id	sid	tid	token	lemma	pos
cet-2957	1	1	microsoft	microsoft	PROPN
cet-2957	1	2	word	word	PROPN
cet-2957	1	3	66iervolino.docx	66iervolino.docx	NUM
cet-2957	1	4	chemical	chemical	NOUN
cet-2957	1	5	engineering	engineering	NOUN
cet-2957	1	6	transactions	transaction	NOUN
cet-2957	1	7	vol	vol	NOUN
cet-2957	1	8	.	.	PROPN
cet-2957	1	9	65	65	NUM
cet-2957	1	10	,	,	PUNCT
cet-2957	1	11	2018	2018	NUM
cet-2957	1	12	a	a	DET
cet-2957	1	13	publication	publication	NOUN
cet-2957	1	14	of	of	ADP
cet-2957	1	15	the	the	DET
cet-2957	1	16	italian	italian	ADJ
cet-2957	1	17	association	association	NOUN
cet-2957	1	18	of	of	ADP
cet-2957	1	19	chemical	chemical	PROPN
cet-2957	1	20	engineering	engineering	NOUN
cet-2957	1	21	online	online	ADV
cet-2957	1	22	at	at	ADP
cet-2957	1	23	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-2957	1	24	guest	guest	NOUN
cet-2957	1	25	editors	editor	NOUN
cet-2957	1	26	:	:	PUNCT
cet-2957	1	27	eliseo	eliseo	PROPN
cet-2957	1	28	ranzi	ranzi	PROPN
cet-2957	1	29	,	,	PUNCT
cet-2957	1	30	mario	mario	PROPN
cet-2957	1	31	costa	costa	PROPN
cet-2957	1	32	copyright	copyright	NOUN
cet-2957	1	33	©	©	PROPN
cet-2957	1	34	2018	2018	NUM
cet-2957	1	35	,	,	PUNCT
cet-2957	1	36	aidic	aidic	ADJ
cet-2957	1	37	servizi	servizi	PROPN
cet-2957	1	38	s.r.l	s.r.l	PROPN
cet-2957	1	39	.	.	PUNCT
cet-2957	2	1	isbn	isbn	ADJ
cet-2957	2	2	978	978	NUM
cet-2957	2	3	-	-	SYM
cet-2957	2	4	88	88	NUM
cet-2957	2	5	-	-	PUNCT
cet-2957	2	6	9560862	9560862	NUM
cet-2957	2	7	-	-	SYM
cet-2957	2	8	4	4	NUM
cet-2957	2	9	;	;	PUNCT
cet-2957	2	10	issn	issn	PROPN
cet-2957	2	11	2283	2283	NUM
cet-2957	2	12	-	-	SYM
cet-2957	2	13	9216	9216	NUM
cet-2957	2	14	modeling	model	VERB
cet-2957	2	15	the	the	DET
cet-2957	2	16	growth	growth	NOUN
cet-2957	2	17	of	of	ADP
cet-2957	2	18	clostridium	clostridium	NOUN
cet-2957	2	19	beijerinckii	beijerinckii	PROPN
cet-2957	2	20	ncimb	ncimb	PROPN
cet-2957	2	21	8052	8052	NUM
cet-2957	2	22	on	on	ADP
cet-2957	2	23	lignocellulosic	lignocellulosic	ADJ
cet-2957	2	24	sugars	sugar	NOUN
cet-2957	2	25	cansu	cansu	PROPN
cet-2957	2	26	birgen*a	birgen*a	NUM
cet-2957	2	27	,	,	PUNCT
cet-2957	2	28	sidsel	sidsel	NOUN
cet-2957	2	29	markussenb	markussenb	PROPN
cet-2957	2	30	,	,	PUNCT
cet-2957	2	31	alexander	alexander	PROPN
cet-2957	2	32	wentzelb	wentzelb	PROPN
cet-2957	2	33	,	,	PUNCT
cet-2957	2	34	heinz	heinz	PROPN
cet-2957	2	35	a.	a.	NOUN
cet-2957	2	36	preisiga	preisiga	PROPN
cet-2957	2	37	,	,	PUNCT
cet-2957	2	38	bernd	bernd	PROPN
cet-2957	2	39	wittgensb	wittgensb	PROPN
cet-2957	2	40	adepartment	adepartment	PROPN
cet-2957	2	41	of	of	ADP
cet-2957	2	42	chemical	chemical	PROPN
cet-2957	2	43	engineering	engineering	NOUN
cet-2957	2	44	,	,	PUNCT
cet-2957	2	45	ntnu	ntnu	NUM
cet-2957	2	46	,	,	PUNCT
cet-2957	2	47	7491	7491	NUM
cet-2957	2	48	,	,	PUNCT
cet-2957	2	49	trondheim	trondheim	PROPN
cet-2957	2	50	,	,	PUNCT
cet-2957	2	51	norway	norway	PROPN
cet-2957	2	52	bsintef	bsintef	PROPN
cet-2957	2	53	industry	industry	PROPN
cet-2957	2	54	,	,	PUNCT
cet-2957	2	55	7465	7465	NUM
cet-2957	2	56	,	,	PUNCT
cet-2957	2	57	trondheim	trondheim	PROPN
cet-2957	2	58	,	,	PUNCT
cet-2957	2	59	norway	norway	PROPN
cet-2957	2	60	cansu.birgen@ntnu.no	cansu.birgen@ntnu.no	NOUN
cet-2957	2	61	to	to	ADP
cet-2957	2	62	our	our	PRON
cet-2957	2	63	knowledge	knowledge	NOUN
cet-2957	2	64	,	,	PUNCT
cet-2957	2	65	this	this	PRON
cet-2957	2	66	is	be	AUX
cet-2957	2	67	the	the	DET
cet-2957	2	68	first	first	ADJ
cet-2957	2	69	growth	growth	NOUN
cet-2957	2	70	model	model	NOUN
cet-2957	2	71	of	of	ADP
cet-2957	2	72	clostridium	clostridium	NOUN
cet-2957	2	73	beijerinckii	beijerinckii	PROPN
cet-2957	2	74	ncimb	ncimb	PROPN
cet-2957	2	75	8052	8052	NUM
cet-2957	2	76	on	on	ADP
cet-2957	2	77	glucose	glucose	NOUN
cet-2957	2	78	and	and	CCONJ
cet-2957	2	79	xylose	xylose	PROPN
cet-2957	2	80	as	as	ADP
cet-2957	2	81	representative	representative	ADJ
cet-2957	2	82	lignocellulosic	lignocellulosic	ADJ
cet-2957	2	83	sugars	sugar	NOUN
cet-2957	2	84	,	,	PUNCT
cet-2957	2	85	which	which	PRON
cet-2957	2	86	considers	consider	VERB
cet-2957	2	87	the	the	DET
cet-2957	2	88	synergistic	synergistic	ADJ
cet-2957	2	89	effects	effect	NOUN
cet-2957	2	90	of	of	ADP
cet-2957	2	91	sugars	sugar	NOUN
cet-2957	2	92	on	on	ADP
cet-2957	2	93	the	the	DET
cet-2957	2	94	growth	growth	NOUN
cet-2957	2	95	rate	rate	NOUN
cet-2957	2	96	.	.	PUNCT
cet-2957	3	1	we	we	PRON
cet-2957	3	2	fitted	fit	VERB
cet-2957	3	3	models	model	NOUN
cet-2957	3	4	with	with	ADP
cet-2957	3	5	different	different	ADJ
cet-2957	3	6	types	type	NOUN
cet-2957	3	7	of	of	ADP
cet-2957	3	8	interactions	interaction	NOUN
cet-2957	3	9	between	between	ADP
cet-2957	3	10	the	the	DET
cet-2957	3	11	substrates	substrate	NOUN
cet-2957	3	12	to	to	ADP
cet-2957	3	13	the	the	DET
cet-2957	3	14	growth	growth	NOUN
cet-2957	3	15	rate	rate	NOUN
cet-2957	3	16	data	datum	NOUN
cet-2957	3	17	obtained	obtain	VERB
cet-2957	3	18	with	with	ADP
cet-2957	3	19	varying	vary	VERB
cet-2957	3	20	sugar	sugar	NOUN
cet-2957	3	21	concentrations	concentration	NOUN
cet-2957	3	22	.	.	PUNCT
cet-2957	4	1	noncompetitive	noncompetitive	ADJ
cet-2957	4	2	binary	binary	ADJ
cet-2957	4	3	substrate	substrate	NOUN
cet-2957	4	4	growth	growth	NOUN
cet-2957	4	5	model	model	NOUN
cet-2957	4	6	gave	give	VERB
cet-2957	4	7	the	the	DET
cet-2957	4	8	best	good	ADJ
cet-2957	4	9	fit	fit	NOUN
cet-2957	4	10	with	with	ADP
cet-2957	4	11	the	the	DET
cet-2957	4	12	smallest	small	ADJ
cet-2957	4	13	mean	mean	ADJ
cet-2957	4	14	standard	standard	ADJ
cet-2957	4	15	errors	error	NOUN
cet-2957	4	16	(	(	PUNCT
cet-2957	4	17	mse	mse	NOUN
cet-2957	4	18	)	)	PUNCT
cet-2957	4	19	,	,	PUNCT
cet-2957	4	20	and	and	CCONJ
cet-2957	4	21	sum	sum	NOUN
cet-2957	4	22	of	of	ADP
cet-2957	4	23	squares	square	NOUN
cet-2957	4	24	error	error	NOUN
cet-2957	4	25	(	(	PUNCT
cet-2957	4	26	sse	sse	PROPN
cet-2957	4	27	)	)	PUNCT
cet-2957	4	28	,	,	PUNCT
cet-2957	4	29	0.0778	0.0778	NUM
cet-2957	4	30	and	and	CCONJ
cet-2957	4	31	0.0071	0.0071	NUM
cet-2957	4	32	,	,	PUNCT
cet-2957	4	33	respectively	respectively	ADV
cet-2957	4	34	.	.	PUNCT
cet-2957	5	1	confidence	confidence	NOUN
cet-2957	5	2	intervals	interval	NOUN
cet-2957	5	3	for	for	ADP
cet-2957	5	4	the	the	DET
cet-2957	5	5	parameter	parameter	NOUN
cet-2957	5	6	estimates	estimate	NOUN
cet-2957	5	7	showed	show	VERB
cet-2957	5	8	that	that	SCONJ
cet-2957	5	9	the	the	DET
cet-2957	5	10	substrate	substrate	NOUN
cet-2957	5	11	affinity	affinity	NOUN
cet-2957	5	12	constant	constant	ADJ
cet-2957	5	13	for	for	ADP
cet-2957	5	14	xylose	xylose	PROPN
cet-2957	5	15	,	,	PUNCT
cet-2957	5	16	ksx	ksx	PROPN
cet-2957	5	17	(	(	PUNCT
cet-2957	5	18	g	g	NOUN
cet-2957	5	19	/	/	SYM
cet-2957	5	20	l	l	NOUN
cet-2957	5	21	)	)	PUNCT
cet-2957	5	22	had	have	VERB
cet-2957	5	23	the	the	DET
cet-2957	5	24	largest	large	ADJ
cet-2957	5	25	uncertainty	uncertainty	NOUN
cet-2957	5	26	,	,	PUNCT
cet-2957	5	27	while	while	SCONJ
cet-2957	5	28	the	the	DET
cet-2957	5	29	maximum	maximum	ADJ
cet-2957	5	30	specific	specific	ADJ
cet-2957	5	31	growth	growth	NOUN
cet-2957	5	32	rate	rate	NOUN
cet-2957	5	33	on	on	ADP
cet-2957	5	34	xylose	xylose	PROPN
cet-2957	5	35	,	,	PUNCT
cet-2957	5	36	μmaxx	μmaxx	NOUN
cet-2957	5	37	(	(	PUNCT
cet-2957	5	38	h-1	h-1	NOUN
cet-2957	5	39	)	)	PUNCT
cet-2957	5	40	had	have	VERB
cet-2957	5	41	the	the	DET
cet-2957	5	42	smallest	small	ADJ
cet-2957	5	43	.	.	PUNCT
cet-2957	6	1	the	the	DET
cet-2957	6	2	correlation	correlation	NOUN
cet-2957	6	3	matrix	matrix	NOUN
cet-2957	6	4	showed	show	VERB
cet-2957	6	5	that	that	SCONJ
cet-2957	6	6	the	the	DET
cet-2957	6	7	model	model	NOUN
cet-2957	6	8	parameters	parameter	NOUN
cet-2957	6	9	were	be	AUX
cet-2957	6	10	highly	highly	ADV
cet-2957	6	11	correlated	correlate	VERB
cet-2957	6	12	.	.	PUNCT
cet-2957	7	1	carbon	carbon	NOUN
cet-2957	7	2	catabolite	catabolite	ADJ
cet-2957	7	3	repression	repression	NOUN
cet-2957	7	4	(	(	PUNCT
cet-2957	7	5	ccr	ccr	PROPN
cet-2957	7	6	)	)	PUNCT
cet-2957	7	7	effect	effect	NOUN
cet-2957	7	8	on	on	ADP
cet-2957	7	9	the	the	DET
cet-2957	7	10	growth	growth	NOUN
cet-2957	7	11	rate	rate	NOUN
cet-2957	7	12	was	be	AUX
cet-2957	7	13	of	of	ADP
cet-2957	7	14	the	the	DET
cet-2957	7	15	noncompetitive	noncompetitive	ADJ
cet-2957	7	16	type	type	NOUN
cet-2957	7	17	.	.	PUNCT
cet-2957	8	1	validation	validation	NOUN
cet-2957	8	2	with	with	ADP
cet-2957	8	3	other	other	ADJ
cet-2957	8	4	sugar	sugar	NOUN
cet-2957	8	5	concentration	concentration	NOUN
cet-2957	8	6	values	value	NOUN
cet-2957	8	7	is	be	AUX
cet-2957	8	8	necessary	necessary	ADJ
cet-2957	8	9	to	to	PART
cet-2957	8	10	evaluate	evaluate	VERB
cet-2957	8	11	the	the	DET
cet-2957	8	12	prediction	prediction	NOUN
cet-2957	8	13	capability	capability	NOUN
cet-2957	8	14	of	of	ADP
cet-2957	8	15	the	the	DET
cet-2957	8	16	proposed	propose	VERB
cet-2957	8	17	model	model	NOUN
cet-2957	8	18	.	.	PUNCT
cet-2957	9	1	a	a	DET
cet-2957	9	2	transcriptional	transcriptional	ADJ
cet-2957	9	3	study	study	NOUN
cet-2957	9	4	will	will	AUX
cet-2957	9	5	be	be	AUX
cet-2957	9	6	beneficial	beneficial	ADJ
cet-2957	9	7	to	to	PART
cet-2957	9	8	understand	understand	VERB
cet-2957	9	9	global	global	ADJ
cet-2957	9	10	gene	gene	NOUN
cet-2957	9	11	regulation	regulation	NOUN
cet-2957	9	12	mechanisms	mechanism	NOUN
cet-2957	9	13	as	as	ADP
cet-2957	9	14	guidance	guidance	NOUN
cet-2957	9	15	for	for	ADP
cet-2957	9	16	improving	improve	VERB
cet-2957	9	17	the	the	DET
cet-2957	9	18	efficiency	efficiency	NOUN
cet-2957	9	19	of	of	ADP
cet-2957	9	20	lignocellulosic	lignocellulosic	ADJ
cet-2957	9	21	fermentation	fermentation	NOUN
cet-2957	9	22	processes	process	NOUN
cet-2957	9	23	.	.	PUNCT
cet-2957	10	1	1	1	X
cet-2957	10	2	.	.	X
cet-2957	10	3	introduction	introduction	NOUN
cet-2957	10	4	lignocellulosic	lignocellulosic	ADJ
cet-2957	10	5	biomass	biomass	NOUN
cet-2957	10	6	is	be	AUX
cet-2957	10	7	a	a	DET
cet-2957	10	8	promising	promising	ADJ
cet-2957	10	9	feedstock	feedstock	NOUN
cet-2957	10	10	,	,	PUNCT
cet-2957	10	11	since	since	SCONJ
cet-2957	10	12	it	it	PRON
cet-2957	10	13	is	be	AUX
cet-2957	10	14	the	the	DET
cet-2957	10	15	most	most	ADV
cet-2957	10	16	abundant	abundant	ADJ
cet-2957	10	17	renewable	renewable	ADJ
cet-2957	10	18	biomass	biomass	NOUN
cet-2957	10	19	resource	resource	NOUN
cet-2957	10	20	on	on	ADP
cet-2957	10	21	the	the	DET
cet-2957	10	22	planet	planet	NOUN
cet-2957	10	23	.	.	PUNCT
cet-2957	11	1	its	its	PRON
cet-2957	11	2	hydrolysis	hydrolysis	NOUN
cet-2957	11	3	yields	yield	NOUN
cet-2957	11	4	both	both	DET
cet-2957	11	5	hexoses	hexose	NOUN
cet-2957	11	6	and	and	CCONJ
cet-2957	11	7	pentoses	pentose	NOUN
cet-2957	11	8	,	,	PUNCT
cet-2957	11	9	and	and	CCONJ
cet-2957	11	10	the	the	DET
cet-2957	11	11	composition	composition	NOUN
cet-2957	11	12	of	of	ADP
cet-2957	11	13	the	the	DET
cet-2957	11	14	biomass	biomass	NOUN
cet-2957	11	15	depends	depend	VERB
cet-2957	11	16	on	on	ADP
cet-2957	11	17	the	the	DET
cet-2957	11	18	plant	plant	NOUN
cet-2957	11	19	species	specie	NOUN
cet-2957	11	20	,	,	PUNCT
cet-2957	11	21	which	which	PRON
cet-2957	11	22	also	also	ADV
cet-2957	11	23	can	can	AUX
cet-2957	11	24	vary	vary	VERB
cet-2957	11	25	depending	depend	VERB
cet-2957	11	26	on	on	ADP
cet-2957	11	27	age	age	NOUN
cet-2957	11	28	and	and	CCONJ
cet-2957	11	29	growth	growth	NOUN
cet-2957	11	30	conditions	condition	NOUN
cet-2957	11	31	.	.	PUNCT
cet-2957	12	1	jørgensen	jørgensen	PROPN
cet-2957	12	2	et	et	PROPN
cet-2957	12	3	al	al	PROPN
cet-2957	12	4	.	.	PROPN
cet-2957	12	5	,	,	PUNCT
cet-2957	12	6	(	(	PUNCT
cet-2957	12	7	2007	2007	NUM
cet-2957	12	8	)	)	PUNCT
cet-2957	12	9	reported	report	VERB
cet-2957	12	10	a	a	DET
cet-2957	12	11	typical	typical	ADJ
cet-2957	12	12	dry	dry	ADJ
cet-2957	12	13	weight	weight	NOUN
cet-2957	12	14	composition	composition	NOUN
cet-2957	12	15	of	of	ADP
cet-2957	12	16	lignocellulosic	lignocellulosic	ADJ
cet-2957	12	17	biomass	biomass	NOUN
cet-2957	12	18	shown	show	VERB
cet-2957	12	19	in	in	ADP
cet-2957	12	20	table	table	NOUN
cet-2957	12	21	1	1	NUM
cet-2957	12	22	.	.	PUNCT
cet-2957	12	23	table	table	NOUN
cet-2957	12	24	1	1	NUM
cet-2957	12	25	:	:	PUNCT
cet-2957	12	26	typical	typical	ADJ
cet-2957	12	27	dry	dry	ADJ
cet-2957	12	28	weight	weight	NOUN
cet-2957	12	29	of	of	ADP
cet-2957	12	30	lignocellulosic	lignocellulosic	ADJ
cet-2957	12	31	biomass	biomass	NOUN
cet-2957	12	32	(	(	PUNCT
cet-2957	12	33	jørgensen	jørgensen	PROPN
cet-2957	12	34	et	et	PROPN
cet-2957	12	35	al	al	PROPN
cet-2957	12	36	.	.	PROPN
cet-2957	12	37	,	,	PUNCT
cet-2957	12	38	2007	2007	NUM
cet-2957	12	39	)	)	PUNCT
cet-2957	12	40	.	.	PUNCT
cet-2957	13	1	fermentation	fermentation	NOUN
cet-2957	13	2	performance	performance	NOUN
cet-2957	13	3	of	of	ADP
cet-2957	13	4	microorganisms	microorganism	NOUN
cet-2957	13	5	depends	depend	VERB
cet-2957	13	6	on	on	ADP
cet-2957	13	7	their	their	PRON
cet-2957	13	8	capacity	capacity	NOUN
cet-2957	13	9	to	to	PART
cet-2957	13	10	co	co	VERB
cet-2957	13	11	-	-	VERB
cet-2957	13	12	utilize	utilize	VERB
cet-2957	13	13	these	these	DET
cet-2957	13	14	sugars	sugar	NOUN
cet-2957	13	15	in	in	ADP
cet-2957	13	16	the	the	DET
cet-2957	13	17	hydrolysate	hydrolysate	NOUN
cet-2957	13	18	.	.	PUNCT
cet-2957	14	1	however	however	ADV
cet-2957	14	2	,	,	PUNCT
cet-2957	14	3	the	the	DET
cet-2957	14	4	cells	cell	NOUN
cet-2957	14	5	’	’	PART
cet-2957	14	6	efficiency	efficiency	NOUN
cet-2957	14	7	in	in	ADP
cet-2957	14	8	utilizing	utilize	VERB
cet-2957	14	9	different	different	ADJ
cet-2957	14	10	sugars	sugar	NOUN
cet-2957	14	11	in	in	ADP
cet-2957	14	12	mixed	mixed	ADJ
cet-2957	14	13	form	form	NOUN
cet-2957	14	14	tends	tend	VERB
cet-2957	14	15	to	to	PART
cet-2957	14	16	decrease	decrease	VERB
cet-2957	14	17	due	due	ADP
cet-2957	14	18	to	to	ADP
cet-2957	14	19	mechanisms	mechanism	NOUN
cet-2957	14	20	of	of	ADP
cet-2957	14	21	carbon	carbon	NOUN
cet-2957	14	22	catabolite	catabolite	ADJ
cet-2957	14	23	repression	repression	NOUN
cet-2957	14	24	(	(	PUNCT
cet-2957	14	25	ccr	ccr	PROPN
cet-2957	14	26	)	)	PUNCT
cet-2957	14	27	.	.	PUNCT
cet-2957	15	1	ccr	ccr	PROPN
cet-2957	15	2	reduces	reduce	VERB
