crl-26857	301	45	laski	laski	PROPN
crl-26857	301	46	,	,	PUNCT
crl-26857	301	47	f.	f.	PROPN
crl-26857	301	48	a.	a.	PROPN
crl-26857	301	49	,	,	PUNCT
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crl-26857	301	58	c.	c.	PROPN
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crl-26857	301	68	l.	l.	PROPN
crl-26857	301	69	m.	m.	PROPN
crl-26857	301	70	,	,	PUNCT
crl-26857	301	71	mckay	mckay	PROPN
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crl-26857	301	73	t.	t.	PROPN
crl-26857	301	74	a.	a.	PROPN
crl-26857	301	75	,	,	PUNCT
crl-26857	301	76	michelotti	michelotti	PROPN
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crl-26857	301	78	n.	n.	NOUN
crl-26857	301	79	,	,	PUNCT
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crl-26857	301	82	a.	a.	NOUN
crl-26857	301	83	,	,	PUNCT
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crl-26857	301	85	,	,	PUNCT
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crl-26857	301	101	)	)	PUNCT
crl-26857	301	102	.	.	PUNCT
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crl-26857	303	2	,	,	PUNCT
crl-26857	303	3	359(6383	359(6383	NUM
crl-26857	303	4	)	)	PUNCT
crl-26857	303	5	,	,	PUNCT
crl-26857	303	6	1468–1470	1468–1470	NUM
crl-26857	303	7	.	.	PUNCT
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crl-26857	304	3	,	,	PUNCT
crl-26857	304	4	m.	m.	PROPN
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crl-26857	304	20	)	)	PUNCT
crl-26857	304	21	.	.	PUNCT
crl-26857	305	1	active	active	ADJ
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crl-26857	305	4	flipped	flip	VERB
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crl-26857	305	13	https://doi.org/10.1080/13614533.2019.1627562	https://doi.org/10.1080/13614533.2019.1627562	PROPN
crl-26857	305	14	https://doi.org/10.1371/journal.pcbi.1010372	https://doi.org/10.1371/journal.pcbi.1010372	PROPN
crl-26857	305	15	https://doi.org/10.1371/journal.pcbi.1010372	https://doi.org/10.1371/journal.pcbi.1010372	PROPN
crl-26857	305	16	https://doi.org/10.1007/s11159-019-09793-2	https://doi.org/10.1007/s11159-019-09793-2	PROPN
crl-26857	305	17	https://doi.org/10.5204/ssj.2659	https://doi.org/10.5204/ssj.2659	PROPN
crl-26857	305	18	https://doi.org/10.5204/ssj.2659	https://doi.org/10.5204/ssj.2659	PROPN
crl-26857	305	19	https://doi.org/10.1016/s0742-051x(02)00042-2	https://doi.org/10.1016/s0742-051x(02)00042-2	NOUN
crl-26857	305	20	https://doi.org/10.1080/01930826.2019.1583015	https://doi.org/10.1080/01930826.2019.1583015	PROPN
crl-26857	305	21	https://doi.org/10.1145/2445196.2445250	https://doi.org/10.1145/2445196.2445250	VERB
crl-26857	305	22	https://doi.org/10.1145/2063348.2063374	https://doi.org/10.1145/2063348.2063374	ADV