cet-2957	15	3	or	or	CCONJ
cet-2957	15	4	prevents	prevent	VERB
cet-2957	15	5	the	the	DET
cet-2957	15	6	utilization	utilization	NOUN
cet-2957	15	7	of	of	ADP
cet-2957	15	8	pentose	pentose	NOUN
cet-2957	15	9	sugars	sugar	NOUN
cet-2957	15	10	in	in	ADP
cet-2957	15	11	the	the	DET
cet-2957	15	12	presence	presence	NOUN
cet-2957	15	13	of	of	ADP
cet-2957	15	14	a	a	DET
cet-2957	15	15	preferred	preferred	ADJ
cet-2957	15	16	carbon	carbon	NOUN
cet-2957	15	17	source	source	NOUN
cet-2957	15	18	(	(	PUNCT
cet-2957	15	19	ren	ren	NOUN
cet-2957	15	20	et	et	PROPN
cet-2957	15	21	al	al	PROPN
cet-2957	15	22	.	.	PROPN
cet-2957	15	23	,	,	PUNCT
cet-2957	15	24	2010	2010	NUM
cet-2957	15	25	)	)	PUNCT
cet-2957	15	26	.	.	PUNCT
cet-2957	16	1	there	there	PRON
cet-2957	16	2	are	be	VERB
cet-2957	16	3	ongoing	ongoing	ADJ
cet-2957	16	4	efforts	effort	NOUN
cet-2957	16	5	of	of	ADP
cet-2957	16	6	metabolic	metabolic	NOUN
cet-2957	16	7	engineering	engineering	NOUN
cet-2957	16	8	(	(	PUNCT
cet-2957	16	9	lee	lee	PROPN
cet-2957	16	10	et	et	PROPN
cet-2957	16	11	al	al	PROPN
cet-2957	16	12	.	.	PROPN
cet-2957	16	13	,	,	PUNCT
cet-2957	16	14	2016	2016	NUM
cet-2957	16	15	)	)	PUNCT
cet-2957	16	16	of	of	ADP
cet-2957	16	17	strains	strain	NOUN
cet-2957	16	18	which	which	PRON
cet-2957	16	19	can	can	AUX
cet-2957	16	20	simultaneously	simultaneously	ADV
cet-2957	16	21	utilize	utilize	VERB
cet-2957	16	22	both	both	PRON
cet-2957	16	23	hexose	hexose	ADJ
cet-2957	16	24	and	and	CCONJ
cet-2957	16	25	pentose	pentose	NOUN
cet-2957	16	26	sugars	sugar	NOUN
cet-2957	16	27	.	.	PUNCT
cet-2957	17	1	however	however	ADV
cet-2957	17	2	,	,	PUNCT
cet-2957	17	3	co	co	NOUN
cet-2957	17	4	-	-	NOUN
cet-2957	17	5	utilization	utilization	NOUN
cet-2957	17	6	of	of	ADP
cet-2957	17	7	sugars	sugar	NOUN
cet-2957	17	8	does	do	AUX
cet-2957	17	9	not	not	PART
cet-2957	17	10	guarantee	guarantee	VERB
cet-2957	17	11	that	that	SCONJ
cet-2957	17	12	ccr	ccr	PROPN
cet-2957	17	13	is	be	AUX
cet-2957	17	14	inactive	inactive	ADJ
cet-2957	17	15	(	(	PUNCT
cet-2957	17	16	zhang	zhang	X
cet-2957	17	17	et	et	PROPN
cet-2957	17	18	al	al	PROPN
cet-2957	17	19	.	.	PROPN
cet-2957	17	20	,	,	PUNCT
cet-2957	17	21	2016	2016	NUM
cet-2957	17	22	)	)	PUNCT
cet-2957	17	23	.	.	PUNCT
cet-2957	18	1	thus	thus	ADV
cet-2957	18	2	,	,	PUNCT
cet-2957	18	3	limited	limited	ADJ
cet-2957	18	4	knowledge	knowledge	NOUN
cet-2957	18	5	about	about	ADP
cet-2957	18	6	the	the	DET
cet-2957	18	7	effect	effect	NOUN
cet-2957	18	8	and	and	CCONJ
cet-2957	18	9	extent	extent	NOUN
cet-2957	18	10	of	of	ADP
cet-2957	18	11	ccr	ccr	PROPN
cet-2957	18	12	on	on	ADP
cet-2957	18	13	growth	growth	NOUN
cet-2957	18	14	is	be	AUX
cet-2957	18	15	still	still	ADV
cet-2957	18	16	a	a	DET
cet-2957	18	17	bottleneck	bottleneck	NOUN
cet-2957	18	18	.	.	PUNCT
cet-2957	19	1	our	our	PRON
cet-2957	19	2	earlier	early	ADJ
cet-2957	19	3	study	study	NOUN
cet-2957	19	4	aimed	aim	VERB
cet-2957	19	5	to	to	PART
cet-2957	19	6	deal	deal	VERB
cet-2957	19	7	with	with	ADP
cet-2957	19	8	this	this	DET
cet-2957	19	9	bottleneck	bottleneck	NOUN
cet-2957	19	10	,	,	PUNCT
cet-2957	19	11	and	and	CCONJ
cet-2957	19	12	showed	show	VERB
cet-2957	19	13	that	that	SCONJ
cet-2957	19	14	the	the	DET
cet-2957	19	15	interaction	interaction	NOUN
cet-2957	19	16	between	between	ADP
cet-2957	19	17	sugars	sugar	NOUN
cet-2957	19	18	was	be	AUX
cet-2957	19	19	significant	significant	ADJ
cet-2957	19	20	and	and	CCONJ
cet-2957	19	21	repressive	repressive	ADJ
cet-2957	19	22	for	for	ADP
cet-2957	19	23	growth	growth	NOUN
cet-2957	19	24	(	(	PUNCT
cet-2957	19	25	birgen	birgen	PROPN
cet-2957	19	26	et	et	PROPN
cet-2957	19	27	al	al	PROPN
cet-2957	19	28	.	.	PROPN
cet-2957	19	29	,	,	PUNCT
cet-2957	19	30	2018a	2018a	NUM
cet-2957	19	31	)	)	PUNCT
cet-2957	19	32	.	.	PUNCT
cet-2957	20	1	however	however	ADV
cet-2957	20	2	,	,	PUNCT
cet-2957	20	3	the	the	DET
cet-2957	20	4	type	type	NOUN
cet-2957	20	5	of	of	ADP
cet-2957	20	6	interaction	interaction	NOUN
cet-2957	20	7	remains	remain	VERB
cet-2957	20	8	unknown	unknown	ADJ
cet-2957	20	9	,	,	PUNCT
cet-2957	20	10	and	and	CCONJ
cet-2957	20	11	successful	successful	ADJ
cet-2957	20	12	design	design	NOUN
cet-2957	20	13	of	of	ADP
cet-2957	20	14	lignocellulosic	lignocellulosic	ADJ
cet-2957	20	15	fermentation	fermentation	NOUN
cet-2957	20	16	processes	process	NOUN
cet-2957	20	17	requires	require	VERB
cet-2957	20	18	the	the	DET
cet-2957	20	19	kinetic	kinetic	ADJ
cet-2957	20	20	model	model	NOUN
cet-2957	20	21	for	for	ADP
cet-2957	20	22	accurately	accurately	ADV
cet-2957	20	23	predicting	predict	VERB
cet-2957	20	24	the	the	DET
cet-2957	20	25	cell	cell	NOUN
cet-2957	20	26	mass	mass	NOUN
cet-2957	20	27	growth	growth	NOUN
cet-2957	20	28	.	.	PUNCT
cet-2957	21	1	therefore	therefore	ADV
cet-2957	21	2	,	,	PUNCT
cet-2957	21	3	our	our	PRON
cet-2957	21	4	objective	objective	NOUN
cet-2957	21	5	was	be	AUX
cet-2957	21	6	to	to	PART
cet-2957	21	7	develop	develop	VERB
cet-2957	21	8	a	a	DET
cet-2957	21	9	growth	growth	NOUN
cet-2957	21	10	model	model	NOUN
cet-2957	21	11	for	for	ADP
cet-2957	21	12	clostridium	clostridium	NOUN
cet-2957	21	13	beijerinckii	beijerinckii	PROPN
cet-2957	21	14	ncimb	ncimb	PROPN
cet-2957	21	15	8052	8052	NUM
cet-2957	21	16	on	on	ADP
cet-2957	21	17	glucose	glucose	NOUN
cet-2957	21	18	and	and	CCONJ
cet-2957	21	19	xylose	xylose	PROPN
cet-2957	21	20	as	as	ADP
cet-2957	21	21	representative	representative	ADJ
cet-2957	21	22	lignocellulosic	lignocellulosic	ADJ
cet-2957	21	23	sugars	sugar	NOUN
cet-2957	21	24	.	.	PUNCT
cet-2957	22	1	glucose	glucose	NOUN
cet-2957	22	2	xylose	xylose	PROPN
cet-2957	22	3	arabinose	arabinose	PROPN
cet-2957	22	4	mannose	mannose	PROPN
cet-2957	22	5	lignin	lignin	PROPN
cet-2957	22	6	dry	dry	ADJ
cet-2957	22	7	weight	weight	NOUN
cet-2957	22	8	(	(	PUNCT
cet-2957	22	9	%	%	INTJ
cet-2957	22	10	)	)	PUNCT
cet-2957	22	11	32.2	32.2	NUM
cet-2957	22	12	46.4	46.4	NUM
cet-2957	22	13	4.9	4.9	NUM
cet-2957	22	14	24.9	24.9	NUM
cet-2957	22	15	1.1	1.1	NUM
cet-2957	22	16	2.9	2.9	NUM
cet-2957	22	17	0.3	0.3	NUM
cet-2957	22	18	12	12	NUM
cet-2957	22	19	11.9	11.9	NUM
cet-2957	22	20	29.4	29.4	NUM
cet-2957	22	21	289	289	NUM
cet-2957	22	22	doi	doi	NOUN
cet-2957	22	23	:	:	PUNCT
cet-2957	22	24	10.3303	10.3303	NUM
cet-2957	22	25	/	/	SYM
cet-2957	22	26	cet1865049	cet1865049	NOUN
cet-2957	22	27	please	please	INTJ
cet-2957	22	28	cite	cite	VERB
cet-2957	22	29	this	this	DET
cet-2957	22	30	article	article	NOUN
cet-2957	22	31	as	as	ADP
cet-2957	22	32	:	:	PUNCT
cet-2957	22	33	birgen	birgen	PROPN
cet-2957	22	34	c.	c.	PROPN
cet-2957	22	35	,	,	PUNCT
cet-2957	22	36	markussen	markussen	PROPN
cet-2957	22	37	s.	s.	PROPN
cet-2957	22	38	,	,	PUNCT
cet-2957	22	39	wentzel	wentzel	ADJ
cet-2957	22	40	a.	a.	NOUN
cet-2957	22	41	,	,	PUNCT
cet-2957	22	42	preisig	preisig	PROPN
cet-2957	22	43	h.a	h.a	PROPN
cet-2957	22	44	.	.	PROPN
cet-2957	22	45	,	,	PUNCT
cet-2957	22	46	wittgens	wittgens	PROPN
cet-2957	22	47	b.	b.	PROPN
cet-2957	22	48	,	,	PUNCT
cet-2957	22	49	2018	2018	NUM
cet-2957	22	50	,	,	PUNCT
cet-2957	22	51	modeling	model	VERB
cet-2957	22	52	the	the	DET
cet-2957	22	53	growth	growth	NOUN
cet-2957	22	54	of	of	ADP
cet-2957	22	55	clostridium	clostridium	NOUN
cet-2957	22	56	beijerinckii	beijerinckii	PROPN
cet-2957	22	57	ncimb	ncimb	PROPN
cet-2957	22	58	8052	8052	NUM
cet-2957	22	59	on	on	ADP
cet-2957	22	60	lignocellulosic	lignocellulosic	ADJ
cet-2957	22	61	sugars	sugar	NOUN
cet-2957	22	62	,	,	PUNCT
cet-2957	22	63	chemical	chemical	NOUN
cet-2957	22	64	engineering	engineering	NOUN
cet-2957	22	65	transactions	transaction	NOUN
cet-2957	22	66	,	,	PUNCT
cet-2957	22	67	65	65	NUM
cet-2957	22	68	,	,	PUNCT
cet-2957	22	69	289	289	NUM
cet-2957	22	70	-	-	SYM
cet-2957	22	71	294	294	NUM
cet-2957	22	72	doi	doi	NOUN
cet-2957	22	73	:	:	PUNCT
cet-2957	22	74	10.3303	10.3303	NUM
cet-2957	22	75	/	/	SYM
cet-2957	22	76	cet1865049	cet1865049	PRON
cet-2957	22	77	2	2	NUM
cet-2957	22	78	.	.	PUNCT
cet-2957	22	79	materials	material	NOUN
cet-2957	22	80	and	and	CCONJ
cet-2957	22	81	methods	method	NOUN
cet-2957	22	82	2.1	2.1	NUM
cet-2957	22	83	microorganism	microorganism	NOUN
cet-2957	22	84	and	and	CCONJ
cet-2957	22	85	medium	medium	ADJ
cet-2957	22	86	wild	wild	ADJ
cet-2957	22	87	type	type	NOUN
cet-2957	22	88	clostridium	clostridium	NOUN
cet-2957	22	89	beijerinckii	beijerinckii	PROPN
cet-2957	22	90	ncimb	ncimb	PROPN
cet-2957	22	91	8052	8052	NUM
cet-2957	22	92	was	be	AUX
cet-2957	22	93	used	use	VERB
cet-2957	22	94	in	in	ADP
cet-2957	22	95	this	this	DET
cet-2957	22	96	study	study	NOUN
cet-2957	22	97	as	as	SCONJ
cet-2957	22	98	it	it	PRON
cet-2957	22	99	can	can	AUX
cet-2957	22	100	utilize	utilize	VERB
cet-2957	22	101	both	both	DET
cet-2957	22	102	glucose	glucose	NOUN
cet-2957	22	103	and	and	CCONJ
cet-2957	22	104	xylose	xylose	PROPN
cet-2957	22	105	(	(	PUNCT
cet-2957	22	106	zhang	zhang	X
cet-2957	22	107	et	et	PROPN
cet-2957	22	108	al	al	PROPN
cet-2957	22	109	.	.	PROPN
cet-2957	22	110	,	,	PUNCT
cet-2957	22	111	2012	2012	NUM
cet-2957	22	112	)	)	PUNCT
cet-2957	22	113	.	.	PUNCT
cet-2957	23	1	we	we	PRON
cet-2957	23	2	employed	employ	VERB
cet-2957	23	3	a	a	DET
cet-2957	23	4	two	two	NUM
cet-2957	23	5	-	-	PUNCT
cet-2957	23	6	stage	stage	NOUN
cet-2957	23	7	pre	pre	ADJ
cet-2957	23	8	-	-	ADJ
cet-2957	23	9	culture	culture	ADJ
cet-2957	23	10	strategy	strategy	NOUN
cet-2957	23	11	based	base	VERB
cet-2957	23	12	on	on	ADP
cet-2957	23	13	our	our	PRON
cet-2957	23	14	previous	previous	ADJ
cet-2957	23	15	work	work	NOUN
cet-2957	23	16	(	(	PUNCT
cet-2957	23	17	birgen	birgen	PROPN
cet-2957	23	18	et	et	PROPN
cet-2957	23	19	al	al	PROPN
cet-2957	23	20	.	.	PROPN
cet-2957	23	21	,	,	PUNCT
cet-2957	23	22	2018b	2018b	NUM
cet-2957	23	23	)	)	PUNCT
cet-2957	23	24	,	,	PUNCT
cet-2957	23	25	which	which	PRON
cet-2957	23	26	enables	enable	VERB
cet-2957	23	27	the	the	DET
cet-2957	23	28	culture	culture	NOUN
cet-2957	23	29	to	to	PART
cet-2957	23	30	co	co	VERB
cet-2957	23	31	-	-	VERB
cet-2957	23	32	utilize	utilize	VERB
cet-2957	23	33	glucose	glucose	NOUN
cet-2957	23	34	and	and	CCONJ
cet-2957	23	35	xylose	xylose	PROPN
cet-2957	23	36	.	.	PUNCT
cet-2957	24	1	first	first	ADV
cet-2957	24	2	,	,	PUNCT
cet-2957	24	3	the	the	DET
cet-2957	24	4	cells	cell	NOUN
cet-2957	24	5	stored	store	VERB
cet-2957	24	6	at	at	ADP
cet-2957	24	7	-80	-80	PUNCT
cet-2957	24	8	oc	oc	NOUN
cet-2957	24	9	(	(	PUNCT
cet-2957	24	10	1	1	NUM
cet-2957	24	11	ml	ml	NOUN
cet-2957	24	12	,	,	PUNCT
cet-2957	24	13	20	20	NUM
cet-2957	24	14	%	%	NOUN
cet-2957	24	15	glycerol	glycerol	NOUN
cet-2957	24	16	)	)	PUNCT
cet-2957	24	17	were	be	AUX
cet-2957	24	18	cultivated	cultivate	VERB
cet-2957	24	19	for	for	ADP
cet-2957	24	20	14	14	NUM
cet-2957	24	21	hours	hour	NOUN
cet-2957	24	22	on	on	ADP
cet-2957	24	23	reinforced	reinforce	VERB
cet-2957	24	24	clostridial	clostridial	ADJ
cet-2957	24	25	medium	medium	NOUN
cet-2957	24	26	(	(	PUNCT
cet-2957	24	27	cm0149	cm0149	PROPN
cet-2957	24	28	,	,	PUNCT
cet-2957	24	29	oxoid	oxoid	PROPN
cet-2957	24	30	)	)	PUNCT
cet-2957	24	31	.	.	PUNCT
cet-2957	25	1	then	then	ADV
cet-2957	25	2	,	,	PUNCT
cet-2957	25	3	inoculum	inoculum	NOUN
cet-2957	25	4	from	from	ADP
cet-2957	25	5	the	the	DET
cet-2957	25	6	first	first	ADJ
cet-2957	25	7	stage	stage	NOUN
cet-2957	25	8	of	of	ADP
cet-2957	25	9	the	the	DET
cet-2957	25	10	pre	pre	NOUN
cet-2957	25	11	-	-	NOUN
cet-2957	25	12	growth	growth	NOUN
cet-2957	25	13	was	be	AUX
cet-2957	25	14	cultivated	cultivate	VERB
cet-2957	25	15	in	in	ADP
cet-2957	25	16	the	the	DET
cet-2957	25	17	second	second	ADJ
cet-2957	25	18	fresh	fresh	ADJ
cet-2957	25	19	medium	medium	NOUN
cet-2957	25	20	(	(	PUNCT
cet-2957	25	21	5	5	NUM
cet-2957	25	22	%	%	NOUN
cet-2957	25	23	v	v	NOUN
cet-2957	25	24	/	/	SYM
cet-2957	25	25	v	v	NOUN
cet-2957	25	26	)	)	PUNCT
cet-2957	25	27	.	.	PUNCT
cet-2957	26	1	the	the	DET
cet-2957	26	2	second	second	ADJ
cet-2957	26	3	growth	growth	NOUN
cet-2957	26	4	medium	medium	NOUN
cet-2957	26	5	contained	contain	VERB
cet-2957	26	6	5	5	NUM
cet-2957	26	7	g	g	NOUN
cet-2957	26	8	/	/	SYM
cet-2957	26	9	l	l	NOUN
cet-2957	26	10	xylose	xylose	PROPN
cet-2957	26	11	,	,	PUNCT
cet-2957	26	12	2.5	2.5	NUM
cet-2957	26	13	g	g	NOUN
cet-2957	26	14	/	/	SYM
cet-2957	26	15	l	l	NOUN
cet-2957	26	16	na	na	NOUN
cet-2957	26	17	-	-	NOUN
cet-2957	26	18	acetate	acetate	NOUN
cet-2957	26	19	,	,	PUNCT
cet-2957	26	20	5	5	NUM
cet-2957	26	21	g	g	NOUN
cet-2957	26	22	/	/	SYM
cet-2957	26	23	l	l	NOUN
cet-2957	26	24	yeast	yeast	NOUN
cet-2957	26	25	extract	extract	NOUN
cet-2957	26	26	,	,	PUNCT
cet-2957	26	27	2	2	NUM
cet-2957	26	28	g	g	NOUN
cet-2957	26	29	/	/	SYM
cet-2957	26	30	l	l	NOUN
cet-2957	26	31	(	(	PUNCT
cet-2957	26	32	nh4)2so4	nh4)2so4	ADV
cet-2957	26	33	,	,	PUNCT
cet-2957	26	34	0.01	0.01	NUM
cet-2957	26	35	g	g	NOUN
cet-2957	26	36	/	/	SYM
cet-2957	26	37	l	l	NOUN
cet-2957	26	38	naci	naci	PROPN
cet-2957	26	39	,	,	PUNCT
cet-2957	26	40	0.75	0.75	NUM
cet-2957	26	41	g	g	PROPN
cet-2957	26	42	/	/	SYM
cet-2957	26	43	l	l	NOUN
cet-2957	26	44	kh2po4	kh2po4	NOUN
cet-2957	26	45	,	,	PUNCT
cet-2957	26	46	1.5	1.5	NUM
cet-2957	26	47	g	g	NOUN
cet-2957	26	48	/	/	SYM
cet-2957	26	49	l	l	NOUN
cet-2957	26	50	k2hpo4	k2hpo4	NOUN
cet-2957	26	51	,	,	PUNCT
cet-2957	26	52	0.2	0.2	NUM
cet-2957	26	53	g	g	NOUN
cet-2957	26	54	/	/	SYM
cet-2957	26	55	l	l	NOUN
cet-2957	26	56	mgso4.7h2o	mgso4.7h2o	PROPN
cet-2957	26	57	,	,	PUNCT
cet-2957	26	58	0.01	0.01	NUM
cet-2957	26	59	g	g	NOUN
cet-2957	26	60	/	/	SYM
cet-2957	26	61	l	l	NOUN
cet-2957	26	62	mnso4.h2o	mnso4.h2o	NOUN
cet-2957	26	63	,	,	PUNCT
cet-2957	26	64	0.01	0.01	NUM
cet-2957	26	65	g	g	NOUN
cet-2957	26	66	/	/	SYM
cet-2957	26	67	l	l	NOUN
cet-2957	26	68	feso4.7h2o	feso4.7h2o	PROPN
cet-2957	26	69	,	,	PUNCT
cet-2957	26	70	0.01	0.01	NUM
cet-2957	26	71	g	g	NOUN
cet-2957	26	72	/	/	SYM
cet-2957	26	73	l	l	NOUN
cet-2957	26	74	paminobenzoic	paminobenzoic	ADJ
cet-2957	26	75	acid	acid	NOUN
cet-2957	26	76	,	,	PUNCT
cet-2957	26	77	0.01	0.01	NUM
cet-2957	26	78	g	g	NOUN
cet-2957	26	79	/	/	SYM
cet-2957	26	80	l	l	NOUN
cet-2957	26	81	biotin	biotin	NOUN
cet-2957	26	82	and	and	CCONJ
cet-2957	26	83	0.1	0.1	NUM
cet-2957	26	84	g	g	NOUN
cet-2957	26	85	/	/	SYM
cet-2957	26	86	l	l	NOUN
cet-2957	26	87	thiamine	thiamine	NOUN
cet-2957	26	88	.	.	PUNCT
cet-2957	27	1	after	after	ADP
cet-2957	27	2	6	6	NUM
cet-2957	27	3	hours	hour	NOUN
cet-2957	27	4	of	of	ADP
cet-2957	27	5	growth	growth	NOUN
cet-2957	27	6	on	on	ADP
cet-2957	27	7	the	the	DET
cet-2957	27	8	second	second	ADJ
cet-2957	27	9	medium	medium	NOUN
cet-2957	27	10	,	,	PUNCT
cet-2957	27	11	we	we	PRON
cet-2957	27	12	started	start	VERB
cet-2957	27	13	batch	batch	VERB
cet-2957	27	14	growth	growth	NOUN
cet-2957	27	15	experiments	experiment	NOUN
cet-2957	27	16	by	by	ADP
cet-2957	27	17	inoculating	inoculate	VERB
cet-2957	27	18	medium	medium	ADJ
cet-2957	27	19	flasks	flask	NOUN
cet-2957	27	20	with	with	ADP
cet-2957	27	21	the	the	DET
cet-2957	27	22	culture	culture	NOUN
cet-2957	27	23	grown	grow	VERB
cet-2957	27	24	on	on	ADP
cet-2957	27	25	the	the	DET
cet-2957	27	26	second	second	ADJ
cet-2957	27	27	medium	medium	NOUN
cet-2957	27	28	(	(	PUNCT
cet-2957	27	29	4	4	NUM
cet-2957	27	30	%	%	NOUN
cet-2957	27	31	v	v	ADJ
cet-2957	27	32	/	/	SYM
cet-2957	27	33	v	v	NOUN
cet-2957	27	34	)	)	PUNCT
cet-2957	27	35	.	.	PUNCT
cet-2957	28	1	media	medium	NOUN
cet-2957	28	2	for	for	ADP
cet-2957	28	3	the	the	DET
cet-2957	28	4	batch	batch	NOUN
cet-2957	28	5	growth	growth	NOUN
cet-2957	28	6	experiments	experiment	NOUN
cet-2957	28	7	contained	contain	VERB
cet-2957	28	8	both	both	DET
cet-2957	28	9	glucose	glucose	NOUN
cet-2957	28	10	and	and	CCONJ
cet-2957	28	11	xylose	xylose	PROPN
cet-2957	28	12	,	,	PUNCT
cet-2957	28	13	and	and	CCONJ
cet-2957	28	14	the	the	DET
cet-2957	28	15	rest	rest	NOUN
cet-2957	28	16	of	of	ADP
cet-2957	28	17	the	the	DET
cet-2957	28	18	components	component	NOUN
cet-2957	28	19	were	be	AUX
cet-2957	28	20	the	the	DET
cet-2957	28	21	same	same	ADJ
cet-2957	28	22	as	as	ADP
cet-2957	28	23	in	in	ADP
cet-2957	28	24	the	the	DET
cet-2957	28	25	second	second	ADJ
cet-2957	28	26	growth	growth	NOUN
cet-2957	28	27	medium	medium	NOUN
cet-2957	28	28	.	.	PUNCT
cet-2957	29	1	2.2	2.2	NUM
cet-2957	29	2	batch	batch	NOUN
cet-2957	29	3	growth	growth	NOUN
cet-2957	29	4	experiments	experiment	NOUN
cet-2957	29	5	we	we	PRON
cet-2957	29	6	performed	perform	VERB
cet-2957	29	7	batch	batch	NOUN
cet-2957	29	8	growth	growth	NOUN
cet-2957	29	9	experiments	experiment	NOUN
cet-2957	29	10	in	in	ADP
cet-2957	29	11	120	120	NUM
cet-2957	29	12	ml	ml	NOUN
cet-2957	29	13	serum	serum	NOUN
cet-2957	29	14	flasks	flask	NOUN
cet-2957	29	15	with	with	ADP
cet-2957	29	16	50	50	NUM
cet-2957	29	17	ml	ml	NOUN
cet-2957	29	18	working	work	VERB
cet-2957	29	19	volume	volume	NOUN
cet-2957	29	20	in	in	ADP
cet-2957	29	21	an	an	DET
cet-2957	29	22	incubator	incubator	NOUN
cet-2957	29	23	with	with	ADP
cet-2957	29	24	temperature	temperature	NOUN
cet-2957	29	25	controlled	control	VERB
cet-2957	29	26	at	at	ADP
cet-2957	29	27	37oc	37oc	NUM
cet-2957	29	28	under	under	ADP
cet-2957	29	29	static	static	ADJ
cet-2957	29	30	and	and	CCONJ
cet-2957	29	31	anaerobic	anaerobic	ADJ
cet-2957	29	32	conditions	condition	NOUN
cet-2957	29	33	.	.	PUNCT
cet-2957	30	1	we	we	PRON
cet-2957	30	2	used	use	VERB
cet-2957	30	3	an	an	DET
cet-2957	30	4	inoculum	inoculum	NOUN
cet-2957	30	5	size	size	NOUN
cet-2957	30	6	of	of	ADP
cet-2957	30	7	4	4	NUM
cet-2957	30	8	%	%	NOUN
cet-2957	30	9	v	v	NOUN
cet-2957	30	10	/	/	SYM
cet-2957	30	11	v.	v.	ADP
cet-2957	30	12	no	no	DET
cet-2957	30	13	ph	ph	NOUN
cet-2957	30	14	control	control	NOUN
cet-2957	30	15	was	be	AUX
cet-2957	30	16	applied	apply	VERB
cet-2957	30	17	.	.	PUNCT
cet-2957	31	1	we	we	PRON
cet-2957	31	2	took	take	VERB
cet-2957	31	3	2	2	NUM
cet-2957	31	4	ml	ml	NOUN
cet-2957	31	5	samples	sample	NOUN
cet-2957	31	6	every	every	DET
cet-2957	31	7	2	2	NUM
cet-2957	31	8	hours	hour	NOUN
cet-2957	31	9	from	from	ADP
cet-2957	31	10	the	the	DET
cet-2957	31	11	start	start	NOUN
cet-2957	31	12	of	of	ADP
cet-2957	31	13	the	the	DET
cet-2957	31	14	experiment	experiment	NOUN
cet-2957	31	15	.	.	PUNCT
cet-2957	32	1	experiments	experiment	NOUN
cet-2957	32	2	were	be	AUX
cet-2957	32	3	terminated	terminate	VERB
cet-2957	32	4	after	after	ADP
cet-2957	32	5	6	6	NUM
cet-2957	32	6	hours	hour	NOUN
cet-2957	32	7	when	when	SCONJ
cet-2957	32	8	the	the	DET
cet-2957	32	9	exponential	exponential	ADJ
cet-2957	32	10	growth	growth	NOUN
cet-2957	32	11	phase	phase	NOUN
cet-2957	32	12	ended	end	VERB
cet-2957	32	13	.	.	PUNCT
cet-2957	33	1	2.3	2.3	NUM
cet-2957	33	2	analytical	analytical	ADJ
cet-2957	33	3	methods	method	NOUN
cet-2957	33	4	optical	optical	ADJ
cet-2957	33	5	density	density	NOUN
cet-2957	33	6	(	(	PUNCT
cet-2957	33	7	od	od	NOUN
cet-2957	33	8	)	)	PUNCT
cet-2957	33	9	was	be	AUX
cet-2957	33	10	used	use	VERB
cet-2957	33	11	as	as	ADP
cet-2957	33	12	a	a	DET
cet-2957	33	13	measure	measure	NOUN
cet-2957	33	14	for	for	ADP
cet-2957	33	15	cell	cell	NOUN
cet-2957	33	16	mass	mass	NOUN
cet-2957	33	17	concentration	concentration	NOUN
cet-2957	33	18	,	,	PUNCT
cet-2957	33	19	measured	measure	VERB
cet-2957	33	20	at	at	ADP
cet-2957	33	21	660	660	NUM
cet-2957	33	22	nm	nm	NOUN
cet-2957	33	23	with	with	ADP
cet-2957	33	24	a	a	DET
cet-2957	33	25	uv	uv	NOUN
cet-2957	33	26	-	-	PUNCT
cet-2957	33	27	vis	vis	X
cet-2957	33	28	spectrophotometer	spectrophotometer	NOUN
cet-2957	33	29	uv-1700	uv-1700	PROPN
cet-2957	33	30	(	(	PUNCT
cet-2957	33	31	shimadzu	shimadzu	PROPN
cet-2957	33	32	)	)	PUNCT
cet-2957	33	33	with	with	ADP
cet-2957	33	34	water	water	NOUN
cet-2957	33	35	as	as	ADP
cet-2957	33	36	the	the	DET
cet-2957	33	37	reference	reference	NOUN
cet-2957	33	38	.	.	PUNCT
cet-2957	34	1	we	we	PRON
cet-2957	34	2	diluted	dilute	VERB
cet-2957	34	3	the	the	DET
cet-2957	34	4	samples	sample	NOUN
cet-2957	34	5	exceeding	exceed	VERB
cet-2957	34	6	0.4	0.4	NUM
cet-2957	34	7	od	od	NOUN
cet-2957	34	8	with	with	ADP
cet-2957	34	9	water	water	NOUN
cet-2957	34	10	so	so	SCONJ
cet-2957	34	11	that	that	SCONJ
cet-2957	34	12	the	the	DET
cet-2957	34	13	beer	beer	NOUN
cet-2957	34	14	-	-	PUNCT
cet-2957	34	15	lambert	lambert	NOUN
cet-2957	34	16	law	law	NOUN
cet-2957	34	17	applied	apply	VERB
cet-2957	34	18	.	.	PUNCT
cet-2957	35	1	2.4	2.4	NUM
cet-2957	35	2	estimation	estimation	NOUN
cet-2957	35	3	of	of	ADP
cet-2957	35	4	growth	growth	NOUN
cet-2957	35	5	rate	rate	NOUN
cet-2957	35	6	we	we	PRON
cet-2957	35	7	estimated	estimate	VERB
cet-2957	35	8	the	the	DET
cet-2957	35	9	maximum	maximum	ADJ
cet-2957	35	10	specific	specific	ADJ
cet-2957	35	11	growth	growth	NOUN
cet-2957	35	12	rate	rate	NOUN
cet-2957	35	13	,	,	PUNCT
cet-2957	35	14	µmax	µmax	X
cet-2957	35	15	(	(	PUNCT
cet-2957	35	16	h-1	h-1	NOUN
cet-2957	35	17	)	)	PUNCT
cet-2957	35	18	during	during	ADP
cet-2957	35	19	the	the	DET
cet-2957	35	20	exponential	exponential	ADJ
cet-2957	35	21	growth	growth	NOUN
cet-2957	35	22	phase	phase	NOUN
cet-2957	35	23	where	where	SCONJ
cet-2957	35	24	the	the	DET
cet-2957	35	25	nutrient	nutrient	ADJ
cet-2957	35	26	concentration	concentration	NOUN
cet-2957	35	27	is	be	AUX
cet-2957	35	28	large	large	ADJ
cet-2957	35	29	enough	enough	ADV
cet-2957	35	30	that	that	SCONJ
cet-2957	35	31	the	the	DET
cet-2957	35	32	growth	growth	NOUN
cet-2957	35	33	rate	rate	NOUN
cet-2957	35	34	is	be	AUX
cet-2957	35	35	independent	independent	ADJ
cet-2957	35	36	of	of	ADP
cet-2957	35	37	nutrient	nutrient	ADJ
cet-2957	35	38	concentration	concentration	NOUN
cet-2957	35	39	.	.	PUNCT
cet-2957	36	1	therefore	therefore	ADV
cet-2957	36	2	,	,	PUNCT
cet-2957	36	3	µmax	µmax	X
cet-2957	36	4	is	be	AUX
cet-2957	36	5	equal	equal	ADJ
cet-2957	36	6	to	to	ADP
cet-2957	36	7	the	the	DET
cet-2957	36	8	growth	growth	NOUN
cet-2957	36	9	rate	rate	NOUN
cet-2957	36	10	,	,	PUNCT
cet-2957	36	11	µ	µ	X
cet-2957	36	12	(	(	PUNCT
cet-2957	36	13	h-1	h-1	NOUN
cet-2957	36	14	)	)	PUNCT
cet-2957	36	15	,	,	PUNCT
cet-2957	36	16	which	which	PRON
cet-2957	36	17	is	be	AUX
cet-2957	36	18	shown	show	VERB
cet-2957	36	19	in	in	ADP
cet-2957	36	20	eq(1	eq(1	NOUN
cet-2957	36	21	)	)	PUNCT
cet-2957	36	22	.	.	PUNCT
cet-2957	37	1	dx	dx	PROPN
cet-2957	38	1	dt	dt	X
cet-2957	39	1	=	=	PUNCT
cet-2957	39	2	μx	μx	PROPN
cet-2957	39	3	(	(	PUNCT
cet-2957	39	4	1	1	NUM
cet-2957	39	5	)	)	PUNCT
cet-2957	39	6	where	where	SCONJ
cet-2957	39	7	x	x	PRON
cet-2957	39	8	is	be	AUX
cet-2957	39	9	the	the	DET
cet-2957	39	10	cell	cell	NOUN
cet-2957	39	11	mass	mass	NOUN
cet-2957	39	12	concentration	concentration	NOUN
cet-2957	39	13	(	(	PUNCT
cet-2957	39	14	g	g	NOUN
cet-2957	39	15	/	/	SYM
cet-2957	39	16	l	l	NOUN
cet-2957	39	17	)	)	PUNCT
cet-2957	39	18	and	and	CCONJ
cet-2957	39	19	t	t	PROPN
cet-2957	39	20	is	be	AUX
cet-2957	39	21	time	time	NOUN
cet-2957	39	22	(	(	PUNCT
cet-2957	39	23	h	h	NOUN
cet-2957	39	24	)	)	PUNCT
cet-2957	39	25	.	.	PUNCT
cet-2957	40	1	the	the	DET
cet-2957	40	2	growth	growth	NOUN
cet-2957	40	3	rate	rate	NOUN
cet-2957	40	4	was	be	AUX
cet-2957	40	5	determined	determine	VERB
cet-2957	40	6	during	during	ADP
cet-2957	40	7	the	the	DET
cet-2957	40	8	exponential	exponential	ADJ
cet-2957	40	9	growth	growth	NOUN
cet-2957	40	10	phase	phase	NOUN
cet-2957	40	11	by	by	ADP
cet-2957	40	12	estimating	estimate	VERB
cet-2957	40	13	the	the	DET
cet-2957	40	14	slope	slope	NOUN
cet-2957	40	15	of	of	ADP
cet-2957	40	16	the	the	DET
cet-2957	40	17	od	od	PROPN
cet-2957	40	18	(	(	PUNCT
cet-2957	40	19	660	660	NUM
cet-2957	40	20	nm	nm	NOUN
cet-2957	40	21	)	)	PUNCT
cet-2957	40	22	versus	versus	ADP
cet-2957	40	23	time	time	NOUN
cet-2957	40	24	(	(	PUNCT
cet-2957	40	25	h	h	NOUN
cet-2957	40	26	)	)	PUNCT
cet-2957	40	27	plot	plot	NOUN
cet-2957	40	28	.	.	PUNCT
cet-2957	41	1	2.5	2.5	NUM
cet-2957	41	2	binary	binary	ADJ
cet-2957	41	3	substrate	substrate	NOUN
cet-2957	41	4	growth	growth	NOUN
cet-2957	41	5	models	model	NOUN
cet-2957	41	6	we	we	PRON
cet-2957	41	7	chose	choose	VERB
cet-2957	41	8	the	the	DET
cet-2957	41	9	binary	binary	ADJ
cet-2957	41	10	substrate	substrate	NOUN
cet-2957	41	11	growth	growth	NOUN
cet-2957	41	12	models	model	NOUN
cet-2957	41	13	with	with	ADP
cet-2957	41	14	the	the	DET
cet-2957	41	15	interaction	interaction	NOUN
cet-2957	41	16	term	term	NOUN
cet-2957	41	17	,	,	PUNCT
cet-2957	41	18	since	since	SCONJ
cet-2957	41	19	our	our	PRON
cet-2957	41	20	previous	previous	ADJ
cet-2957	41	21	findings	finding	NOUN
cet-2957	41	22	showed	show	VERB
cet-2957	41	23	that	that	SCONJ
cet-2957	41	24	the	the	DET
cet-2957	41	25	synergistic	synergistic	ADJ
cet-2957	41	26	effect	effect	NOUN
cet-2957	41	27	between	between	ADP
cet-2957	41	28	the	the	DET
cet-2957	41	29	sugars	sugar	NOUN
cet-2957	41	30	has	have	VERB
cet-2957	41	31	a	a	DET
cet-2957	41	32	significant	significant	ADJ
cet-2957	41	33	influence	influence	NOUN
cet-2957	41	34	on	on	ADP
cet-2957	41	35	the	the	DET
cet-2957	41	36	growth	growth	NOUN
cet-2957	41	37	rate	rate	NOUN
cet-2957	41	38	(	(	PUNCT
cet-2957	41	39	birgen	birgen	PROPN
cet-2957	41	40	et	et	PROPN
cet-2957	41	41	al	al	PROPN
cet-2957	41	42	.	.	PROPN
cet-2957	41	43	,	,	PUNCT
cet-2957	41	44	2018a	2018a	NUM
cet-2957	41	45	)	)	PUNCT
cet-2957	41	46	.	.	PUNCT
cet-2957	42	1	moreover	moreover	ADV
cet-2957	42	2	,	,	PUNCT
cet-2957	42	3	we	we	PRON
cet-2957	42	4	chose	choose	VERB
cet-2957	42	5	the	the	DET
cet-2957	42	6	growth	growth	NOUN
cet-2957	42	7	models	model	NOUN
cet-2957	42	8	such	such	ADJ
cet-2957	42	9	that	that	SCONJ
cet-2957	42	10	they	they	PRON
cet-2957	42	11	can	can	AUX
cet-2957	42	12	describe	describe	VERB
cet-2957	42	13	the	the	DET
cet-2957	42	14	key	key	ADJ
cet-2957	42	15	characteristics	characteristic	NOUN
cet-2957	42	16	of	of	ADP
cet-2957	42	17	the	the	DET
cet-2957	42	18	growth	growth	NOUN
cet-2957	42	19	while	while	SCONJ
cet-2957	42	20	avoiding	avoid	VERB
cet-2957	42	21	its	its	PRON
cet-2957	42	22	overparameterization	overparameterization	NOUN
cet-2957	42	23	.	.	PUNCT
cet-2957	43	1	thus	thus	ADV
cet-2957	43	2	,	,	PUNCT
cet-2957	43	3	we	we	PRON
cet-2957	43	4	employed	employ	VERB
cet-2957	43	5	noncompetitive	noncompetitive	ADJ
cet-2957	43	6	,	,	PUNCT
cet-2957	43	7	competitive	competitive	ADJ
cet-2957	43	8	,	,	PUNCT
cet-2957	43	9	uncompetitive	uncompetitive	ADJ
cet-2957	43	10	,	,	PUNCT
cet-2957	43	11	interactive	interactive	ADJ
cet-2957	43	12	and	and	CCONJ
cet-2957	43	13	noninteractive	noninteractive	ADJ
cet-2957	43	14	binary	binary	ADJ
cet-2957	43	15	substrate	substrate	NOUN
cet-2957	43	16	growth	growth	NOUN
cet-2957	43	17	models	model	NOUN
cet-2957	43	18	(	(	PUNCT
cet-2957	43	19	segel	segel	NOUN
cet-2957	43	20	,	,	PUNCT
cet-2957	43	21	1975	1975	NUM
cet-2957	43	22	;	;	PUNCT
cet-2957	43	23	bell	bell	NOUN
cet-2957	43	24	,	,	PUNCT
cet-2957	43	25	1980	1980	NUM
cet-2957	43	26	;	;	PUNCT
cet-2957	43	27	megee	megee	PROPN
cet-2957	43	28	et	et	PROPN
cet-2957	43	29	al	al	PROPN
cet-2957	43	30	.	.	PROPN
cet-2957	43	31	,	,	PUNCT
cet-2957	43	32	1972	1972	NUM
cet-2957	43	33	;	;	PUNCT
cet-2957	43	34	yoon	yoon	PROPN
cet-2957	43	35	et	et	PROPN
cet-2957	43	36	al	al	PROPN
cet-2957	43	37	.	.	PROPN
cet-2957	43	38	,	,	PUNCT
cet-2957	43	39	1977	1977	NUM
cet-2957	43	40	)	)	PUNCT
cet-2957	43	41	.	.	PUNCT
cet-2957	44	1	the	the	DET
cet-2957	44	2	models	model	NOUN
cet-2957	44	3	were	be	AUX
cet-2957	44	4	based	base	VERB
cet-2957	44	5	on	on	ADP
cet-2957	44	6	the	the	DET
cet-2957	44	7	monod	monod	NOUN
cet-2957	44	8	equation	equation	NOUN
cet-2957	44	9	,	,	PUNCT
cet-2957	44	10	and	and	CCONJ
cet-2957	44	11	the	the	DET
cet-2957	44	12	classification	classification	NOUN
cet-2957	44	13	of	of	ADP
cet-2957	44	14	the	the	DET
cet-2957	44	15	interactions	interaction	NOUN
cet-2957	44	16	for	for	ADP
cet-2957	44	17	these	these	DET
cet-2957	44	18	models	model	NOUN
cet-2957	44	19	was	be	AUX
cet-2957	44	20	based	base	VERB
cet-2957	44	21	on	on	ADP
cet-2957	44	22	the	the	DET
cet-2957	44	23	enzyme	enzyme	NOUN
cet-2957	44	24	kinetics	kinetic	NOUN
cet-2957	44	25	(	(	PUNCT
cet-2957	44	26	okpokwasili	okpokwasili	NOUN
cet-2957	44	27	and	and	CCONJ
cet-2957	44	28	nweke	nweke	ADJ
cet-2957	44	29	,	,	PUNCT
cet-2957	44	30	2006	2006	NUM
cet-2957	44	31	)	)	PUNCT
cet-2957	44	32	.	.	PUNCT
cet-2957	45	1	table	table	NOUN
cet-2957	45	2	2	2	NUM