crl-26857	306	1	https://doi.org/10.1002/j.2168-9830.2004.tb00809.x	https://doi.org/10.1002/j.2168-9830.2004.tb00809.x	PROPN
crl-26857	306	2	https://doi.org/10.14201/eks.27443	https://doi.org/10.14201/eks.27443	PROPN
crl-26857	306	3	https://doi.org/10.1002/tea.21392	https://doi.org/10.1002/tea.21392	PROPN
crl-26857	306	4	https://www.aabri.com/manuscripts/131564.pdf	https://www.aabri.com/manuscripts/131564.pdf	PROPN
crl-26857	306	5	https://www.aabri.com/manuscripts/131564.pdf	https://www.aabri.com/manuscripts/131564.pdf	PROPN
crl-26857	306	6	https://doi.org/10.4018/ijitlhe.289863	https://doi.org/10.4018/ijitlhe.289863	PROPN
crl-26857	306	7	https://doi.org/10.4018/ijitlhe.289863	https://doi.org/10.4018/ijitlhe.289863	PROPN
crl-26857	306	8	https://doi.org/10.1002/cae.22447	https://doi.org/10.1002/cae.22447	PROPN
crl-26857	306	9	https://doi.org/10.1371/journal.pone.0199576	https://doi.org/10.1371/journal.pone.0199576	NOUN
crl-26857	306	10	https://doi.org/10.1126/science.aap8892	https://doi.org/10.1126/science.aap8892	PROPN
crl-26857	306	11	566	566	NUM
crl-26857	306	12	college	college	PROPN
crl-26857	306	13	&	&	CCONJ
crl-26857	306	14	research	research	PROPN
crl-26857	306	15	libraries	library	NOUN
crl-26857	306	16	july	july	PROPN
crl-26857	306	17	2025	2025	NUM
crl-26857	306	18	development	development	NOUN
crl-26857	306	19	of	of	ADP
crl-26857	306	20	critical	critical	ADJ
crl-26857	306	21	thinking	thinking	NOUN
crl-26857	306	22	skills	skill	NOUN
crl-26857	306	23	.	.	PUNCT
crl-26857	307	1	cbe	cbe	PROPN
crl-26857	307	2	—	—	PUNCT
crl-26857	307	3	life	life	NOUN
crl-26857	307	4	sciences	sciences	PROPN
crl-26857	307	5	education	education	NOUN
crl-26857	307	6	,	,	PUNCT
crl-26857	307	7	17(3	17(3	NUM
crl-26857	307	8	)	)	PUNCT
crl-26857	307	9	,	,	PUNCT
crl-26857	307	10	ar39	ar39	PROPN
crl-26857	307	11	.	.	PUNCT
crl-26857	308	1	https://doi.org/10.1187/	https://doi.org/10.1187/	PROPN
crl-26857	308	2	cbe.16	cbe.16	PROPN
crl-26857	308	3	-	-	PUNCT
crl-26857	308	4	11	11	NUM
crl-26857	308	5	-	-	PUNCT
crl-26857	308	6	0332	0332	NUM
crl-26857	308	7	surkis	surki	NOUN
crl-26857	308	8	,	,	PUNCT
crl-26857	308	9	a.	a.	NOUN
crl-26857	308	10	,	,	PUNCT
crl-26857	308	11	lapolla	lapolla	PROPN
crl-26857	308	12	,	,	PUNCT
crl-26857	308	13	f.	f.	PROPN
crl-26857	308	14	w.	w.	PROPN
crl-26857	308	15	z.	z.	PROPN
crl-26857	308	16	,	,	PUNCT
crl-26857	308	17	contaxis	contaxis	NOUN
crl-26857	308	18	,	,	PUNCT
crl-26857	308	19	n.	n.	NOUN
crl-26857	308	20	,	,	PUNCT
crl-26857	308	21	&	&	CCONJ
crl-26857	308	22	read	read	VERB
crl-26857	308	23	,	,	PUNCT
crl-26857	308	24	k.	k.	PROPN
crl-26857	308	25	b.	b.	PROPN
crl-26857	308	26	(	(	PUNCT
crl-26857	308	27	2017	2017	NUM
crl-26857	308	28	)	)	PUNCT