cet-2957	45	3	shows	show	VERB
cet-2957	45	4	the	the	DET
cet-2957	45	5	models	model	NOUN
cet-2957	45	6	we	we	PRON
cet-2957	45	7	used	use	VERB
cet-2957	45	8	,	,	PUNCT
cet-2957	45	9	where	where	SCONJ
cet-2957	45	10	sg	sg	PROPN
cet-2957	45	11	is	be	AUX
cet-2957	45	12	glucose	glucose	NOUN
cet-2957	45	13	concentration	concentration	NOUN
cet-2957	45	14	,	,	PUNCT
cet-2957	45	15	sx	sx	PROPN
cet-2957	45	16	is	be	AUX
cet-2957	45	17	xylose	xylose	PROPN
cet-2957	45	18	concentration	concentration	NOUN
cet-2957	45	19	,	,	PUNCT
cet-2957	45	20	μmaxg	μmaxg	NOUN
cet-2957	45	21	is	be	AUX
cet-2957	45	22	the	the	DET
cet-2957	45	23	maximum	maximum	ADJ
cet-2957	45	24	specific	specific	ADJ
cet-2957	45	25	growth	growth	NOUN
cet-2957	45	26	rate	rate	NOUN
cet-2957	45	27	on	on	ADP
cet-2957	45	28	glucose	glucose	NOUN
cet-2957	45	29	,	,	PUNCT
cet-2957	45	30	μmaxx	μmaxx	NOUN
cet-2957	45	31	is	be	AUX
cet-2957	45	32	the	the	DET
cet-2957	45	33	maximum	maximum	ADJ
cet-2957	45	34	specific	specific	ADJ
cet-2957	45	35	growth	growth	NOUN
cet-2957	45	36	rate	rate	NOUN
cet-2957	45	37	on	on	ADP
cet-2957	45	38	xylose	xylose	PROPN
cet-2957	45	39	,	,	PUNCT
cet-2957	45	40	ksg	ksg	PROPN
cet-2957	45	41	is	be	AUX
cet-2957	45	42	the	the	DET
cet-2957	45	43	substrate	substrate	NOUN
cet-2957	45	44	affinity	affinity	NOUN
cet-2957	45	45	constant	constant	ADJ
cet-2957	45	46	for	for	ADP
cet-2957	45	47	glucose	glucose	NOUN
cet-2957	45	48	and	and	CCONJ
cet-2957	45	49	ksx	ksx	NOUN
cet-2957	45	50	is	be	AUX
cet-2957	45	51	the	the	DET
cet-2957	45	52	substrate	substrate	NOUN
cet-2957	45	53	affinity	affinity	NOUN
cet-2957	45	54	constant	constant	ADJ
cet-2957	45	55	for	for	ADP
cet-2957	45	56	xylose	xylose	PROPN
cet-2957	45	57	.	.	PUNCT
cet-2957	46	1	these	these	PRON
cet-2957	46	2	are	be	AUX
cet-2957	46	3	empirical	empirical	ADJ
cet-2957	46	4	coefficients	coefficient	NOUN
cet-2957	46	5	,	,	PUNCT
cet-2957	46	6	and	and	CCONJ
cet-2957	46	7	due	due	ADP
cet-2957	46	8	to	to	ADP
cet-2957	46	9	their	their	PRON
cet-2957	46	10	dependency	dependency	NOUN
cet-2957	46	11	on	on	ADP
cet-2957	46	12	the	the	DET
cet-2957	46	13	species	specie	NOUN
cet-2957	46	14	,	,	PUNCT
cet-2957	46	15	substrate	substrate	NOUN
cet-2957	46	16	and	and	CCONJ
cet-2957	46	17	environmental	environmental	ADJ
cet-2957	46	18	conditions	condition	NOUN
cet-2957	46	19	,	,	PUNCT
cet-2957	46	20	we	we	PRON
cet-2957	46	21	call	call	VERB
cet-2957	46	22	them	they	PRON
cet-2957	46	23	parameters	parameter	NOUN
cet-2957	46	24	in	in	ADP
cet-2957	46	25	this	this	DET
cet-2957	46	26	study	study	NOUN
cet-2957	46	27	.	.	PUNCT
cet-2957	47	1	we	we	PRON
cet-2957	47	2	fitted	fit	VERB
cet-2957	47	3	the	the	DET
cet-2957	47	4	models	model	NOUN
cet-2957	47	5	given	give	VERB
cet-2957	47	6	in	in	ADP
cet-2957	47	7	table	table	NOUN
cet-2957	47	8	2	2	NUM
cet-2957	47	9	by	by	ADP
cet-2957	47	10	using	use	VERB
cet-2957	47	11	the	the	DET
cet-2957	47	12	matlab	matlab	PROPN
cet-2957	47	13	function	function	NOUN
cet-2957	47	14	nlinfit	nlinfit	NOUN
cet-2957	47	15	for	for	ADP
cet-2957	47	16	nonlinear	nonlinear	ADJ
cet-2957	47	17	regression	regression	NOUN
cet-2957	47	18	,	,	PUNCT
cet-2957	47	19	which	which	PRON
cet-2957	47	20	uses	use	VERB
cet-2957	47	21	the	the	DET
cet-2957	47	22	levenberg	levenberg	PROPN
cet-2957	47	23	-	-	PUNCT
cet-2957	47	24	marquardt	marquardt	PROPN
cet-2957	47	25	nonlinear	nonlinear	PROPN
cet-2957	47	26	least	least	ADJ
cet-2957	47	27	squares	square	NOUN
cet-2957	47	28	algorithm	algorithm	NOUN
cet-2957	47	29	.	.	PUNCT
cet-2957	48	1	the	the	DET
cet-2957	48	2	parameter	parameter	NOUN
cet-2957	48	3	estimates	estimate	NOUN
cet-2957	48	4	minimize	minimize	VERB
cet-2957	48	5	the	the	DET
cet-2957	48	6	least	least	ADJ
cet-2957	48	7	squares	square	NOUN
cet-2957	48	8	equation	equation	NOUN
cet-2957	48	9	,	,	PUNCT
cet-2957	48	10	eq(2	eq(2	PROPN
cet-2957	48	11	)	)	PUNCT
cet-2957	48	12	,	,	PUNCT
cet-2957	48	13	where	where	SCONJ
cet-2957	48	14	f(xi	f(xi	PROPN
cet-2957	48	15	,	,	PUNCT
cet-2957	48	16	b	b	NOUN
cet-2957	48	17	)	)	PUNCT
cet-2957	48	18	is	be	AUX
cet-2957	48	19	the	the	DET
cet-2957	48	20	nonlinear	nonlinear	ADJ
cet-2957	48	21	function	function	NOUN
cet-2957	48	22	,	,	PUNCT
cet-2957	48	23	xi	xi	X
cet-2957	48	24	are	be	AUX
cet-2957	48	25	the	the	DET
cet-2957	48	26	predictors	predictor	NOUN
cet-2957	48	27	for	for	ADP
cet-2957	48	28	ith	ith	PROPN
cet-2957	48	29	observation	observation	NOUN
cet-2957	48	30	,	,	PUNCT
cet-2957	48	31	i	i	PRON
cet-2957	48	32	=	=	NOUN
cet-2957	48	33	1,	1,	NUM
cet-2957	48	34	...	...	PUNCT
cet-2957	48	35	,n	,n	NOUN
cet-2957	48	36	,	,	PUNCT
cet-2957	48	37	and	and	CCONJ
cet-2957	48	38	b	b	X
cet-2957	48	39	are	be	AUX
cet-2957	48	40	the	the	DET
cet-2957	48	41	parameters	parameter	NOUN
cet-2957	48	42	.	.	PUNCT
cet-2957	49	1	�	�	PROPN
cet-2957	50	1	[	[	X
cet-2957	50	2	yi	yi	X
cet-2957	50	3	f(xi	f(xi	PROPN
cet-2957	50	4	,	,	PUNCT
cet-2957	50	5	b)]2	b)]2	PROPN
cet-2957	50	6	n	n	PRON
cet-2957	50	7	i=1	i=1	PROPN
cet-2957	50	8	(	(	PUNCT
cet-2957	50	9	2	2	X
cet-2957	50	10	)	)	PUNCT
cet-2957	50	11	we	we	PRON
cet-2957	50	12	used	use	VERB
cet-2957	50	13	nlparci	nlparci	NOUN
cet-2957	50	14	to	to	PART
cet-2957	50	15	obtain	obtain	VERB
cet-2957	50	16	95	95	NUM
cet-2957	50	17	%	%	NOUN
cet-2957	50	18	confidence	confidence	NOUN
cet-2957	50	19	intervals	interval	NOUN
cet-2957	50	20	for	for	ADP
cet-2957	50	21	the	the	DET
cet-2957	50	22	model	model	NOUN
cet-2957	50	23	parameters	parameter	NOUN
cet-2957	50	24	,	,	PUNCT
cet-2957	50	25	and	and	CCONJ
cet-2957	50	26	the	the	DET
cet-2957	50	27	covb	covb	NOUN
cet-2957	50	28	output	output	NOUN
cet-2957	50	29	argument	argument	NOUN
cet-2957	50	30	of	of	ADP
cet-2957	50	31	nlinfit	nlinfit	NOUN
cet-2957	50	32	to	to	PART
cet-2957	50	33	get	get	VERB
cet-2957	50	34	the	the	DET
cet-2957	50	35	covariance	covariance	NOUN
cet-2957	50	36	matrix	matrix	NOUN
cet-2957	50	37	,	,	PUNCT
cet-2957	50	38	which	which	PRON
cet-2957	50	39	we	we	PRON
cet-2957	50	40	then	then	ADV
cet-2957	50	41	converted	convert	VERB
cet-2957	50	42	to	to	ADP
cet-2957	50	43	a	a	DET
cet-2957	50	44	correlation	correlation	NOUN
cet-2957	50	45	matrix	matrix	NOUN
cet-2957	50	46	by	by	ADP
cet-2957	50	47	using	use	VERB
cet-2957	50	48	corrcov	corrcov	ADJ
cet-2957	50	49	function	function	NOUN
cet-2957	50	50	.	.	PUNCT
cet-2957	51	1	we	we	PRON
cet-2957	51	2	used	use	VERB
cet-2957	51	3	the	the	DET
cet-2957	51	4	r	r	NOUN
cet-2957	51	5	argument	argument	NOUN
cet-2957	51	6	of	of	ADP
cet-2957	51	7	the	the	DET
cet-2957	51	8	nlinfit	nlinfit	NOUN
cet-2957	51	9	function	function	NOUN
cet-2957	51	10	to	to	PART
cet-2957	51	11	get	get	VERB
cet-2957	51	12	raw	raw	ADJ
cet-2957	51	13	residuals	residual	NOUN
cet-2957	51	14	data	datum	NOUN
cet-2957	51	15	to	to	PART
cet-2957	51	16	visualize	visualize	VERB
cet-2957	51	17	the	the	DET
cet-2957	51	18	difference	difference	NOUN
cet-2957	51	19	between	between	ADP
cet-2957	51	20	the	the	DET
cet-2957	51	21	simulated	simulate	VERB
cet-2957	51	22	and	and	CCONJ
cet-2957	51	23	observed	observed	ADJ
cet-2957	51	24	values	value	NOUN
cet-2957	51	25	of	of	ADP
cet-2957	51	26	the	the	DET
cet-2957	51	27	growth	growth	NOUN
cet-2957	51	28	rate	rate	NOUN
cet-2957	51	29	.	.	PUNCT
cet-2957	52	1	290	290	NUM
cet-2957	52	2	3	3	NUM
cet-2957	52	3	.	.	PUNCT
cet-2957	52	4	results	result	VERB
cet-2957	52	5	3.1	3.1	NUM
cet-2957	52	6	model	model	NOUN
cet-2957	52	7	fitting	fit	VERB
cet-2957	52	8	we	we	PRON
cet-2957	52	9	used	use	VERB
cet-2957	52	10	the	the	DET
cet-2957	52	11	growth	growth	NOUN
cet-2957	52	12	rate	rate	NOUN
cet-2957	52	13	data	datum	NOUN
cet-2957	52	14	obtained	obtain	VERB
cet-2957	52	15	in	in	ADP
cet-2957	52	16	our	our	PRON
cet-2957	52	17	previous	previous	ADJ
cet-2957	52	18	work	work	NOUN
cet-2957	52	19	(	(	PUNCT
cet-2957	52	20	birgen	birgen	PROPN
cet-2957	52	21	et	et	PROPN
cet-2957	52	22	al	al	PROPN
cet-2957	52	23	.	.	PROPN
cet-2957	52	24	,	,	PUNCT
cet-2957	52	25	2018a	2018a	NUM
cet-2957	52	26	)	)	PUNCT
cet-2957	52	27	for	for	ADP
cet-2957	52	28	model	model	NOUN
cet-2957	52	29	fitting	fitting	ADJ
cet-2957	52	30	.	.	PUNCT
cet-2957	53	1	the	the	DET
cet-2957	53	2	dataset	dataset	NOUN
cet-2957	53	3	of	of	ADP
cet-2957	53	4	the	the	DET
cet-2957	53	5	observed	observed	ADJ
cet-2957	53	6	values	value	NOUN
cet-2957	53	7	consisted	consist	VERB
cet-2957	53	8	of	of	ADP
cet-2957	53	9	16	16	NUM
cet-2957	53	10	data	datum	NOUN
cet-2957	53	11	points	point	NOUN
cet-2957	53	12	,	,	PUNCT
cet-2957	53	13	which	which	PRON
cet-2957	53	14	was	be	AUX
cet-2957	53	15	the	the	DET
cet-2957	53	16	result	result	NOUN
cet-2957	53	17	of	of	ADP
cet-2957	53	18	a	a	DET
cet-2957	53	19	central	central	ADJ
cet-2957	53	20	composite	composite	ADJ
cet-2957	53	21	design	design	NOUN
cet-2957	53	22	of	of	ADP
cet-2957	53	23	experiments	experiment	NOUN
cet-2957	53	24	to	to	PART
cet-2957	53	25	understand	understand	VERB
cet-2957	53	26	the	the	DET
cet-2957	53	27	effect	effect	NOUN
cet-2957	53	28	of	of	ADP
cet-2957	53	29	glucose	glucose	NOUN
cet-2957	53	30	and	and	CCONJ
cet-2957	53	31	xylose	xylose	PROPN
cet-2957	53	32	concentrations	concentration	NOUN
cet-2957	53	33	on	on	ADP
cet-2957	53	34	the	the	DET
cet-2957	53	35	growth	growth	NOUN
cet-2957	53	36	rate	rate	NOUN
cet-2957	53	37	and	and	CCONJ
cet-2957	53	38	the	the	DET
cet-2957	53	39	synergistic	synergistic	ADJ
cet-2957	53	40	effects	effect	NOUN
cet-2957	53	41	between	between	ADP
cet-2957	53	42	them	they	PRON
cet-2957	53	43	.	.	PUNCT
cet-2957	54	1	glucose	glucose	NOUN
cet-2957	54	2	and	and	CCONJ
cet-2957	54	3	xylose	xylose	PROPN
cet-2957	54	4	concentrations	concentration	NOUN
cet-2957	54	5	,	,	PUNCT
cet-2957	54	6	sg	sg	PROPN
cet-2957	54	7	and	and	CCONJ
cet-2957	54	8	sx	sx	PROPN
cet-2957	54	9	are	be	AUX
cet-2957	54	10	predictor	predictor	NOUN
cet-2957	54	11	variables	variable	NOUN
cet-2957	54	12	and	and	CCONJ
cet-2957	54	13	the	the	DET
cet-2957	54	14	growth	growth	NOUN
cet-2957	54	15	rate	rate	NOUN
cet-2957	54	16	,	,	PUNCT
cet-2957	54	17	μ	μ	PROPN
cet-2957	54	18	is	be	AUX
cet-2957	54	19	the	the	DET
cet-2957	54	20	response	response	NOUN
cet-2957	54	21	variable	variable	ADJ
cet-2957	54	22	.	.	PUNCT
cet-2957	55	1	table	table	NOUN
cet-2957	55	2	2	2	NUM
cet-2957	55	3	shows	show	VERB
cet-2957	55	4	fit	fit	ADJ
cet-2957	55	5	results	result	NOUN
cet-2957	55	6	in	in	ADP
cet-2957	55	7	terms	term	NOUN
cet-2957	55	8	of	of	ADP
cet-2957	55	9	degrees	degree	NOUN
cet-2957	55	10	of	of	ADP
cet-2957	55	11	freedom	freedom	NOUN
cet-2957	55	12	of	of	ADP
cet-2957	55	13	error	error	NOUN
cet-2957	55	14	(	(	PUNCT
cet-2957	55	15	dfe	dfe	PROPN
cet-2957	55	16	)	)	PUNCT
cet-2957	55	17	,	,	PUNCT
cet-2957	55	18	mean	mean	VERB
cet-2957	55	19	standard	standard	ADJ
cet-2957	55	20	errors	error	NOUN
cet-2957	55	21	(	(	PUNCT
cet-2957	55	22	mse	mse	NOUN
cet-2957	55	23	)	)	PUNCT
cet-2957	55	24	,	,	PUNCT
cet-2957	55	25	and	and	CCONJ
cet-2957	55	26	sum	sum	NOUN
cet-2957	55	27	of	of	ADP
cet-2957	55	28	squares	square	NOUN
cet-2957	55	29	error	error	NOUN
cet-2957	55	30	(	(	PUNCT
cet-2957	55	31	sse	sse	NOUN
cet-2957	55	32	)	)	PUNCT
cet-2957	55	33	for	for	ADP
cet-2957	55	34	the	the	DET
cet-2957	55	35	chosen	choose	VERB
cet-2957	55	36	binary	binary	ADJ
cet-2957	55	37	substrate	substrate	NOUN
cet-2957	55	38	growth	growth	NOUN
cet-2957	55	39	models	model	NOUN
cet-2957	55	40	.	.	PUNCT
cet-2957	56	1	table	table	NOUN
cet-2957	56	2	2	2	NUM
cet-2957	56	3	:	:	PUNCT
cet-2957	56	4	fit	fit	ADJ
cet-2957	56	5	results	result	NOUN
cet-2957	56	6	for	for	ADP
cet-2957	56	7	binary	binary	ADJ
cet-2957	56	8	substrate	substrate	NOUN
cet-2957	56	9	growth	growth	NOUN
cet-2957	56	10	models	model	NOUN
cet-2957	56	11	.	.	PUNCT
cet-2957	57	1	fit	fit	ADJ
cet-2957	57	2	results	result	NOUN
cet-2957	57	3	showed	show	VERB
cet-2957	57	4	that	that	SCONJ
cet-2957	57	5	the	the	DET
cet-2957	57	6	noncompetitive	noncompetitive	ADJ
cet-2957	57	7	binary	binary	ADJ
cet-2957	57	8	substrate	substrate	NOUN
cet-2957	57	9	growth	growth	NOUN
cet-2957	57	10	model	model	NOUN
cet-2957	57	11	delivered	deliver	VERB
cet-2957	57	12	the	the	DET
cet-2957	57	13	smallest	small	ADJ
cet-2957	57	14	sse	sse	NOUN
cet-2957	57	15	and	and	CCONJ
cet-2957	57	16	mse	mse	NOUN
cet-2957	57	17	values	value	NOUN
cet-2957	57	18	,	,	PUNCT
cet-2957	57	19	0.0778	0.0778	NUM
cet-2957	57	20	and	and	CCONJ
cet-2957	57	21	0.0071	0.0071	NUM
cet-2957	57	22	,	,	PUNCT
cet-2957	57	23	respectively	respectively	ADV
cet-2957	57	24	.	.	PUNCT
cet-2957	58	1	eq(3	eq(3	NOUN
cet-2957	58	2	)	)	PUNCT
cet-2957	58	3	shows	show	VERB
cet-2957	58	4	the	the	DET
cet-2957	58	5	resulting	result	VERB
cet-2957	58	6	model	model	NOUN
cet-2957	58	7	with	with	ADP
cet-2957	58	8	the	the	DET
cet-2957	58	9	estimated	estimate	VERB
cet-2957	58	10	parameters	parameter	NOUN
cet-2957	58	11	.	.	PUNCT
cet-2957	59	1	we	we	PRON
cet-2957	59	2	found	find	VERB
cet-2957	59	3	the	the	DET
cet-2957	59	4	quality	quality	NOUN
cet-2957	59	5	of	of	ADP
cet-2957	59	6	the	the	DET
cet-2957	59	7	fit	fit	ADJ
cet-2957	59	8	satisfactory	satisfactory	NOUN
cet-2957	59	9	.	.	PUNCT
cet-2957	60	1	μ(sg	μ(sg	PROPN
cet-2957	60	2	,	,	PUNCT
cet-2957	60	3	sx)=	sx)=	NUM
cet-2957	60	4	1.435*sg	1.435*sg	NUM
cet-2957	60	5	(	(	PUNCT
cet-2957	60	6	1.236+sg	1.236+sg	NUM
cet-2957	60	7	)	)	PUNCT
cet-2957	60	8	*	*	PUNCT
cet-2957	60	9	�	�	PROPN
cet-2957	60	10	1	1	NUM
cet-2957	60	11	+	+	NOUN
cet-2957	60	12	sx	sx	PROPN
cet-2957	60	13	4.601	4.601	NUM
cet-2957	60	14	�	�	PROPN
cet-2957	61	1	+	+	CCONJ
cet-2957	61	2	1.508*sx	1.508*sx	NUM
cet-2957	61	3	(	(	PUNCT
cet-2957	61	4	4.601+sx	4.601+sx	NOUN
cet-2957	61	5	)	)	PUNCT
cet-2957	61	6	*	*	PUNCT
cet-2957	61	7	�	�	PROPN
cet-2957	61	8	1	1	NUM
cet-2957	61	9	+	+	NUM
cet-2957	61	10	sg	sg	ADP
cet-2957	61	11	1.236	1.236	NUM
cet-2957	61	12	�	�	PROPN
cet-2957	61	13	(	(	PUNCT
cet-2957	61	14	3	3	NUM
cet-2957	61	15	)	)	PUNCT
cet-2957	61	16	the	the	DET
cet-2957	61	17	model	model	NOUN
cet-2957	61	18	simulations	simulation	NOUN
cet-2957	61	19	together	together	ADV
cet-2957	61	20	with	with	ADP
cet-2957	61	21	the	the	DET
cet-2957	61	22	observed	observed	ADJ
cet-2957	61	23	values	value	NOUN
cet-2957	61	24	,	,	PUNCT
cet-2957	61	25	the	the	DET
cet-2957	61	26	resulting	result	VERB
cet-2957	61	27	plot	plot	NOUN
cet-2957	61	28	a	a	NOUN
cet-2957	61	29	)	)	PUNCT
cet-2957	61	30	and	and	CCONJ
cet-2957	61	31	its	its	PRON
cet-2957	61	32	residuals	residual	NOUN
cet-2957	61	33	plot	plot	NOUN
cet-2957	61	34	b	b	NOUN
cet-2957	61	35	)	)	PUNCT
cet-2957	61	36	are	be	AUX
cet-2957	61	37	presented	present	VERB
cet-2957	61	38	in	in	ADP
cet-2957	61	39	figure	figure	NOUN
cet-2957	61	40	1	1	NUM
cet-2957	61	41	.	.	PUNCT
cet-2957	62	1	figure	figure	NOUN
cet-2957	62	2	1	1	NUM
cet-2957	62	3	:	:	PUNCT
cet-2957	62	4	simulation	simulation	NOUN
cet-2957	62	5	of	of	ADP
cet-2957	62	6	the	the	DET
cet-2957	62	7	noncompetitive	noncompetitive	ADJ
cet-2957	62	8	binary	binary	ADJ
cet-2957	62	9	substrate	substrate	NOUN
cet-2957	62	10	growth	growth	NOUN
cet-2957	62	11	model	model	NOUN
cet-2957	62	12	a	a	NOUN
cet-2957	62	13	)	)	PUNCT
cet-2957	62	14	and	and	CCONJ
cet-2957	62	15	residuals	residual	VERB
cet-2957	62	16	plot	plot	NOUN
cet-2957	62	17	of	of	ADP
cet-2957	62	18	glucose	glucose	NOUN
cet-2957	62	19	and	and	CCONJ
cet-2957	62	20	xylose	xylose	PROPN
cet-2957	62	21	concentrations	concentration	NOUN
cet-2957	62	22	versus	versus	ADP
cet-2957	62	23	growth	growth	NOUN
cet-2957	62	24	rate	rate	NOUN
cet-2957	62	25	b	b	NOUN
cet-2957	62	26	)	)	PUNCT
cet-2957	62	27	.	.	PUNCT
cet-2957	63	1	model	model	NOUN
cet-2957	63	2	model	model	PROPN
cet-2957	63	3	type	type	PROPN
cet-2957	63	4	dfe	dfe	PROPN
cet-2957	63	5	sse	sse	PROPN
cet-2957	63	6	mse	mse	PROPN
cet-2957	63	7	reference	reference	PROPN
cet-2957	63	8	μ=	μ=	NOUN
cet-2957	63	9	μmaxg*sg	μmaxg*sg	PROPN
cet-2957	63	10	(	(	PUNCT
cet-2957	63	11	ksg+sg)*	ksg+sg)*	X
cet-2957	63	12	�	�	PROPN
cet-2957	63	13	1	1	NUM
cet-2957	63	14	+	+	NUM
cet-2957	63	15	sx	sx	PROPN
cet-2957	63	16	ksx	ksx	PROPN
cet-2957	63	17	�	�	PROPN
cet-2957	63	18	+	+	CCONJ
cet-2957	63	19	μmaxx*sx	μmaxx*sx	NUM
cet-2957	63	20	(	(	PUNCT
cet-2957	63	21	ksx+sx)*	ksx+sx)*	PROPN
cet-2957	63	22	�	�	PROPN
cet-2957	63	23	1	1	NUM
cet-2957	63	24	+	+	NUM
cet-2957	63	25	sg	sg	PROPN
cet-2957	63	26	ksg	ksg	PROPN
cet-2957	63	27	�	�	PROPN
cet-2957	63	28	noncompetitive	noncompetitive	ADJ
cet-2957	63	29	11	11	NUM
cet-2957	63	30	0.0778	0.0778	NUM
cet-2957	63	31	0.0071	0.0071	NUM
cet-2957	63	32	segel	segel	NOUN
cet-2957	63	33	,	,	PUNCT
cet-2957	63	34	1975	1975	NUM
cet-2957	63	35	μ=	μ=	NOUN
cet-2957	63	36	μmaxg*sg	μmaxg*sg	PROPN
cet-2957	63	37	ksg+sg	ksg+sg	PROPN
cet-2957	63	38	*	*	SYM
cet-2957	63	39	�	�	PROPN
cet-2957	63	40	1	1	NUM
cet-2957	63	41	+	+	NUM
cet-2957	63	42	sx	sx	PROPN
cet-2957	63	43	ksx	ksx	PROPN
cet-2957	63	44	�	�	PROPN
cet-2957	63	45	+	+	CCONJ
cet-2957	63	46	μmaxx*sx	μmaxx*sx	NUM
cet-2957	63	47	ksx+sx	ksx+sx	PROPN
cet-2957	63	48	*	*	SYM
cet-2957	63	49	�	�	PROPN
cet-2957	63	50	1	1	NUM
cet-2957	63	51	+	+	NUM
cet-2957	63	52	sg	sg	PROPN
cet-2957	63	53	ksg	ksg	PROPN
cet-2957	63	54	�	�	PROPN
cet-2957	63	55	uncompetitive	uncompetitive	ADJ
cet-2957	63	56	12	12	NUM
cet-2957	63	57	0.1516	0.1516	NUM
cet-2957	63	58	0.0126	0.0126	NUM
cet-2957	63	59	segel	segel	NOUN
cet-2957	63	60	,	,	PUNCT
cet-2957	63	61	1975	1975	NUM
cet-2957	63	62	μ=	μ=	NOUN
cet-2957	63	63	μmax*sg*sx	μmax*sg*sx	NUM
cet-2957	63	64	(	(	PUNCT
cet-2957	63	65	ksg+sg)*(ksx+sx	ksg+sg)*(ksx+sx	NOUN
cet-2957	63	66	)	)	PUNCT
cet-2957	63	67	interactive	interactive	VERB
cet-2957	63	68	13	13	NUM
cet-2957	63	69	0.1867	0.1867	NUM
cet-2957	63	70	0.0144	0.0144	NUM
cet-2957	63	71	megee	megee	NOUN
cet-2957	63	72	et	et	PROPN
cet-2957	63	73	al	al	PROPN
cet-2957	63	74	.	.	PROPN
cet-2957	63	75	,	,	PUNCT
cet-2957	63	76	1972	1972	NUM
cet-2957	63	77	μ=	μ=	NOUN
cet-2957	63	78	μmaxg*sg	μmaxg*sg	NOUN
cet-2957	63	79	ksg+sg	ksg+sg	NOUN
cet-2957	63	80	+	+	CCONJ
cet-2957	63	81	μmaxx*sx	μmaxx*sx	VERB
cet-2957	63	82	ksx+sx	ksx+sx	NOUN
cet-2957	63	83	noninteractive	noninteractive	ADJ
cet-2957	63	84	12	12	NUM
cet-2957	63	85	0.1847	0.1847	NUM
cet-2957	63	86	0.0154	0.0154	NUM
cet-2957	63	87	bell	bell	NOUN
cet-2957	63	88	,	,	PUNCT
cet-2957	63	89	1980	1980	NUM
cet-2957	63	90	μ=	μ=	NOUN
cet-2957	63	91	μmaxg*sg	μmaxg*sg	NUM
cet-2957	63	92	ksg+sg+sx*	ksg+sg+sx*	PROPN
cet-2957	63	93	�	�	PROPN
cet-2957	63	94	ksg	ksg	PROPN
cet-2957	63	95	ksx	ksx	PROPN
cet-2957	63	96	�	�	PROPN
cet-2957	63	97	+	+	CCONJ
cet-2957	63	98	μmaxx*sx	μmaxx*sx	VERB
cet-2957	63	99	ksx+sx+sg*	ksx+sx+sg*	NOUN
cet-2957	63	100	�	�	PROPN
cet-2957	63	101	ksx	ksx	PROPN
cet-2957	63	102	ksg	ksg	PROPN
cet-2957	63	103	�	�	PROPN
cet-2957	63	104	competitive	competitive	ADJ
cet-2957	63	105	12	12	NUM
cet-2957	63	106	0.1928	0.1928	NUM
cet-2957	63	107	0.0161	0.0161	NUM
cet-2957	63	108	yoon	yoon	PROPN
cet-2957	63	109	et	et	PROPN
cet-2957	63	110	al	al	PROPN
cet-2957	63	111	.	.	PROPN
cet-2957	63	112	,	,	PUNCT
cet-2957	63	113	1977	1977	NUM
cet-2957	63	114	291	291	NUM
cet-2957	63	115	figure	figure	NOUN
cet-2957	63	116	1	1	NUM
cet-2957	63	117	a	a	NOUN
cet-2957	63	118	)	)	PUNCT
cet-2957	63	119	shows	show	VERB
cet-2957	63	120	that	that	SCONJ
cet-2957	63	121	a	a	DET
cet-2957	63	122	minimum	minimum	ADJ
cet-2957	63	123	response	response	NOUN
cet-2957	63	124	,	,	PUNCT
cet-2957	63	125	the	the	DET
cet-2957	63	126	growth	growth	NOUN
cet-2957	63	127	rate	rate	NOUN
cet-2957	63	128	,	,	PUNCT
cet-2957	63	129	appeared	appear	VERB
cet-2957	63	130	when	when	SCONJ
cet-2957	63	131	both	both	DET
cet-2957	63	132	glucose	glucose	NOUN
cet-2957	63	133	and	and	CCONJ
cet-2957	63	134	xylose	xylose	PROPN
cet-2957	63	135	concentrations	concentration	NOUN
cet-2957	63	136	were	be	AUX
cet-2957	63	137	zero	zero	NUM
cet-2957	63	138	,	,	PUNCT
cet-2957	63	139	since	since	SCONJ
cet-2957	63	140	cells	cell	NOUN
cet-2957	63	141	can	can	AUX
cet-2957	63	142	not	not	PART
cet-2957	63	143	grow	grow	VERB
cet-2957	63	144	without	without	ADP
cet-2957	63	145	any	any	DET
cet-2957	63	146	carbon	carbon	NOUN
cet-2957	63	147	source	source	NOUN
cet-2957	63	148	.	.	PUNCT
cet-2957	64	1	when	when	SCONJ
cet-2957	64	2	glucose	glucose	NOUN
cet-2957	64	3	was	be	AUX
cet-2957	64	4	the	the	DET
cet-2957	64	5	sole	sole	ADJ
cet-2957	64	6	sugar	sugar	NOUN
cet-2957	64	7	,	,	PUNCT
cet-2957	64	8	the	the	DET
cet-2957	64	9	growth	growth	NOUN
cet-2957	64	10	rate	rate	NOUN
cet-2957	64	11	increased	increase	VERB
cet-2957	64	12	as	as	SCONJ
cet-2957	64	13	its	its	PRON
cet-2957	64	14	concentration	concentration	NOUN
cet-2957	64	15	increased	increase	VERB
cet-2957	64	16	,	,	PUNCT
cet-2957	64	17	and	and	CCONJ
cet-2957	64	18	a	a	DET
cet-2957	64	19	maximum	maximum	ADJ
cet-2957	64	20	growth	growth	NOUN
cet-2957	64	21	rate	rate	NOUN
cet-2957	64	22	value	value	NOUN
cet-2957	64	23	was	be	AUX
cet-2957	64	24	obtained	obtain	VERB
cet-2957	64	25	at	at	ADP
cet-2957	64	26	its	its	PRON
cet-2957	64	27	highest	high	ADJ
cet-2957	64	28	concentration	concentration	NOUN
cet-2957	64	29	.	.	PUNCT
cet-2957	65	1	even	even	ADV
cet-2957	65	2	though	though	SCONJ
cet-2957	65	3	the	the	DET
cet-2957	65	4	growth	growth	NOUN
cet-2957	65	5	rate	rate	NOUN
cet-2957	65	6	was	be	AUX
cet-2957	65	7	lower	low	ADJ
cet-2957	65	8	for	for	ADP
cet-2957	65	9	xylose	xylose	PROPN
cet-2957	65	10	than	than	ADP
cet-2957	65	11	for	for	ADP
cet-2957	65	12	glucose	glucose	NOUN
cet-2957	65	13	,	,	PUNCT
cet-2957	65	14	the	the	DET
cet-2957	65	15	growth	growth	NOUN
cet-2957	65	16	rate	rate	NOUN
cet-2957	65	17	was	be	AUX
cet-2957	65	18	still	still	ADV
cet-2957	65	19	proportional	proportional	ADJ
cet-2957	65	20	with	with	ADP
cet-2957	65	21	the	the	DET
cet-2957	65	22	xylose	xylose	PROPN
cet-2957	65	23	concentration	concentration	NOUN
cet-2957	65	24	.	.	PUNCT
cet-2957	66	1	the	the	DET
cet-2957	66	2	projection	projection	NOUN
cet-2957	66	3	of	of	ADP
cet-2957	66	4	the	the	DET
cet-2957	66	5	simulation	simulation	NOUN
cet-2957	66	6	surface	surface	PROPN
cet-2957	66	7	plot	plot	NOUN
cet-2957	66	8	a	a	PRON
cet-2957	66	9	)	)	PUNCT
cet-2957	66	10	shows	show	VERB
cet-2957	66	11	that	that	SCONJ
cet-2957	66	12	increasing	increase	VERB
cet-2957	66	13	or	or	CCONJ
cet-2957	66	14	decreasing	decrease	VERB
cet-2957	66	15	both	both	DET
cet-2957	66	16	sugar	sugar	NOUN
cet-2957	66	17	concentrations	concentration	NOUN
cet-2957	66	18	at	at	ADP
cet-2957	66	19	the	the	DET
cet-2957	66	20	same	same	ADJ
cet-2957	66	21	time	time	NOUN
cet-2957	66	22	results	result	VERB
cet-2957	66	23	in	in	ADP
cet-2957	66	24	a	a	DET
cet-2957	66	25	decreasing	decrease	VERB
cet-2957	66	26	growth	growth	NOUN
cet-2957	66	27	rate	rate	NOUN
cet-2957	66	28	.	.	PUNCT
cet-2957	67	1	however	however	ADV
cet-2957	67	2	,	,	PUNCT
cet-2957	67	3	increasing	increase	VERB
cet-2957	67	4	either	either	PRON
cet-2957	67	5	of	of	ADP
cet-2957	67	6	the	the	DET
cet-2957	67	7	sugars	sugar	NOUN
cet-2957	67	8	when	when	SCONJ
cet-2957	67	9	decreasing	decrease	VERB
cet-2957	67	10	the	the	DET
cet-2957	67	11	other	other	ADJ
cet-2957	67	12	one	one	NUM
cet-2957	67	13	results	result	NOUN
cet-2957	67	14	in	in	ADP
cet-2957	67	15	an	an	DET
cet-2957	67	16	increasing	increase	VERB
cet-2957	67	17	growth	growth	NOUN
cet-2957	67	18	rate	rate	NOUN
cet-2957	67	19	.	.	PUNCT
cet-2957	68	1	the	the	DET
cet-2957	68	2	residuals	residual	NOUN
cet-2957	68	3	plot	plot	NOUN
cet-2957	68	4	b	b	NOUN
cet-2957	68	5	)	)	PUNCT
cet-2957	68	6	shows	show	VERB
cet-2957	68	7	the	the	DET
cet-2957	68	8	raw	raw	ADJ
cet-2957	68	9	residual	residual	ADJ
cet-2957	68	10	values	value	NOUN
cet-2957	68	11	,	,	PUNCT
cet-2957	68	12	which	which	PRON
cet-2957	68	13	are	be	AUX
cet-2957	68	14	the	the	DET
cet-2957	68	15	difference	difference	NOUN
cet-2957	68	16	between	between	ADP
cet-2957	68	17	the	the	DET
cet-2957	68	18	simulated	simulate	VERB
cet-2957	68	19	and	and	CCONJ
cet-2957	68	20	observed	observed	ADJ
cet-2957	68	21	values	value	NOUN
cet-2957	68	22	of	of	ADP
cet-2957	68	23	the	the	DET
cet-2957	68	24	growth	growth	NOUN
cet-2957	68	25	rate	rate	NOUN
cet-2957	68	26	.	.	PUNCT
cet-2957	69	1	3.2	3.2	NUM
cet-2957	69	2	effects	effect	NOUN
cet-2957	69	3	of	of	ADP
cet-2957	69	4	model	model	NOUN
cet-2957	69	5	parameters	parameter	NOUN
cet-2957	69	6	we	we	PRON
cet-2957	69	7	chose	choose	VERB
cet-2957	69	8	initial	initial	ADJ
cet-2957	69	9	values	value	NOUN
cet-2957	69	10	for	for	ADP
cet-2957	69	11	parameter	parameter	NOUN
cet-2957	69	12	estimation	estimation	NOUN
cet-2957	69	13	as	as	ADP
cet-2957	69	14	0.001	0.001	NUM
cet-2957	69	15	for	for	ADP
cet-2957	69	16	all	all	DET
cet-2957	69	17	the	the	DET
cet-2957	69	18	parameters	parameter	NOUN
cet-2957	69	19	,	,	PUNCT
cet-2957	69	20	and	and	CCONJ
cet-2957	69	21	did	do	AUX
cet-2957	69	22	not	not	PART
cet-2957	69	23	specify	specify	VERB
cet-2957	69	24	the	the	DET
cet-2957	69	25	parameter	parameter	NOUN
cet-2957	69	26	bounds	bound	NOUN
cet-2957	69	27	.	.	PUNCT
cet-2957	70	1	table	table	NOUN
cet-2957	70	2	3	3	NUM
cet-2957	70	3	shows	show	VERB
cet-2957	70	4	the	the	DET
cet-2957	70	5	parameter	parameter	NOUN
cet-2957	70	6	estimates	estimate	NOUN
cet-2957	70	7	and	and	CCONJ
cet-2957	70	8	their	their	PRON
cet-2957	70	9	95	95	NUM
cet-2957	70	10	%	%	NOUN
cet-2957	70	11	confidence	confidence	NOUN
cet-2957	70	12	intervals	interval	NOUN
cet-2957	70	13	for	for	ADP
cet-2957	70	14	the	the	DET
cet-2957	70	15	noncompetitive	noncompetitive	ADJ
cet-2957	70	16	binary	binary	ADJ
cet-2957	70	17	substrate	substrate	NOUN
cet-2957	70	18	growth	growth	NOUN
cet-2957	70	19	model	model	NOUN
cet-2957	70	20	.	.	PUNCT
cet-2957	71	1	the	the	DET
cet-2957	71	2	maximum	maximum	ADJ
cet-2957	71	3	specific	specific	ADJ
cet-2957	71	4	growth	growth	NOUN
cet-2957	71	5	rate	rate	NOUN
cet-2957	71	6	on	on	ADP
cet-2957	71	7	glucose	glucose	NOUN
cet-2957	71	8	,	,	PUNCT
cet-2957	71	9	μmaxg	μmaxg	NOUN
cet-2957	71	10	(	(	PUNCT
cet-2957	71	11	h-1	h-1	NOUN
cet-2957	71	12	)	)	PUNCT
cet-2957	71	13	was	be	AUX
cet-2957	71	14	greater	great	ADJ
cet-2957	71	15	than	than	ADP
cet-2957	71	16	the	the	DET
cet-2957	71	17	maximum	maximum	ADJ
cet-2957	71	18	specific	specific	ADJ
cet-2957	71	19	growth	growth	NOUN
cet-2957	71	20	rate	rate	NOUN
cet-2957	71	21	on	on	ADP
cet-2957	71	22	xylose	xylose	PROPN
cet-2957	71	23	,	,	PUNCT
cet-2957	71	24	μmaxx	μmaxx	NOUN
cet-2957	71	25	(	(	PUNCT
cet-2957	71	26	h-1	h-1	NOUN
cet-2957	71	27	)	)	PUNCT
cet-2957	71	28	.	.	PUNCT
cet-2957	72	1	on	on	ADP
cet-2957	72	2	the	the	DET
cet-2957	72	3	other	other	ADJ
cet-2957	72	4	hand	hand	NOUN
cet-2957	72	5	,	,	PUNCT
cet-2957	72	6	the	the	DET
cet-2957	72	7	substrate	substrate	NOUN
cet-2957	72	8	affinity	affinity	NOUN
cet-2957	72	9	constant	constant	ADJ
cet-2957	72	10	for	for	ADP
cet-2957	72	11	xylose	xylose	PROPN
cet-2957	72	12	,	,	PUNCT
cet-2957	72	13	ksx	ksx	PROPN
cet-2957	72	14	(	(	PUNCT
cet-2957	72	15	g	g	NOUN
cet-2957	72	16	/	/	SYM
cet-2957	72	17	l	l	NOUN
cet-2957	72	18	)	)	PUNCT
cet-2957	72	19	was	be	AUX
cet-2957	72	20	larger	large	ADJ
cet-2957	72	21	than	than	ADP
cet-2957	72	22	the	the	DET
cet-2957	72	23	substrate	substrate	NOUN
cet-2957	72	24	affinity	affinity	NOUN
cet-2957	72	25	constant	constant	ADJ
cet-2957	72	26	for	for	ADP
cet-2957	72	27	glucose	glucose	NOUN
cet-2957	72	28	,	,	PUNCT
cet-2957	72	29	ksg	ksg	NOUN
cet-2957	72	30	(	(	PUNCT
cet-2957	72	31	g	g	NOUN
cet-2957	72	32	/	/	SYM
cet-2957	72	33	l	l	NOUN
cet-2957	72	34	)	)	PUNCT
cet-2957	72	35	.	.	PUNCT
cet-2957	73	1	table	table	NOUN
cet-2957	73	2	3	3	NUM
cet-2957	73	3	:	:	PUNCT
cet-2957	73	4	parameters	parameter	NOUN
cet-2957	73	5	of	of	ADP
cet-2957	73	6	the	the	DET
cet-2957	73	7	noncompetitive	noncompetitive	ADJ
cet-2957	73	8	binary	binary	ADJ
cet-2957	73	9	substrate	substrate	NOUN
cet-2957	73	10	growth	growth	NOUN
cet-2957	73	11	model	model	NOUN
cet-2957	73	12	.	.	PUNCT
cet-2957	74	1	μmaxx	μmaxx	NOUN
cet-2957	74	2	had	have	VERB
cet-2957	74	3	the	the	DET
cet-2957	74	4	smallest	small	ADJ
cet-2957	74	5	confidence	confidence	NOUN
cet-2957	74	6	interval	interval	NOUN
cet-2957	74	7	,	,	PUNCT
cet-2957	74	8	thus	thus	ADV
cet-2957	74	9	the	the	DET
cet-2957	74	10	uncertainty	uncertainty	NOUN