crl-26857	308	29	.	.	PUNCT
crl-26857	309	1	data	datum	NOUN
crl-26857	309	2	day	day	NOUN
crl-26857	309	3	to	to	ADP
crl-26857	309	4	day	day	NOUN
crl-26857	309	5	:	:	PUNCT
crl-26857	309	6	building	build	VERB
crl-26857	309	7	a	a	DET
crl-26857	309	8	community	community	NOUN
crl-26857	309	9	of	of	ADP
crl-26857	309	10	expertise	expertise	NOUN
crl-26857	309	11	to	to	PART
crl-26857	309	12	address	address	VERB
crl-26857	309	13	data	datum	NOUN
crl-26857	309	14	skills	skill	NOUN
crl-26857	309	15	gaps	gap	NOUN
crl-26857	309	16	in	in	ADP
crl-26857	309	17	an	an	DET
crl-26857	309	18	academic	academic	ADJ
crl-26857	309	19	medical	medical	ADJ
crl-26857	309	20	center	center	NOUN
crl-26857	309	21	.	.	PUNCT
crl-26857	310	1	journal	journal	NOUN
crl-26857	310	2	of	of	ADP
crl-26857	310	3	the	the	DET
crl-26857	310	4	medical	medical	PROPN
crl-26857	310	5	library	library	PROPN
crl-26857	310	6	association	association	PROPN
crl-26857	310	7	,	,	PUNCT
crl-26857	310	8	105(2	105(2	NUM
crl-26857	310	9	)	)	PUNCT
crl-26857	310	10	.	.	PUNCT
crl-26857	311	1	https://doi.org/10.5195/jmla.2017.35	https://doi.org/10.5195/jmla.2017.35	PROPN
crl-26857	311	2	theobold	theobold	PROPN
crl-26857	311	3	,	,	PUNCT
crl-26857	311	4	a.	a.	NOUN
crl-26857	311	5	,	,	PUNCT
crl-26857	311	6	&	&	CCONJ
crl-26857	311	7	hancock	hancock	PROPN
crl-26857	311	8	,	,	PUNCT
crl-26857	311	9	s.	s.	PROPN
crl-26857	311	10	(	(	PUNCT
crl-26857	311	11	2019	2019	NUM
crl-26857	311	12	)	)	PUNCT
crl-26857	311	13	.	.	PUNCT
crl-26857	312	1	how	how	SCONJ
crl-26857	312	2	environmental	environmental	ADJ
crl-26857	312	3	science	science	NOUN
crl-26857	312	4	graduate	graduate	NOUN
crl-26857	312	5	students	student	NOUN
crl-26857	312	6	acquire	acquire	VERB
crl-26857	312	7	statistical	statistical	ADJ
crl-26857	312	8	computing	computing	NOUN
crl-26857	312	9	skills	skill	NOUN
crl-26857	312	10	.	.	PUNCT
crl-26857	313	1	statistics	statistic	NOUN
crl-26857	313	2	education	education	PROPN
crl-26857	313	3	research	research	NOUN
crl-26857	313	4	journal	journal	NOUN
crl-26857	313	5	,	,	PUNCT
crl-26857	313	6	18(2	18(2	NUM
crl-26857	313	7	)	)	PUNCT
crl-26857	313	8	,	,	PUNCT
crl-26857	313	9	68–85	68–85	NOUN
crl-26857	313	10	.	.	PUNCT
crl-26857	314	1	https://iase-web.org/documents/serj/serj18(2	https://iase-web.org/documents/serj/serj18(2	X
crl-26857	314	2	)	)	PUNCT
crl-26857	315	1	_	_	NOUN
crl-26857	315	2	theobold.pdf?1575083627	theobold.pdf?1575083627	NUM
crl-26857	315	3	white	white	ADJ
crl-26857	315	4	,	,	PUNCT
crl-26857	315	5	p.	p.	PROPN
crl-26857	315	6	j.	j.	PROPN
crl-26857	315	7	,	,	PUNCT
crl-26857	315	8	larson	larson	PROPN
crl-26857	315	9	,	,	PUNCT
crl-26857	315	10	i.	i.	PROPN
crl-26857	315	11	,	,	PUNCT