cet-2957	74	11	associated	associate	VERB
cet-2957	74	12	with	with	ADP
cet-2957	74	13	this	this	DET
cet-2957	74	14	parameter	parameter	NOUN
cet-2957	74	15	was	be	AUX
cet-2957	74	16	the	the	DET
cet-2957	74	17	smallest	small	ADJ
cet-2957	74	18	among	among	ADP
cet-2957	74	19	others	other	NOUN
cet-2957	74	20	,	,	PUNCT
cet-2957	74	21	while	while	SCONJ
cet-2957	74	22	ksx	ksx	PROPN
cet-2957	74	23	had	have	VERB
cet-2957	74	24	the	the	DET
cet-2957	74	25	largest	large	ADJ
cet-2957	74	26	confidence	confidence	NOUN
cet-2957	74	27	interval	interval	NOUN
cet-2957	74	28	.	.	PUNCT
cet-2957	75	1	95	95	NUM
cet-2957	75	2	%	%	NOUN
cet-2957	75	3	confidence	confidence	NOUN
cet-2957	75	4	intervals	interval	NOUN
cet-2957	75	5	of	of	ADP
cet-2957	75	6	the	the	DET
cet-2957	75	7	parameters	parameter	NOUN
cet-2957	75	8	in	in	ADP
cet-2957	75	9	ascending	ascend	VERB
cet-2957	75	10	order	order	NOUN
cet-2957	75	11	were	be	AUX
cet-2957	75	12	μmaxx	μmaxx	NOUN
cet-2957	75	13	,	,	PUNCT
cet-2957	75	14	μmaxg	μmaxg	NOUN
cet-2957	75	15	,	,	PUNCT
cet-2957	75	16	ksg	ksg	NOUN
cet-2957	75	17	and	and	CCONJ
cet-2957	75	18	ksx	ksx	NOUN
cet-2957	75	19	.	.	PUNCT
cet-2957	76	1	we	we	PRON
cet-2957	76	2	computed	compute	VERB
cet-2957	76	3	the	the	DET
cet-2957	76	4	correlation	correlation	NOUN
cet-2957	76	5	matrix	matrix	NOUN
cet-2957	76	6	for	for	ADP
cet-2957	76	7	the	the	DET
cet-2957	76	8	noncompetitive	noncompetitive	ADJ
cet-2957	76	9	binary	binary	ADJ
cet-2957	76	10	substrate	substrate	NOUN
cet-2957	76	11	growth	growth	NOUN
cet-2957	76	12	model	model	NOUN
cet-2957	76	13	.	.	PUNCT
cet-2957	77	1	table	table	NOUN
cet-2957	77	2	4	4	NUM
cet-2957	77	3	shows	show	VERB
cet-2957	77	4	the	the	DET
cet-2957	77	5	resulting	result	VERB
cet-2957	77	6	matrix	matrix	NOUN
cet-2957	77	7	.	.	PUNCT
cet-2957	78	1	table	table	NOUN
cet-2957	78	2	4	4	NUM
cet-2957	78	3	:	:	PUNCT
cet-2957	78	4	correlation	correlation	NOUN
cet-2957	78	5	matrix	matrix	NOUN
cet-2957	78	6	of	of	ADP
cet-2957	78	7	noncompetitive	noncompetitive	ADJ
cet-2957	78	8	binary	binary	ADJ
cet-2957	78	9	substrate	substrate	NOUN
cet-2957	78	10	growth	growth	NOUN
cet-2957	78	11	model	model	NOUN
cet-2957	78	12	.	.	PUNCT
cet-2957	79	1	the	the	DET
cet-2957	79	2	correlation	correlation	NOUN
cet-2957	79	3	coefficient	coefficient	NOUN
cet-2957	79	4	ranges	range	VERB
cet-2957	79	5	from	from	ADP
cet-2957	79	6	−1	−1	NOUN
cet-2957	79	7	to	to	ADP
cet-2957	79	8	+1	+1	PROPN
cet-2957	79	9	.	.	PUNCT
cet-2957	80	1	the	the	PRON
cet-2957	80	2	greater	great	ADJ
cet-2957	80	3	the	the	DET
cet-2957	80	4	absolute	absolute	ADJ
cet-2957	80	5	value	value	NOUN
cet-2957	80	6	of	of	ADP
cet-2957	80	7	the	the	DET
cet-2957	80	8	correlation	correlation	NOUN
cet-2957	80	9	coefficient	coefficient	NOUN
cet-2957	80	10	,	,	PUNCT
cet-2957	80	11	the	the	PRON
cet-2957	80	12	stronger	strong	ADJ
cet-2957	80	13	the	the	DET
cet-2957	80	14	relationship	relationship	NOUN
cet-2957	80	15	between	between	ADP
cet-2957	80	16	those	those	DET
cet-2957	80	17	parameters	parameter	NOUN
cet-2957	80	18	.	.	PUNCT
cet-2957	81	1	furthermore	furthermore	ADV
cet-2957	81	2	,	,	PUNCT
cet-2957	81	3	the	the	DET
cet-2957	81	4	sign	sign	NOUN
cet-2957	81	5	of	of	ADP
cet-2957	81	6	the	the	DET
cet-2957	81	7	correlation	correlation	NOUN
cet-2957	81	8	coefficient	coefficient	NOUN
cet-2957	81	9	indicates	indicate	VERB
cet-2957	81	10	the	the	DET
cet-2957	81	11	direction	direction	NOUN
cet-2957	81	12	of	of	ADP
cet-2957	81	13	the	the	DET
cet-2957	81	14	relationship	relationship	NOUN
cet-2957	81	15	.	.	PUNCT
cet-2957	82	1	if	if	SCONJ
cet-2957	82	2	both	both	DET
cet-2957	82	3	parameters	parameter	NOUN
cet-2957	82	4	tend	tend	VERB
cet-2957	82	5	to	to	PART
cet-2957	82	6	increase	increase	VERB
cet-2957	82	7	or	or	CCONJ
cet-2957	82	8	decrease	decrease	VERB
cet-2957	82	9	simultaneously	simultaneously	ADV
cet-2957	82	10	,	,	PUNCT
cet-2957	82	11	the	the	DET
cet-2957	82	12	coefficient	coefficient	NOUN
cet-2957	82	13	is	be	AUX
cet-2957	82	14	positive	positive	ADJ
cet-2957	82	15	.	.	PUNCT
cet-2957	83	1	therefore	therefore	ADV
cet-2957	83	2	,	,	PUNCT
cet-2957	83	3	the	the	DET
cet-2957	83	4	highest	high	ADJ
cet-2957	83	5	correlation	correlation	NOUN
cet-2957	83	6	was	be	AUX
cet-2957	83	7	found	find	VERB
cet-2957	83	8	between	between	ADP
cet-2957	83	9	μmaxg	μmaxg	NOUN
cet-2957	83	10	and	and	CCONJ
cet-2957	83	11	ksx	ksx	NOUN
cet-2957	83	12	,	,	PUNCT
cet-2957	83	13	-0.9954	-0.9954	NOUN
cet-2957	83	14	,	,	PUNCT
cet-2957	83	15	and	and	CCONJ
cet-2957	83	16	one	one	NUM
cet-2957	83	17	parameter	parameter	NOUN
cet-2957	83	18	decreased	decrease	VERB
cet-2957	83	19	as	as	SCONJ
cet-2957	83	20	the	the	DET
cet-2957	83	21	other	other	ADJ
cet-2957	83	22	one	one	NUM
cet-2957	83	23	increased	increase	VERB
cet-2957	83	24	.	.	PUNCT
cet-2957	84	1	we	we	PRON
cet-2957	84	2	observed	observe	VERB
cet-2957	84	3	the	the	DET
cet-2957	84	4	weakest	weak	ADJ
cet-2957	84	5	correlation	correlation	NOUN
cet-2957	84	6	between	between	ADP
cet-2957	84	7	μmaxx	μmaxx	NOUN
cet-2957	84	8	and	and	CCONJ
cet-2957	84	9	ksg	ksg	NOUN
cet-2957	84	10	,	,	PUNCT
cet-2957	84	11	-0.9455	-0.9455	PUNCT
cet-2957	84	12	.	.	PUNCT
cet-2957	85	1	the	the	DET
cet-2957	85	2	relationships	relationship	NOUN
cet-2957	85	3	between	between	ADP
cet-2957	85	4	maximum	maximum	ADJ
cet-2957	85	5	specific	specific	ADJ
cet-2957	85	6	growth	growth	NOUN
cet-2957	85	7	rates	rate	NOUN
cet-2957	85	8	,	,	PUNCT
cet-2957	85	9	μmaxg	μmaxg	NOUN
cet-2957	85	10	and	and	CCONJ
cet-2957	85	11	μmaxx	μmaxx	NOUN
cet-2957	85	12	,	,	PUNCT
cet-2957	85	13	and	and	CCONJ
cet-2957	85	14	substrate	substrate	NOUN
cet-2957	85	15	affinity	affinity	NOUN
cet-2957	85	16	constants	constant	NOUN
cet-2957	85	17	,	,	PUNCT
cet-2957	85	18	ksg	ksg	NOUN
cet-2957	85	19	and	and	CCONJ
cet-2957	85	20	ksx	ksx	NOUN
cet-2957	85	21	,	,	PUNCT
cet-2957	85	22	were	be	AUX
cet-2957	85	23	negative	negative	ADJ
cet-2957	85	24	.	.	PUNCT
cet-2957	86	1	on	on	ADP
cet-2957	86	2	the	the	DET
cet-2957	86	3	other	other	ADJ
cet-2957	86	4	hand	hand	NOUN
cet-2957	86	5	,	,	PUNCT
cet-2957	86	6	the	the	DET
cet-2957	86	7	relationship	relationship	NOUN
cet-2957	86	8	between	between	ADP
cet-2957	86	9	model	model	NOUN
cet-2957	86	10	parameters	parameter	NOUN
cet-2957	86	11	for	for	ADP
cet-2957	86	12	single	single	ADJ
cet-2957	86	13	sugars	sugar	NOUN
cet-2957	86	14	,	,	PUNCT
cet-2957	86	15	μmaxg	μmaxg	NOUN
cet-2957	86	16	and	and	CCONJ
cet-2957	86	17	ksg	ksg	NOUN
cet-2957	86	18	,	,	PUNCT
cet-2957	86	19	and	and	CCONJ
cet-2957	86	20	μmaxx	μmaxx	NOUN
cet-2957	86	21	and	and	CCONJ
cet-2957	86	22	ksx	ksx	NOUN
cet-2957	86	23	,	,	PUNCT
cet-2957	86	24	were	be	AUX
cet-2957	86	25	positive	positive	ADJ
cet-2957	86	26	.	.	PUNCT
cet-2957	87	1	we	we	PRON
cet-2957	87	2	did	do	VERB
cet-2957	87	3	model	model	NOUN
cet-2957	87	4	simulations	simulation	NOUN
cet-2957	87	5	to	to	PART
cet-2957	87	6	illustrate	illustrate	VERB
cet-2957	87	7	the	the	DET
cet-2957	87	8	effect	effect	NOUN
cet-2957	87	9	of	of	ADP
cet-2957	87	10	the	the	DET
cet-2957	87	11	model	model	NOUN
cet-2957	87	12	parameters	parameter	NOUN
cet-2957	87	13	on	on	ADP
cet-2957	87	14	the	the	DET
cet-2957	87	15	growth	growth	NOUN
cet-2957	87	16	rate	rate	NOUN
cet-2957	87	17	.	.	PUNCT
cet-2957	88	1	we	we	PRON
cet-2957	88	2	varied	vary	VERB
cet-2957	88	3	the	the	DET
cet-2957	88	4	parameters	parameter	NOUN
cet-2957	88	5	over	over	ADP
cet-2957	88	6	their	their	PRON
cet-2957	88	7	respective	respective	ADJ
cet-2957	88	8	confidence	confidence	NOUN
cet-2957	88	9	intervals	interval	NOUN
cet-2957	88	10	,	,	PUNCT
cet-2957	88	11	and	and	CCONJ
cet-2957	88	12	plotted	plot	VERB
cet-2957	88	13	them	they	PRON
cet-2957	88	14	against	against	ADP
cet-2957	88	15	the	the	DET
cet-2957	88	16	resulting	result	VERB
cet-2957	88	17	growth	growth	NOUN
cet-2957	88	18	rate	rate	NOUN
cet-2957	88	19	values	value	NOUN
cet-2957	88	20	.	.	PUNCT
cet-2957	89	1	we	we	PRON
cet-2957	89	2	kept	keep	VERB
cet-2957	89	3	the	the	DET
cet-2957	89	4	sugar	sugar	NOUN
cet-2957	89	5	concentrations	concentration	NOUN
cet-2957	89	6	constant	constant	ADJ
cet-2957	89	7	at	at	ADP
cet-2957	89	8	their	their	PRON
cet-2957	89	9	centre	centre	NOUN
cet-2957	89	10	value	value	NOUN
cet-2957	89	11	over	over	ADP
cet-2957	89	12	the	the	DET
cet-2957	89	13	experimental	experimental	ADJ
cet-2957	89	14	concentration	concentration	NOUN
cet-2957	89	15	space	space	NOUN
cet-2957	89	16	,	,	PUNCT
cet-2957	89	17	sg	sg	PROPN
cet-2957	89	18	and	and	CCONJ
cet-2957	89	19	sx	sx	X
cet-2957	89	20	=	=	PROPN
cet-2957	89	21	2.5	2.5	NUM
cet-2957	89	22	g	g	NOUN
cet-2957	89	23	/	/	SYM
cet-2957	89	24	l.	l.	PROPN
cet-2957	89	25	figure	figure	NOUN
cet-2957	89	26	2	2	NUM
cet-2957	89	27	shows	show	VERB
cet-2957	89	28	the	the	DET
cet-2957	89	29	resulting	result	VERB
cet-2957	89	30	plots	plot	NOUN
cet-2957	89	31	for	for	ADP
cet-2957	89	32	all	all	DET
cet-2957	89	33	4	4	NUM
cet-2957	89	34	model	model	NOUN
cet-2957	89	35	parameters	parameter	NOUN
cet-2957	89	36	.	.	PUNCT
cet-2957	90	1	parameter	parameter	NOUN
cet-2957	90	2	estimate	estimate	VERB
cet-2957	90	3	95	95	NUM
cet-2957	90	4	%	%	NOUN
cet-2957	90	5	confidence	confidence	NOUN
cet-2957	90	6	interval	interval	NOUN
cet-2957	90	7	μmaxg	μmaxg	NOUN
cet-2957	90	8	1.4354	1.4354	NUM
cet-2957	90	9	-2.2643	-2.2643	NOUN
cet-2957	90	10	–	–	PUNCT
cet-2957	90	11	5.1351	5.1351	NUM
cet-2957	90	12	ksg	ksg	NOUN
cet-2957	90	13	1.2360	1.2360	NUM
cet-2957	90	14	-7.1363	-7.1363	NOUN
cet-2957	90	15	–	–	PUNCT
cet-2957	90	16	9.6082	9.6082	NUM
cet-2957	90	17	ksx	ksx	NOUN
cet-2957	90	18	4.5996	4.5996	NUM
cet-2957	90	19	-23.9499	-23.9499	PUNCT
cet-2957	90	20	–	–	PUNCT
cet-2957	90	21	33.1491	33.1491	NUM
cet-2957	90	22	μmaxx	μmaxx	NOUN
cet-2957	90	23	1.5078	1.5078	NUM
cet-2957	90	24	-1.8106	-1.8106	NOUN
cet-2957	90	25	–	–	PUNCT
cet-2957	90	26	4.8262	4.8262	NUM
cet-2957	90	27	μmaxg	μmaxg	NOUN
cet-2957	90	28	ksg	ksg	NOUN
cet-2957	90	29	ksx	ksx	NOUN
cet-2957	90	30	μmaxx	μmaxx	NOUN
cet-2957	90	31	μmaxg	μmaxg	PROPN
cet-2957	90	32	1.0000	1.0000	NUM
cet-2957	90	33	0.9918	0.9918	NUM
cet-2957	90	34	-0.9945	-0.9945	NOUN
cet-2957	90	35	-0.9728	-0.9728	NOUN
cet-2957	91	1	ksg	ksg	NOUN
cet-2957	92	1	0.9918	0.9918	PROPN
cet-2957	92	2	1.0000	1.0000	NUM
cet-2957	92	3	-0.9860	-0.9860	NOUN
cet-2957	92	4	-0.9455	-0.9455	PROPN
cet-2957	92	5	ksx	ksx	PROPN
cet-2957	92	6	-0.9945	-0.9945	PROPN
cet-2957	92	7	-0.9860	-0.9860	PROPN
cet-2957	92	8	1.0000	1.0000	NUM
cet-2957	92	9	0.9542	0.9542	NUM
cet-2957	92	10	μmaxx	μmaxx	NOUN
cet-2957	92	11	-0.9728	-0.9728	NOUN
cet-2957	92	12	-0.9455	-0.9455	PUNCT
cet-2957	93	1	0.9542	0.9542	NUM
cet-2957	93	2	1.0000	1.0000	NUM
cet-2957	93	3	292	292	NUM
cet-2957	93	4	figure	figure	NOUN
cet-2957	93	5	2	2	NUM
cet-2957	93	6	:	:	PUNCT
cet-2957	93	7	effects	effect	NOUN
cet-2957	93	8	of	of	ADP
cet-2957	93	9	parameters	parameter	NOUN
cet-2957	93	10	of	of	ADP
cet-2957	93	11	the	the	DET
cet-2957	93	12	noncompetitive	noncompetitive	ADJ
cet-2957	93	13	binary	binary	ADJ
cet-2957	93	14	substrate	substrate	NOUN
cet-2957	93	15	growth	growth	NOUN
cet-2957	93	16	model	model	NOUN
cet-2957	93	17	on	on	ADP
cet-2957	93	18	the	the	DET
cet-2957	93	19	growth	growth	NOUN
cet-2957	93	20	rate	rate	NOUN
cet-2957	93	21	(	(	PUNCT
cet-2957	93	22	h-1	h-1	NOUN
cet-2957	93	23	)	)	PUNCT
cet-2957	93	24	.	.	PUNCT
cet-2957	94	1	the	the	DET
cet-2957	94	2	maximum	maximum	ADJ
cet-2957	94	3	specific	specific	ADJ
cet-2957	94	4	growth	growth	NOUN
cet-2957	94	5	rate	rate	NOUN
cet-2957	94	6	on	on	ADP
cet-2957	94	7	glucose	glucose	NOUN
cet-2957	94	8	,	,	PUNCT
cet-2957	94	9	μmaxg	μmaxg	NOUN
cet-2957	94	10	,	,	PUNCT
cet-2957	94	11	increased	increase	VERB
cet-2957	94	12	the	the	DET
cet-2957	94	13	growth	growth	NOUN
cet-2957	94	14	rate	rate	NOUN
cet-2957	94	15	,	,	PUNCT
cet-2957	94	16	μ	μ	PROPN
cet-2957	94	17	more	more	ADJ
cet-2957	94	18	than	than	ADP
cet-2957	94	19	maximum	maximum	ADJ
cet-2957	94	20	specific	specific	ADJ
cet-2957	94	21	growth	growth	NOUN
cet-2957	94	22	rate	rate	NOUN
cet-2957	94	23	on	on	ADP
cet-2957	94	24	xylose	xylose	PROPN
cet-2957	94	25	,	,	PUNCT
cet-2957	94	26	μmaxx	μmaxx	NOUN
cet-2957	94	27	,	,	PUNCT
cet-2957	94	28	since	since	SCONJ
cet-2957	94	29	the	the	DET
cet-2957	94	30	slope	slope	NOUN
cet-2957	94	31	of	of	ADP
cet-2957	94	32	μmaxg	μmaxg	NOUN
cet-2957	94	33	vs.	vs.	ADP
cet-2957	94	34	μ	μ	PROPN
cet-2957	94	35	plot	plot	NOUN
cet-2957	94	36	was	be	AUX
cet-2957	94	37	greater	great	ADJ
cet-2957	94	38	,	,	PUNCT
cet-2957	94	39	0.41	0.41	NUM
cet-2957	94	40	,	,	PUNCT
cet-2957	94	41	than	than	ADP
cet-2957	94	42	slope	slope	NOUN
cet-2957	94	43	of	of	ADP
cet-2957	94	44	μmaxx	μmaxx	NOUN
cet-2957	94	45	vs.	vs.	ADP
cet-2957	94	46	μ	μ	PROPN
cet-2957	94	47	plot	plot	NOUN
cet-2957	94	48	,	,	PUNCT
cet-2957	94	49	,	,	PUNCT
cet-2957	94	50	0.23	0.23	NUM
cet-2957	94	51	,	,	PUNCT
cet-2957	94	52	shown	show	VERB
cet-2957	94	53	in	in	ADP
cet-2957	94	54	figure	figure	NOUN
cet-2957	94	55	2	2	NUM
cet-2957	94	56	a	a	NOUN
cet-2957	94	57	)	)	PUNCT
cet-2957	94	58	and	and	CCONJ
cet-2957	94	59	d	d	NOUN
cet-2957	94	60	)	)	PUNCT
cet-2957	94	61	,	,	PUNCT
cet-2957	94	62	respectively	respectively	ADV
cet-2957	94	63	.	.	PUNCT
cet-2957	95	1	we	we	PRON
cet-2957	95	2	constructed	construct	VERB
cet-2957	95	3	the	the	DET
cet-2957	95	4	substrate	substrate	NOUN
cet-2957	95	5	affinity	affinity	NOUN
cet-2957	95	6	constant	constant	ADJ
cet-2957	95	7	vs.	vs.	ADP
cet-2957	95	8	growth	growth	NOUN
cet-2957	95	9	rate	rate	NOUN
cet-2957	95	10	plots	plot	NOUN
cet-2957	95	11	together	together	ADV
cet-2957	95	12	with	with	ADP
cet-2957	95	13	their	their	PRON
cet-2957	95	14	magnified	magnify	VERB
cet-2957	95	15	plots	plot	NOUN
cet-2957	95	16	for	for	ADP
cet-2957	95	17	their	their	PRON
cet-2957	95	18	values	value	NOUN
cet-2957	95	19	of	of	ADP
cet-2957	95	20	ksx	ksx	NOUN
cet-2957	95	21	and	and	CCONJ
cet-2957	95	22	ksg	ksg	NOUN
cet-2957	95	23	>	>	X
cet-2957	95	24	0	0	X
cet-2957	95	25	.	.	PUNCT
cet-2957	95	26	figure	figure	NOUN
cet-2957	95	27	2	2	NUM
cet-2957	95	28	b	b	NOUN
cet-2957	95	29	)	)	PUNCT