crl-26857	315	12	styles	style	NOUN
crl-26857	315	13	,	,	PUNCT
crl-26857	315	14	k.	k.	PROPN
crl-26857	315	15	,	,	PUNCT
crl-26857	315	16	yuriev	yuriev	PROPN
crl-26857	315	17	,	,	PUNCT
crl-26857	315	18	e.	e.	PROPN
crl-26857	315	19	,	,	PUNCT
crl-26857	315	20	evans	evans	PROPN
crl-26857	315	21	,	,	PUNCT
crl-26857	315	22	d.	d.	PROPN
crl-26857	315	23	r.	r.	PROPN
crl-26857	315	24	,	,	PUNCT
crl-26857	315	25	rangachari	rangachari	PROPN
crl-26857	315	26	,	,	PUNCT
crl-26857	315	27	p.	p.	PROPN
crl-26857	315	28	k.	k.	PROPN
crl-26857	315	29	,	,	PUNCT
crl-26857	315	30	short	short	ADJ
crl-26857	315	31	,	,	PUNCT
crl-26857	315	32	j.	j.	PROPN
crl-26857	315	33	l.	l.	PROPN
crl-26857	315	34	,	,	PUNCT
crl-26857	315	35	exintaris	exintaris	PROPN
crl-26857	315	36	,	,	PUNCT
crl-26857	315	37	b.	b.	PROPN
crl-26857	315	38	,	,	PUNCT
crl-26857	315	39	malone	malone	PROPN
crl-26857	315	40	,	,	PUNCT
crl-26857	315	41	d.	d.	PROPN
crl-26857	315	42	t.	t.	PROPN
crl-26857	315	43	,	,	PUNCT
crl-26857	315	44	davie	davie	PROPN
crl-26857	315	45	,	,	PUNCT
crl-26857	315	46	b.	b.	PROPN
crl-26857	315	47	,	,	PUNCT
crl-26857	315	48	eise	eise	ADJ
crl-26857	315	49	,	,	PUNCT
crl-26857	315	50	n.	n.	PROPN
crl-26857	315	51	,	,	PUNCT
crl-26857	315	52	mc	mc	PROPN
crl-26857	315	53	namara	namara	PROPN
crl-26857	315	54	,	,	PUNCT
crl-26857	315	55	k.	k.	PROPN
crl-26857	315	56	,	,	PUNCT
crl-26857	315	57	&	&	CCONJ
crl-26857	315	58	naidu	naidu	PROPN
crl-26857	315	59	,	,	PUNCT
crl-26857	315	60	s.	s.	PROPN
crl-26857	315	61	(	(	PUNCT
crl-26857	315	62	2016	2016	NUM
crl-26857	315	63	)	)	PUNCT
crl-26857	315	64	.	.	PUNCT
crl-26857	316	1	adopting	adopt	VERB
crl-26857	316	2	an	an	DET
crl-26857	316	3	active	active	ADJ
crl-26857	316	4	learning	learning	NOUN
crl-26857	316	5	approach	approach	NOUN
crl-26857	316	6	to	to	ADP
crl-26857	316	7	teaching	teach	VERB
crl-26857	316	8	in	in	ADP
crl-26857	316	9	a	a	DET
crl-26857	316	10	research	research	NOUN
crl-26857	316	11	-	-	PUNCT
crl-26857	316	12	intensive	intensive	ADJ
crl-26857	316	13	higher	high	ADJ
crl-26857	316	14	education	education	NOUN
crl-26857	316	15	context	context	NOUN
crl-26857	316	16	transformed	transform	VERB
crl-26857	316	17	staff	staff	NOUN
crl-26857	316	18	teaching	teach	VERB
crl-26857	316	19	attitudes	attitude	NOUN
crl-26857	316	20	and	and	CCONJ
crl-26857	316	21	behaviours	behaviour	NOUN
crl-26857	316	22	.	.	PUNCT
crl-26857	317	1	higher	high	ADJ
crl-26857	317	2	education	education	PROPN
crl-26857	317	3	research	research	NOUN
crl-26857	317	4	&	&	CCONJ
crl-26857	317	5	development	development	PROPN
crl-26857	317	6	,	,	PUNCT
crl-26857	317	7	35(3	35(3	NUM
crl-26857	317	8	)	)	PUNCT
crl-26857	317	9	,	,	PUNCT
crl-26857	317	10	619–633	619–633	NUM
crl-26857	317	11	.	.	PUNCT