cet-2957	95	30	shows	show	VERB
cet-2957	95	31	the	the	DET
cet-2957	95	32	ksg	ksg	NOUN
cet-2957	95	33	vs.	vs.	ADP
cet-2957	95	34	μ	μ	PROPN
cet-2957	95	35	plot	plot	NOUN
cet-2957	95	36	in	in	ADP
cet-2957	95	37	the	the	DET
cet-2957	95	38	shape	shape	NOUN
cet-2957	95	39	of	of	ADP
cet-2957	95	40	an	an	DET
cet-2957	95	41	exponential	exponential	ADJ
cet-2957	95	42	decay	decay	NOUN
cet-2957	95	43	curve	curve	NOUN
cet-2957	95	44	,	,	PUNCT
cet-2957	95	45	therefore	therefore	ADV
cet-2957	95	46	μ	μ	NOUN
cet-2957	95	47	increased	increase	VERB
cet-2957	95	48	exponentially	exponentially	ADV
cet-2957	95	49	with	with	ADP
cet-2957	95	50	decreasing	decrease	VERB
cet-2957	95	51	ksg	ksg	NOUN
cet-2957	95	52	.	.	PUNCT
cet-2957	96	1	on	on	ADP
cet-2957	96	2	the	the	DET
cet-2957	96	3	other	other	ADJ
cet-2957	96	4	hand	hand	NOUN
cet-2957	96	5	,	,	PUNCT
cet-2957	96	6	the	the	DET
cet-2957	96	7	ksx	ksx	NOUN
cet-2957	96	8	vs.	vs.	ADP
cet-2957	96	9	μ	μ	PROPN
cet-2957	96	10	plot	plot	NOUN
cet-2957	96	11	was	be	AUX
cet-2957	96	12	in	in	ADP
cet-2957	96	13	the	the	DET
cet-2957	96	14	shape	shape	NOUN
cet-2957	96	15	of	of	ADP
cet-2957	96	16	an	an	DET
cet-2957	96	17	exponential	exponential	ADJ
cet-2957	96	18	growth	growth	NOUN
cet-2957	96	19	curve	curve	NOUN
cet-2957	96	20	as	as	SCONJ
cet-2957	96	21	shown	show	VERB
cet-2957	96	22	in	in	ADP
cet-2957	96	23	figure	figure	NOUN
cet-2957	96	24	2	2	NUM
cet-2957	96	25	c	c	NOUN
cet-2957	96	26	)	)	PUNCT
cet-2957	96	27	,	,	PUNCT
cet-2957	96	28	thus	thus	ADV
cet-2957	96	29	μ	μ	NOUN
cet-2957	96	30	increased	increase	VERB
cet-2957	96	31	exponentially	exponentially	ADV
cet-2957	96	32	,	,	PUNCT
cet-2957	96	33	while	while	SCONJ
cet-2957	96	34	ksg	ksg	NOUN
cet-2957	96	35	was	be	AUX
cet-2957	96	36	increasing	increase	VERB
cet-2957	96	37	.	.	PUNCT
cet-2957	97	1	4	4	X
cet-2957	97	2	.	.	X
cet-2957	97	3	discussion	discussion	NOUN
cet-2957	97	4	in	in	ADP
cet-2957	97	5	this	this	DET
cet-2957	97	6	study	study	NOUN
cet-2957	97	7	,	,	PUNCT
cet-2957	97	8	we	we	PRON
cet-2957	97	9	developed	develop	VERB
cet-2957	97	10	a	a	DET
cet-2957	97	11	kinetic	kinetic	ADJ
cet-2957	97	12	model	model	NOUN
cet-2957	97	13	of	of	ADP
cet-2957	97	14	c.beijerinckii	c.beijerinckii	ADJ
cet-2957	97	15	ncimb	ncimb	NOUN
cet-2957	97	16	8052	8052	NUM
cet-2957	97	17	growth	growth	NOUN
cet-2957	97	18	on	on	ADP
cet-2957	97	19	xylose	xylose	PROPN
cet-2957	97	20	and	and	CCONJ
cet-2957	97	21	glucose	glucose	NOUN
cet-2957	97	22	.	.	PUNCT
cet-2957	98	1	we	we	PRON
cet-2957	98	2	fitted	fit	VERB
cet-2957	98	3	different	different	ADJ
cet-2957	98	4	growth	growth	NOUN
cet-2957	98	5	models	model	NOUN
cet-2957	98	6	to	to	ADP
cet-2957	98	7	the	the	DET
cet-2957	98	8	growth	growth	NOUN
cet-2957	98	9	rate	rate	NOUN
cet-2957	98	10	data	datum	NOUN
cet-2957	98	11	obtained	obtain	VERB
cet-2957	98	12	for	for	ADP
cet-2957	98	13	various	various	ADJ
cet-2957	98	14	concentrations	concentration	NOUN
cet-2957	98	15	of	of	ADP
cet-2957	98	16	glucose	glucose	NOUN
cet-2957	98	17	and	and	CCONJ
cet-2957	98	18	xylose	xylose	PROPN
cet-2957	98	19	.	.	PUNCT
cet-2957	99	1	we	we	PRON
cet-2957	99	2	chose	choose	VERB
cet-2957	99	3	binary	binary	ADJ
cet-2957	99	4	substrate	substrate	NOUN
cet-2957	99	5	growth	growth	NOUN
cet-2957	99	6	models	model	NOUN
cet-2957	99	7	,	,	PUNCT
cet-2957	99	8	which	which	PRON
cet-2957	99	9	include	include	VERB
cet-2957	99	10	the	the	DET
cet-2957	99	11	synergistic	synergistic	ADJ
cet-2957	99	12	effects	effect	NOUN
cet-2957	99	13	between	between	ADP
cet-2957	99	14	sugars	sugar	NOUN
cet-2957	99	15	.	.	PUNCT
cet-2957	100	1	evaluation	evaluation	NOUN
cet-2957	100	2	of	of	ADP
cet-2957	100	3	model	model	NOUN
cet-2957	100	4	performance	performance	NOUN
cet-2957	100	5	by	by	ADP
cet-2957	100	6	using	use	VERB
cet-2957	100	7	error	error	NOUN
cet-2957	100	8	values	value	NOUN
cet-2957	100	9	is	be	AUX
cet-2957	100	10	a	a	DET
cet-2957	100	11	commonly	commonly	ADV
cet-2957	100	12	applied	apply	VERB
cet-2957	100	13	practice	practice	NOUN
cet-2957	100	14	(	(	PUNCT
cet-2957	100	15	cecilia	cecilia	NOUN
cet-2957	100	16	et	et	NOUN
cet-2957	100	17	al	al	PROPN
cet-2957	100	18	.	.	PROPN
cet-2957	100	19	,	,	PUNCT
cet-2957	100	20	2013	2013	NUM
cet-2957	100	21	)	)	PUNCT
cet-2957	100	22	.	.	PUNCT
cet-2957	101	1	among	among	ADP
cet-2957	101	2	other	other	ADJ
cet-2957	101	3	models	model	NOUN
cet-2957	101	4	,	,	PUNCT
cet-2957	101	5	noncompetitive	noncompetitive	ADJ
cet-2957	101	6	binary	binary	ADJ
cet-2957	101	7	substrate	substrate	NOUN
cet-2957	101	8	growth	growth	NOUN
cet-2957	101	9	model	model	NOUN
cet-2957	101	10	gave	give	VERB
cet-2957	101	11	the	the	DET
cet-2957	101	12	best	good	ADJ
cet-2957	101	13	fit	fit	NOUN
cet-2957	101	14	with	with	ADP
cet-2957	101	15	the	the	DET
cet-2957	101	16	smallest	small	ADJ
cet-2957	101	17	sse	sse	NOUN
cet-2957	101	18	and	and	CCONJ
cet-2957	101	19	mse	mse	NOUN
cet-2957	101	20	values	value	NOUN
cet-2957	101	21	,	,	PUNCT
cet-2957	101	22	0.0778	0.0778	NUM
cet-2957	101	23	and	and	CCONJ
cet-2957	101	24	0.0071	0.0071	NUM
cet-2957	101	25	,	,	PUNCT
cet-2957	101	26	respectively	respectively	ADV
cet-2957	101	27	.	.	PUNCT
cet-2957	102	1	in	in	ADP
cet-2957	102	2	addition	addition	NOUN
cet-2957	102	3	,	,	PUNCT
cet-2957	102	4	we	we	PRON
cet-2957	102	5	checked	check	VERB
cet-2957	102	6	the	the	DET
cet-2957	102	7	distribution	distribution	NOUN
cet-2957	102	8	of	of	ADP
cet-2957	102	9	the	the	DET
cet-2957	102	10	residuals	residual	NOUN
cet-2957	102	11	as	as	ADP
cet-2957	102	12	a	a	DET
cet-2957	102	13	measure	measure	NOUN
cet-2957	102	14	of	of	ADP
cet-2957	102	15	the	the	DET
cet-2957	102	16	model	model	NOUN
cet-2957	102	17	quality	quality	NOUN
cet-2957	102	18	,	,	PUNCT
cet-2957	102	19	and	and	CCONJ
cet-2957	102	20	the	the	DET
cet-2957	102	21	probability	probability	NOUN
cet-2957	102	22	of	of	ADP
cet-2957	102	23	the	the	DET
cet-2957	102	24	residuals	residual	NOUN
cet-2957	102	25	fell	fall	VERB
cet-2957	102	26	on	on	ADP
cet-2957	102	27	a	a	DET
cet-2957	102	28	straight	straight	ADJ
cet-2957	102	29	line	line	NOUN
cet-2957	102	30	(	(	PUNCT
cet-2957	102	31	data	datum	NOUN
cet-2957	102	32	not	not	PART
cet-2957	102	33	shown	show	VERB
cet-2957	102	34	)	)	PUNCT
cet-2957	102	35	indicating	indicate	VERB
cet-2957	102	36	that	that	SCONJ
cet-2957	102	37	the	the	DET
cet-2957	102	38	normality	normality	NOUN
cet-2957	102	39	assumption	assumption	NOUN
cet-2957	102	40	was	be	AUX
cet-2957	102	41	satisfied	satisfied	ADJ
cet-2957	102	42	.	.	PUNCT
cet-2957	103	1	parameter	parameter	NOUN
cet-2957	103	2	estimation	estimation	NOUN
cet-2957	103	3	showed	show	VERB
cet-2957	103	4	that	that	SCONJ
cet-2957	103	5	μmaxx	μmaxx	NOUN
cet-2957	103	6	was	be	AUX
cet-2957	103	7	greater	great	ADJ
cet-2957	103	8	than	than	ADP
cet-2957	103	9	μmaxg	μmaxg	NOUN
cet-2957	103	10	.	.	PUNCT
cet-2957	104	1	therefore	therefore	ADV
cet-2957	104	2	,	,	PUNCT
cet-2957	104	3	the	the	DET
cet-2957	104	4	rate	rate	NOUN
cet-2957	104	5	of	of	ADP
cet-2957	104	6	growth	growth	NOUN
cet-2957	104	7	during	during	ADP
cet-2957	104	8	the	the	DET
cet-2957	104	9	exponential	exponential	ADJ
cet-2957	104	10	growth	growth	NOUN
cet-2957	104	11	phase	phase	NOUN
cet-2957	104	12	was	be	AUX
cet-2957	104	13	higher	high	ADJ
cet-2957	104	14	on	on	ADP
cet-2957	104	15	xylose	xylose	PROPN
cet-2957	104	16	than	than	ADP
cet-2957	104	17	on	on	ADP
cet-2957	104	18	glucose	glucose	NOUN
cet-2957	104	19	.	.	PUNCT
cet-2957	105	1	the	the	DET
cet-2957	105	2	reason	reason	NOUN
cet-2957	105	3	might	might	AUX
cet-2957	105	4	be	be	AUX
cet-2957	105	5	our	our	PRON
cet-2957	105	6	two	two	NUM
cet-2957	105	7	-	-	PUNCT
cet-2957	105	8	stage	stage	NOUN
cet-2957	105	9	preculture	preculture	NOUN
cet-2957	105	10	development	development	NOUN
cet-2957	105	11	strategy	strategy	NOUN
cet-2957	105	12	,	,	PUNCT
cet-2957	105	13	where	where	SCONJ
cet-2957	105	14	the	the	DET
cet-2957	105	15	culture	culture	NOUN
cet-2957	105	16	was	be	AUX
cet-2957	105	17	grown	grow	VERB
cet-2957	105	18	on	on	ADP
cet-2957	105	19	a	a	DET
cet-2957	105	20	medium	medium	NOUN
cet-2957	105	21	containing	contain	VERB
cet-2957	105	22	only	only	ADV
cet-2957	105	23	xylose	xylose	PROPN
cet-2957	105	24	as	as	ADP
cet-2957	105	25	the	the	DET
cet-2957	105	26	only	only	ADJ
cet-2957	105	27	sugar	sugar	NOUN
cet-2957	105	28	to	to	PART
cet-2957	105	29	activate	activate	VERB
cet-2957	105	30	the	the	DET
cet-2957	105	31	xylose	xylose	PROPN
cet-2957	105	32	utilization	utilization	NOUN
cet-2957	105	33	pathway	pathway	NOUN
cet-2957	105	34	.	.	PUNCT
cet-2957	106	1	on	on	ADP
cet-2957	106	2	the	the	DET
cet-2957	106	3	other	other	ADJ
cet-2957	106	4	hand	hand	NOUN
cet-2957	106	5	,	,	PUNCT
cet-2957	106	6	ksx	ksx	PROPN
cet-2957	106	7	was	be	AUX
cet-2957	106	8	larger	large	ADJ
cet-2957	106	9	than	than	ADP
cet-2957	106	10	ksg	ksg	NOUN
cet-2957	106	11	,	,	PUNCT
cet-2957	106	12	meaning	mean	VERB
cet-2957	106	13	that	that	SCONJ
cet-2957	106	14	the	the	DET
cet-2957	106	15	cells	cell	NOUN
cet-2957	106	16	were	be	AUX
cet-2957	106	17	more	more	ADV
cet-2957	106	18	attracted	attract	VERB
cet-2957	106	19	to	to	ADP
cet-2957	106	20	glucose	glucose	NOUN
cet-2957	106	21	,	,	PUNCT
cet-2957	106	22	which	which	PRON
cet-2957	106	23	is	be	AUX
cet-2957	106	24	the	the	DET
cet-2957	106	25	preferred	preferred	ADJ
cet-2957	106	26	carbon	carbon	NOUN
cet-2957	106	27	source	source	NOUN
cet-2957	106	28	over	over	ADP
cet-2957	106	29	xylose	xylose	PROPN
cet-2957	106	30	due	due	ADP
cet-2957	106	31	to	to	ADP
cet-2957	106	32	ccr	ccr	PROPN
cet-2957	106	33	(	(	PUNCT
cet-2957	106	34	ren	ren	NOUN
cet-2957	106	35	et	et	PROPN
cet-2957	106	36	al	al	PROPN
cet-2957	106	37	.	.	PROPN
cet-2957	106	38	,	,	PUNCT
cet-2957	106	39	2010	2010	NUM
cet-2957	106	40	)	)	PUNCT
cet-2957	106	41	.	.	PUNCT
cet-2957	107	1	therefore	therefore	ADV
cet-2957	107	2	,	,	PUNCT
cet-2957	107	3	our	our	PRON
cet-2957	107	4	observation	observation	NOUN
cet-2957	107	5	is	be	AUX
cet-2957	107	6	in	in	ADP
cet-2957	107	7	line	line	NOUN
cet-2957	107	8	with	with	ADP
cet-2957	107	9	previous	previous	ADJ
cet-2957	107	10	findings	finding	NOUN
cet-2957	107	11	.	.	PUNCT
cet-2957	108	1	the	the	DET
cet-2957	108	2	confidence	confidence	NOUN
cet-2957	108	3	interval	interval	NOUN
cet-2957	108	4	for	for	ADP
cet-2957	108	5	a	a	DET
cet-2957	108	6	parameter	parameter	NOUN
cet-2957	108	7	is	be	AUX
cet-2957	108	8	an	an	DET
cet-2957	108	9	indicator	indicator	NOUN
cet-2957	108	10	of	of	ADP
cet-2957	108	11	its	its	PRON
cet-2957	108	12	uncertainty	uncertainty	NOUN
cet-2957	108	13	.	.	PUNCT
cet-2957	109	1	therefore	therefore	ADV
cet-2957	109	2	,	,	PUNCT
cet-2957	109	3	the	the	PRON
cet-2957	109	4	larger	large	ADJ
cet-2957	109	5	the	the	DET
cet-2957	109	6	confidence	confidence	NOUN
cet-2957	109	7	interval	interval	NOUN
cet-2957	109	8	the	the	PRON
cet-2957	109	9	larger	large	ADJ
cet-2957	109	10	the	the	DET
cet-2957	109	11	uncertainty	uncertainty	NOUN
cet-2957	109	12	associated	associate	VERB
cet-2957	109	13	with	with	ADP
cet-2957	109	14	that	that	DET
cet-2957	109	15	parameter	parameter	NOUN
cet-2957	109	16	.	.	PUNCT
cet-2957	110	1	our	our	PRON
cet-2957	110	2	results	result	NOUN
cet-2957	110	3	showed	show	VERB
cet-2957	110	4	that	that	SCONJ
cet-2957	110	5	ksx	ksx	NOUN
cet-2957	110	6	had	have	VERB
cet-2957	110	7	the	the	DET
cet-2957	110	8	largest	large	ADJ
cet-2957	110	9	,	,	PUNCT
cet-2957	110	10	and	and	CCONJ
cet-2957	110	11	μmaxx	μmaxx	NOUN
cet-2957	110	12	had	have	VERB
cet-2957	110	13	the	the	DET
cet-2957	110	14	smallest	small	ADJ
cet-2957	110	15	uncertainty	uncertainty	NOUN
cet-2957	110	16	.	.	PUNCT
cet-2957	111	1	we	we	PRON
cet-2957	111	2	computed	compute	VERB
cet-2957	111	3	the	the	DET
cet-2957	111	4	correlation	correlation	NOUN
cet-2957	111	5	matrix	matrix	NOUN
cet-2957	111	6	,	,	PUNCT
cet-2957	111	7	and	and	CCONJ
cet-2957	111	8	it	it	PRON
cet-2957	111	9	showed	show	VERB
cet-2957	111	10	that	that	SCONJ
cet-2957	111	11	the	the	DET
cet-2957	111	12	model	model	NOUN
cet-2957	111	13	parameters	parameter	NOUN
cet-2957	111	14	were	be	AUX
cet-2957	111	15	highly	highly	ADV
cet-2957	111	16	correlated	correlate	VERB
cet-2957	111	17	.	.	PUNCT
cet-2957	112	1	the	the	DET
cet-2957	112	2	correlation	correlation	NOUN
cet-2957	112	3	coefficients	coefficient	VERB
cet-2957	112	4	between	between	ADP
cet-2957	112	5	μmaxg	μmaxg	NOUN
cet-2957	112	6	and	and	CCONJ
cet-2957	112	7	μmaxx	μmaxx	NOUN
cet-2957	112	8	,	,	PUNCT
cet-2957	112	9	ksg	ksg	NOUN
cet-2957	112	10	and	and	CCONJ
cet-2957	112	11	ksx	ksx	NOUN
cet-2957	112	12	,	,	PUNCT
cet-2957	112	13	μmaxg	μmaxg	NOUN
cet-2957	112	14	and	and	CCONJ
cet-2957	112	15	ksx	ksx	PROPN
cet-2957	112	16	and	and	CCONJ
cet-2957	112	17	,	,	PUNCT
cet-2957	112	18	μmaxx	μmaxx	NOUN
cet-2957	112	19	and	and	CCONJ
cet-2957	112	20	293	293	NUM
cet-2957	112	21	ksg	ksg	NOUN
cet-2957	112	22	were	be	AUX
cet-2957	112	23	negative	negative	ADJ
cet-2957	112	24	.	.	PUNCT
cet-2957	113	1	thus	thus	ADV
cet-2957	113	2	,	,	PUNCT
cet-2957	113	3	increasing	increase	VERB
cet-2957	113	4	ksx	ksx	NOUN
cet-2957	113	5	would	would	AUX
cet-2957	113	6	result	result	VERB
cet-2957	113	7	in	in	ADP
cet-2957	113	8	a	a	DET
cet-2957	113	9	higher	high	ADJ
cet-2957	113	10	growth	growth	NOUN
cet-2957	113	11	rate	rate	NOUN
cet-2957	113	12	on	on	ADP
cet-2957	113	13	xylose	xylose	PROPN
cet-2957	113	14	,	,	PUNCT
cet-2957	113	15	and	and	CCONJ
cet-2957	113	16	a	a	DET
cet-2957	113	17	lower	low	ADJ
cet-2957	113	18	growth	growth	NOUN
cet-2957	113	19	rate	rate	NOUN
cet-2957	113	20	on	on	ADP
cet-2957	113	21	glucose	glucose	NOUN
cet-2957	113	22	due	due	ADP
cet-2957	113	23	to	to	ADP
cet-2957	113	24	the	the	DET
cet-2957	113	25	ccr	ccr	PROPN
cet-2957	113	26	effect	effect	NOUN
cet-2957	113	27	of	of	ADP
cet-2957	113	28	xylose	xylose	PROPN
cet-2957	113	29	on	on	ADP
cet-2957	113	30	glucose	glucose	NOUN
cet-2957	113	31	,	,	PUNCT
cet-2957	113	32	and	and	CCONJ
cet-2957	113	33	vice	vice	NOUN
cet-2957	113	34	a	a	DET
cet-2957	113	35	versa	versa	ADV
cet-2957	113	36	.	.	PUNCT
cet-2957	114	1	therefore	therefore	ADV
cet-2957	114	2	,	,	PUNCT