crl-26857	318	1	https://doi.org/10.1080/07294360.2015.1107887	https://doi.org/10.1080/07294360.2015.1107887	VERB
crl-26857	318	2	williams	williams	PROPN
crl-26857	318	3	,	,	PUNCT
crl-26857	318	4	j.	j.	PROPN
crl-26857	318	5	j.	j.	PROPN
crl-26857	318	6	,	,	PUNCT
crl-26857	318	7	&	&	CCONJ
crl-26857	318	8	teal	teal	NOUN
crl-26857	318	9	,	,	PUNCT
crl-26857	318	10	t.	t.	PROPN
crl-26857	318	11	k.	k.	PROPN
crl-26857	318	12	(	(	PUNCT
crl-26857	318	13	2017	2017	NUM
crl-26857	318	14	)	)	PUNCT
crl-26857	318	15	.	.	PUNCT
crl-26857	319	1	a	a	DET
crl-26857	319	2	vision	vision	NOUN
crl-26857	319	3	for	for	ADP
crl-26857	319	4	collaborative	collaborative	ADJ
crl-26857	319	5	training	training	NOUN
crl-26857	319	6	infrastructure	infrastructure	NOUN
crl-26857	319	7	for	for	ADP
crl-26857	319	8	bioinformatics	bioinformatics	NOUN
crl-26857	319	9	:	:	PUNCT
crl-26857	319	10	training	train	VERB
crl-26857	319	11	infrastructure	infrastructure	NOUN
crl-26857	319	12	for	for	ADP
crl-26857	319	13	bioinformatics	bioinformatics	NOUN
crl-26857	319	14	.	.	PUNCT
crl-26857	320	1	annals	annal	NOUN
crl-26857	320	2	of	of	ADP
crl-26857	320	3	the	the	DET
crl-26857	320	4	new	new	PROPN
crl-26857	320	5	york	york	PROPN
crl-26857	320	6	academy	academy	PROPN
crl-26857	320	7	of	of	ADP
crl-26857	320	8	sciences	sciences	PROPN
crl-26857	320	9	,	,	PUNCT
crl-26857	320	10	1387(1	1387(1	NUM
crl-26857	320	11	)	)	PUNCT
crl-26857	320	12	,	,	PUNCT
crl-26857	320	13	54–60	54–60	NUM
crl-26857	320	14	.	.	PUNCT
crl-26857	321	1	https://doi	https://doi	NOUN
crl-26857	321	2	.	.	PUNCT
crl-26857	321	3	org/10.1111	org/10.1111	PROPN
crl-26857	321	4	/	/	SYM
crl-26857	321	5	nyas.13207	nyas.13207	PROPN
crl-26857	321	6	wilson	wilson	PROPN
crl-26857	321	7	,	,	PUNCT
crl-26857	321	8	g.	g.	PROPN
crl-26857	321	9	(	(	PUNCT
crl-26857	321	10	2016	2016	NUM
crl-26857	321	11	)	)	PUNCT
crl-26857	321	12	.	.	PUNCT
crl-26857	322	1	software	software	NOUN
crl-26857	322	2	carpentry	carpentry	PROPN
crl-26857	322	3	:	:	PUNCT
crl-26857	322	4	lessons	lesson	NOUN
crl-26857	322	5	learned	learn	VERB
crl-26857	322	6	.	.	PUNCT
crl-26857	323	1	f1000research	f1000research	VERB
crl-26857	323	2	,	,	PUNCT
crl-26857	323	3	3	3	NUM
crl-26857	323	4	,	,	PUNCT
crl-26857	323	5	62	62	NUM
crl-26857	323	6	.	.	PUNCT
crl-26857	324	1	https://doi.org/10.12688/f1000research.3-62.v2	https://doi.org/10.12688/f1000research.3-62.v2	PROPN
crl-26857	324	2	zeffiro	zeffiro	PROPN
crl-26857	324	3	,	,	PUNCT
crl-26857	324	4	a.	a.	NOUN
crl-26857	324	5	,	,	PUNCT
crl-26857	324	6	brodeur	brodeur	PROPN
crl-26857	324	7	,	,	PUNCT
crl-26857	324	8	j.	j.	PROPN
crl-26857	324	9	j.	j.	PROPN
crl-26857	324	10	,	,	PUNCT
crl-26857	324	11	&	&	CCONJ
crl-26857	324	12	montague	montague	PROPN
crl-26857	324	13	,	,	PUNCT
crl-26857	324	14	a.	a.	NOUN
crl-26857	324	15	(	(	PUNCT
crl-26857	324	16	2022	2022	NUM
crl-26857	324	17	)	)	PUNCT
crl-26857	324	18	.	.	PUNCT
crl-26857	325	1	social	social	ADJ
crl-26857	325	2	,	,	PUNCT
crl-26857	325	3	equitable	equitable	ADJ
crl-26857	325	4	,	,	PUNCT
crl-26857	325	5	collaborative	collaborative	ADJ
crl-26857	325	6	:	:	PUNCT
crl-26857	325	7	10	10	NUM
crl-26857	325	8	years	year	NOUN
crl-26857	325	9	of	of	ADP
crl-26857	325	10	teaching	teaching	NOUN
crl-26857	325	11	and	and	CCONJ
crl-26857	325	12	learning	learn	VERB
crl-26857	325	13	at	at	ADP
crl-26857	325	14	the	the	DET
crl-26857	325	15	sherman	sherman	PROPN
crl-26857	325	16	centre	centre	PROPN
crl-26857	325	17	for	for	ADP
crl-26857	325	18	digital	digital	ADJ
crl-26857	325	19	scholarship	scholarship	NOUN
crl-26857	325	20	.	.	PUNCT
crl-26857	326	1	paul	paul	PROPN
crl-26857	326	2	r.	r.	PROPN
crl-26857	326	3	macpherson	macpherson	PROPN
crl-26857	326	4	institute	institute	PROPN
crl-26857	326	5	for	for	ADP
crl-26857	326	6	teaching	teaching	NOUN
crl-26857	326	7	and	and	CCONJ
crl-26857	326	8	learning	learning	NOUN
crl-26857	326	9	.	.	PUNCT
crl-26857	327	1	https://	https://	PROPN
crl-26857	327	2	macsphere.mcmaster.ca/handle/11375/28154	macsphere.mcmaster.ca/handle/11375/28154	PROPN
crl-26857	327	3	https://doi.org/10.1187/cbe.16-11-0332	https://doi.org/10.1187/cbe.16-11-0332	PROPN
crl-26857	327	4	https://doi.org/10.1187/cbe.16-11-0332	https://doi.org/10.1187/cbe.16-11-0332	PROPN
crl-26857	327	5	https://doi.org/10.5195/jmla.2017.35	https://doi.org/10.5195/jmla.2017.35	PROPN
crl-26857	328	1	https://iase-web.org/documents/serj/serj18(2)_theobold.pdf?1575083627	https://iase-web.org/documents/serj/serj18(2)_theobold.pdf?1575083627	PROPN
crl-26857	328	2	https://iase-web.org/documents/serj/serj18(2)_theobold.pdf?1575083627	https://iase-web.org/documents/serj/serj18(2)_theobold.pdf?1575083627	PROPN
crl-26857	328	3	https://doi.org/10.1080/07294360.2015.1107887	https://doi.org/10.1080/07294360.2015.1107887	PUNCT
crl-26857	328	4	https://doi.org/10.1111/nyas.13207	https://doi.org/10.1111/nyas.13207	NOUN
crl-26857	328	5	https://doi.org/10.1111/nyas.13207	https://doi.org/10.1111/nyas.13207	NOUN
crl-26857	328	6	https://doi.org/10.12688/f1000research.3-62.v2	https://doi.org/10.12688/f1000research.3-62.v2	ADV
crl-26857	328	7	https://doi.org/10.12688/f1000research.3-62.v2	https://doi.org/10.12688/f1000research.3-62.v2	ADV
crl-26857	328	8	https://macsphere.mcmaster.ca/handle/11375/28154	https://macsphere.mcmaster.ca/handle/11375/28154	VERB
crl-26857	328	9	https://macsphere.mcmaster.ca/handle/11375/28154	https://macsphere.mcmaster.ca/handle/11375/28154	VERB