cet-2957	114	3	our	our	PRON
cet-2957	114	4	results	result	NOUN
cet-2957	114	5	suggest	suggest	VERB
cet-2957	114	6	that	that	SCONJ
cet-2957	114	7	repression	repression	NOUN
cet-2957	114	8	effects	effect	NOUN
cet-2957	114	9	apply	apply	VERB
cet-2957	114	10	to	to	ADP
cet-2957	114	11	both	both	DET
cet-2957	114	12	sugars	sugar	NOUN
cet-2957	114	13	.	.	PUNCT
cet-2957	115	1	we	we	PRON
cet-2957	115	2	did	do	VERB
cet-2957	115	3	model	model	NOUN
cet-2957	115	4	simulations	simulation	NOUN
cet-2957	115	5	to	to	PART
cet-2957	115	6	examine	examine	VERB
cet-2957	115	7	the	the	DET
cet-2957	115	8	effects	effect	NOUN
cet-2957	115	9	of	of	ADP
cet-2957	115	10	model	model	NOUN
cet-2957	115	11	parameters	parameter	NOUN
cet-2957	115	12	on	on	ADP
cet-2957	115	13	the	the	DET
cet-2957	115	14	growth	growth	NOUN
cet-2957	115	15	rate	rate	NOUN
cet-2957	115	16	.	.	PUNCT
cet-2957	116	1	even	even	ADV
cet-2957	116	2	though	though	SCONJ
cet-2957	116	3	μmaxg	μmaxg	NOUN
cet-2957	116	4	was	be	AUX
cet-2957	116	5	smaller	small	ADJ
cet-2957	116	6	than	than	ADP
cet-2957	116	7	μmaxx	μmaxx	NOUN
cet-2957	116	8	,	,	PUNCT
cet-2957	116	9	it	it	PRON
cet-2957	116	10	had	have	VERB
cet-2957	116	11	a	a	DET
cet-2957	116	12	greater	great	ADJ
cet-2957	116	13	influence	influence	NOUN
cet-2957	116	14	on	on	ADP
cet-2957	116	15	the	the	DET
cet-2957	116	16	growth	growth	NOUN
cet-2957	116	17	rate	rate	NOUN
cet-2957	116	18	.	.	PUNCT
cet-2957	117	1	there	there	PRON
cet-2957	117	2	is	be	VERB
cet-2957	117	3	a	a	DET
cet-2957	117	4	relation	relation	NOUN
cet-2957	117	5	between	between	ADP
cet-2957	117	6	the	the	DET
cet-2957	117	7	sugar	sugar	NOUN
cet-2957	117	8	concentration	concentration	NOUN
cet-2957	117	9	and	and	CCONJ
cet-2957	117	10	the	the	DET
cet-2957	117	11	substrate	substrate	NOUN
cet-2957	117	12	affinity	affinity	NOUN
cet-2957	117	13	constant	constant	ADJ
cet-2957	117	14	(	(	PUNCT
cet-2957	117	15	shuler	shuler	PROPN
cet-2957	117	16	et	et	PROPN
cet-2957	117	17	al	al	PROPN
cet-2957	117	18	.	.	PROPN
cet-2957	117	19	,	,	PUNCT
cet-2957	117	20	2017	2017	NUM
cet-2957	117	21	)	)	PUNCT
cet-2957	117	22	.	.	PUNCT
cet-2957	118	1	when	when	SCONJ
cet-2957	118	2	sx	sx	PROPN
cet-2957	118	3	<	<	X
cet-2957	118	4	ksx	ksx	PROPN
cet-2957	118	5	,	,	PUNCT
cet-2957	118	6	the	the	DET
cet-2957	118	7	term	term	NOUN
cet-2957	118	8	for	for	ADP
cet-2957	118	9	repression	repression	NOUN
cet-2957	118	10	effect	effect	NOUN
cet-2957	118	11	of	of	ADP
cet-2957	118	12	xylose	xylose	PROPN
cet-2957	118	13	on	on	ADP
cet-2957	118	14	glucose	glucose	NOUN
cet-2957	118	15	utilization	utilization	NOUN
cet-2957	118	16	(	(	PUNCT
cet-2957	118	17	1+sx	1+sx	NUM
cet-2957	118	18	/	/	SYM
cet-2957	118	19	ksx	ksx	NOUN
cet-2957	118	20	)	)	PUNCT
cet-2957	118	21	decreases	decrease	VERB
cet-2957	118	22	with	with	ADP
cet-2957	118	23	increasing	increase	VERB
cet-2957	118	24	ksx	ksx	NOUN
cet-2957	118	25	,	,	PUNCT
cet-2957	118	26	and	and	CCONJ
cet-2957	118	27	vice	vice	NOUN
cet-2957	118	28	a	a	DET
cet-2957	118	29	versa	versa	ADV
cet-2957	118	30	.	.	PUNCT
cet-2957	119	1	therefore	therefore	ADV
cet-2957	119	2	,	,	PUNCT
cet-2957	119	3	a	a	DET
cet-2957	119	4	change	change	NOUN
cet-2957	119	5	in	in	ADP
cet-2957	119	6	ksg	ksg	NOUN
cet-2957	119	7	and	and	CCONJ
cet-2957	119	8	ksx	ksx	NOUN
cet-2957	119	9	resulted	result	VERB
cet-2957	119	10	in	in	ADP
cet-2957	119	11	different	different	ADJ
cet-2957	119	12	effects	effect	NOUN
cet-2957	119	13	on	on	ADP
cet-2957	119	14	the	the	DET
cet-2957	119	15	growth	growth	NOUN
cet-2957	119	16	rate	rate	NOUN
cet-2957	119	17	,	,	PUNCT
cet-2957	119	18	figure	figure	VERB
cet-2957	119	19	2	2	NUM
cet-2957	119	20	b	b	NOUN
cet-2957	119	21	)	)	PUNCT
cet-2957	119	22	and	and	CCONJ
cet-2957	119	23	c	c	X
cet-2957	119	24	)	)	PUNCT
cet-2957	119	25	,	,	PUNCT
cet-2957	119	26	since	since	SCONJ
cet-2957	119	27	sg=2.5	sg=2.5	PROPN
cet-2957	119	28	g	g	PROPN
cet-2957	119	29	/	/	SYM
cet-2957	119	30	l	l	NOUN
cet-2957	119	31	>	>	PUNCT
cet-2957	119	32	ksg=1.2360	ksg=1.2360	NOUN
cet-2957	119	33	g	g	PROPN
cet-2957	119	34	/	/	SYM
cet-2957	119	35	l	l	NOUN
cet-2957	119	36	,	,	PUNCT
cet-2957	119	37	and	and	CCONJ
cet-2957	119	38	sx=2.5	sx=2.5	VERB
cet-2957	119	39	g	g	NOUN
cet-2957	119	40	/	/	SYM
cet-2957	119	41	l	l	NOUN
cet-2957	119	42	<	<	X
cet-2957	119	43	ksx=4.5996	ksx=4.5996	X
cet-2957	119	44	g	g	NOUN
cet-2957	119	45	/	/	SYM
cet-2957	119	46	l.	l.	PROPN
cet-2957	119	47	5	5	NUM
cet-2957	119	48	.	.	PUNCT
cet-2957	119	49	conclusions	conclusion	NOUN
cet-2957	119	50	to	to	ADP
cet-2957	119	51	our	our	PRON
cet-2957	119	52	knowledge	knowledge	NOUN
cet-2957	119	53	,	,	PUNCT
cet-2957	119	54	this	this	PRON
cet-2957	119	55	is	be	AUX
cet-2957	119	56	the	the	DET
cet-2957	119	57	first	first	ADJ
cet-2957	119	58	attempt	attempt	NOUN
cet-2957	119	59	to	to	PART
cet-2957	119	60	model	model	VERB
cet-2957	119	61	the	the	DET
cet-2957	119	62	growth	growth	NOUN
cet-2957	119	63	of	of	ADP
cet-2957	119	64	c.beijerinckii	c.beijerinckii	ADJ
cet-2957	119	65	ncimb	ncimb	NOUN
cet-2957	119	66	8052	8052	NUM
cet-2957	119	67	on	on	ADP
cet-2957	119	68	glucose	glucose	NOUN
cet-2957	119	69	and	and	CCONJ
cet-2957	119	70	xylose	xylose	PROPN
cet-2957	119	71	,	,	PUNCT
cet-2957	119	72	which	which	PRON
cet-2957	119	73	considers	consider	VERB
cet-2957	119	74	the	the	DET
cet-2957	119	75	synergistic	synergistic	ADJ
cet-2957	119	76	effects	effect	NOUN
cet-2957	119	77	of	of	ADP
cet-2957	119	78	sugars	sugar	NOUN
cet-2957	119	79	.	.	PUNCT
cet-2957	120	1	we	we	PRON
cet-2957	120	2	fitted	fit	VERB
cet-2957	120	3	growth	growth	NOUN
cet-2957	120	4	models	model	NOUN
cet-2957	120	5	with	with	ADP
cet-2957	120	6	different	different	ADJ
cet-2957	120	7	types	type	NOUN
cet-2957	120	8	of	of	ADP
cet-2957	120	9	interactions	interaction	NOUN
cet-2957	120	10	to	to	ADP
cet-2957	120	11	the	the	DET
cet-2957	120	12	growth	growth	NOUN
cet-2957	120	13	rate	rate	NOUN
cet-2957	120	14	data	datum	NOUN
cet-2957	120	15	obtained	obtain	VERB
cet-2957	120	16	with	with	ADP
cet-2957	120	17	varying	vary	VERB
cet-2957	120	18	sugar	sugar	NOUN
cet-2957	120	19	concentrations	concentration	NOUN
cet-2957	120	20	.	.	PUNCT
cet-2957	121	1	a	a	DET
cet-2957	121	2	noncompetitive	noncompetitive	ADJ
cet-2957	121	3	binary	binary	ADJ
cet-2957	121	4	substrate	substrate	NOUN
cet-2957	121	5	growth	growth	NOUN
cet-2957	121	6	model	model	NOUN
cet-2957	121	7	gave	give	VERB
cet-2957	121	8	the	the	DET
cet-2957	121	9	best	good	ADJ
cet-2957	121	10	fit	fit	NOUN
cet-2957	121	11	.	.	PUNCT
cet-2957	122	1	both	both	DET
cet-2957	122	2	sugars	sugar	NOUN
cet-2957	122	3	had	have	VERB
cet-2957	122	4	ccr	ccr	PROPN
cet-2957	122	5	effects	effect	NOUN
cet-2957	122	6	on	on	ADP
cet-2957	122	7	the	the	DET
cet-2957	122	8	growth	growth	NOUN
cet-2957	122	9	rate	rate	NOUN
cet-2957	122	10	,	,	PUNCT
cet-2957	122	11	and	and	CCONJ
cet-2957	122	12	interaction	interaction	NOUN
cet-2957	122	13	was	be	AUX
cet-2957	122	14	of	of	ADP
cet-2957	122	15	the	the	DET
cet-2957	122	16	noncompetitive	noncompetitive	ADJ
cet-2957	122	17	type	type	NOUN
cet-2957	122	18	.	.	PUNCT
cet-2957	123	1	validation	validation	NOUN
cet-2957	123	2	with	with	ADP
cet-2957	123	3	other	other	ADJ
cet-2957	123	4	sugar	sugar	NOUN
cet-2957	123	5	concentration	concentration	NOUN
cet-2957	123	6	values	value	NOUN
cet-2957	123	7	will	will	AUX
cet-2957	123	8	be	be	AUX
cet-2957	123	9	necessary	necessary	ADJ
cet-2957	123	10	to	to	PART
cet-2957	123	11	evaluate	evaluate	VERB
cet-2957	123	12	the	the	DET
cet-2957	123	13	prediction	prediction	NOUN
cet-2957	123	14	capability	capability	NOUN
cet-2957	123	15	of	of	ADP
cet-2957	123	16	the	the	DET
cet-2957	123	17	proposed	propose	VERB
cet-2957	123	18	model	model	NOUN
cet-2957	123	19	.	.	PUNCT
cet-2957	124	1	a	a	DET
cet-2957	124	2	transcriptional	transcriptional	ADJ
cet-2957	124	3	study	study	NOUN
cet-2957	124	4	will	will	AUX
cet-2957	124	5	be	be	AUX
cet-2957	124	6	beneficial	beneficial	ADJ
cet-2957	124	7	to	to	PART
cet-2957	124	8	understand	understand	VERB
cet-2957	124	9	global	global	ADJ
cet-2957	124	10	gene	gene	NOUN
cet-2957	124	11	regulation	regulation	NOUN
cet-2957	124	12	mechanisms	mechanism	NOUN
cet-2957	124	13	as	as	ADP
cet-2957	124	14	guidance	guidance	NOUN
cet-2957	124	15	for	for	ADP
cet-2957	124	16	improving	improve	VERB
cet-2957	124	17	the	the	DET
cet-2957	124	18	efficiency	efficiency	NOUN
cet-2957	124	19	of	of	ADP
cet-2957	124	20	lignocellulosic	lignocellulosic	ADJ
cet-2957	124	21	fermentation	fermentation	NOUN
cet-2957	124	22	processes	process	NOUN
cet-2957	124	23	.	.	PUNCT
cet-2957	125	1	acknowledgments	acknowledgment	NOUN
cet-2957	125	2	this	this	DET
cet-2957	125	3	study	study	NOUN
cet-2957	125	4	was	be	AUX
cet-2957	125	5	performed	perform	VERB
cet-2957	125	6	in	in	ADP
cet-2957	125	7	the	the	DET
cet-2957	125	8	frame	frame	NOUN
cet-2957	125	9	of	of	ADP
cet-2957	125	10	the	the	DET
cet-2957	125	11	project	project	NOUN
cet-2957	125	12	"	"	PUNCT
cet-2957	125	13	ecolodge	ecolodge	VERB
cet-2957	125	14	efficient	efficient	ADJ
cet-2957	125	15	production	production	NOUN
cet-2957	125	16	of	of	ADP
cet-2957	125	17	butyl	butyl	NOUN
cet-2957	125	18	butyrate	butyrate	NOUN
cet-2957	125	19	from	from	ADP
cet-2957	125	20	lignocellulose	lignocellulose	ADJ
cet-2957	125	21	derived	derive	VERB
cet-2957	125	22	sugars	sugar	NOUN
cet-2957	125	23	"	"	PUNCT
cet-2957	125	24	funded	fund	VERB
cet-2957	125	25	by	by	ADP
cet-2957	125	26	the	the	DET
cet-2957	125	27	research	research	NOUN
cet-2957	125	28	council	council	PROPN
cet-2957	125	29	of	of	ADP
cet-2957	125	30	norway	norway	PROPN
cet-2957	125	31	's	's	PART
cet-2957	125	32	energix	energix	NOUN
cet-2957	125	33	programme	programme	NOUN
cet-2957	125	34	(	(	PUNCT
cet-2957	125	35	project	project	NOUN
cet-2957	125	36	no	no	NOUN
cet-2957	125	37	.	.	PROPN
cet-2957	125	38	246821	246821	NUM
cet-2957	125	39	)	)	PUNCT
cet-2957	125	40	and	and	CCONJ
cet-2957	125	41	the	the	DET
cet-2957	125	42	ministry	ministry	PROPN
cet-2957	125	43	of	of	ADP
cet-2957	125	44	science	science	NOUN
cet-2957	125	45	and	and	CCONJ
cet-2957	125	46	technology	technology	NOUN
cet-2957	125	47	,	,	PUNCT
cet-2957	125	48	government	government	NOUN
cet-2957	125	49	of	of	ADP
cet-2957	125	50	india	india	PROPN
cet-2957	125	51	(	(	PUNCT
cet-2957	125	52	int	int	NOUN
cet-2957	125	53	/	/	SYM
cet-2957	125	54	nor	nor	CCONJ
cet-2957	125	55	/	/	SYM
cet-2957	125	56	rcn	rcn	PROPN
cet-2957	125	57	/	/	SYM
cet-2957	125	58	p-06/2015	p-06/2015	NOUN
cet-2957	125	59	)	)	PUNCT
cet-2957	125	60	.	.	PUNCT
cet-2957	126	1	reference	reference	NOUN
cet-2957	126	2	bell	bell	PROPN
cet-2957	126	3	w.h	w.h	PROPN
cet-2957	126	4	.	.	PROPN
cet-2957	126	5	,	,	PUNCT
cet-2957	126	6	1980	1980	NUM
cet-2957	126	7	,	,	PUNCT
cet-2957	126	8	bacterial	bacterial	ADJ
cet-2957	126	9	utilization	utilization	NOUN
cet-2957	126	10	of	of	ADP
cet-2957	126	11	algal	algal	ADJ
cet-2957	126	12	extracellular	extracellular	ADJ
cet-2957	126	13	products	product	NOUN
cet-2957	126	14	.	.	PUNCT
cet-2957	127	1	1	1	X
cet-2957	127	2	.	.	X
cet-2957	127	3	the	the	DET
cet-2957	127	4	kinetic	kinetic	ADJ
cet-2957	127	5	approach	approach	NOUN
cet-2957	127	6	,	,	PUNCT
cet-2957	127	7	limnology	limnology	NOUN
cet-2957	127	8	and	and	CCONJ
cet-2957	127	9	oceanography	oceanography	NOUN
cet-2957	127	10	,	,	PUNCT
cet-2957	127	11	25(6	25(6	NOUN
cet-2957	127	12	)	)	PUNCT
cet-2957	127	13	,	,	PUNCT
cet-2957	127	14	1007	1007	NUM
cet-2957	127	15	-	-	SYM
cet-2957	127	16	1020	1020	NUM
cet-2957	127	17	.	.	PUNCT
cet-2957	128	1	birgen	birgen	PROPN
cet-2957	128	2	c.	c.	PROPN
cet-2957	128	3	,	,	PUNCT
cet-2957	128	4	markussen	markussen	PROPN
cet-2957	128	5	s.	s.	PROPN
cet-2957	128	6	,	,	PUNCT
cet-2957	128	7	wentzel	wentzel	ADJ
cet-2957	128	8	a.	a.	NOUN
cet-2957	128	9	,	,	PUNCT
cet-2957	128	10	preisig	preisig	PROPN
cet-2957	128	11	h.a	h.a	PROPN
cet-2957	128	12	.	.	PROPN
cet-2957	128	13	,	,	PUNCT
cet-2957	128	14	2018a	2018a	NUM
cet-2957	128	15	,	,	PUNCT
cet-2957	128	16	response	response	NOUN
cet-2957	128	17	surface	surface	NOUN
cet-2957	128	18	methodology	methodology	NOUN
cet-2957	128	19	for	for	ADP
cet-2957	128	20	understanding	understand	VERB
cet-2957	128	21	glucose	glucose	NOUN
cet-2957	128	22	and	and	CCONJ
cet-2957	128	23	xylose	xylose	ADJ
cet-2957	128	24	utilization	utilization	NOUN
cet-2957	128	25	by	by	ADP
cet-2957	128	26	clostridium	clostridium	NOUN
cet-2957	128	27	beijerinckii	beijerinckii	PROPN
cet-2957	128	28	ncimb	ncimb	PROPN
cet-2957	128	29	8052	8052	NUM
cet-2957	128	30	,	,	PUNCT
cet-2957	128	31	chemical	chemical	NOUN
cet-2957	128	32	engineering	engineering	NOUN
cet-2957	128	33	transactions	transaction	NOUN
cet-2957	128	34	,	,	PUNCT
cet-2957	128	35	65	65	NUM
cet-2957	128	36	.	.	PUNCT
cet-2957	129	1	birgen	birgen	PROPN
cet-2957	129	2	c.	c.	PROPN
cet-2957	129	3	,	,	PUNCT
cet-2957	129	4	markussen	markussen	PROPN
cet-2957	129	5	s.	s.	PROPN
cet-2957	129	6	,	,	PUNCT
cet-2957	129	7	wentzel	wentzel	ADJ
cet-2957	129	8	a.	a.	NOUN
cet-2957	129	9	,	,	PUNCT
cet-2957	129	10	preisig	preisig	PROPN
cet-2957	129	11	h.a	h.a	PROPN
cet-2957	129	12	.	.	PROPN
cet-2957	129	13	,	,	PUNCT
cet-2957	129	14	2018b	2018b	NUM
cet-2957	129	15	,	,	PUNCT
cet-2957	129	16	the	the	DET
cet-2957	129	17	effect	effect	NOUN
cet-2957	129	18	of	of	ADP
cet-2957	129	19	feeding	feed	VERB
cet-2957	129	20	strategy	strategy	NOUN
cet-2957	129	21	on	on	ADP
cet-2957	129	22	butanol	butanol	NOUN
cet-2957	129	23	production	production	NOUN
cet-2957	129	24	by	by	ADP
cet-2957	129	25	clostridium	clostridium	NOUN
cet-2957	129	26	beijerinckii	beijerinckii	PROPN
cet-2957	129	27	ncimb	ncimb	PROPN
cet-2957	129	28	8052	8052	NUM
cet-2957	129	29	using	use	VERB
cet-2957	129	30	glucose	glucose	NOUN
cet-2957	129	31	and	and	CCONJ
cet-2957	129	32	xylose	xylose	PROPN
cet-2957	129	33	,	,	PUNCT
cet-2957	129	34	chemical	chemical	NOUN
cet-2957	129	35	engineering	engineering	NOUN
cet-2957	129	36	transactions	transaction	NOUN
cet-2957	129	37	,	,	PUNCT
cet-2957	129	38	65	65	NUM
cet-2957	129	39	.	.	PUNCT
cet-2957	129	40	cecilia	cecilia	PROPN
cet-2957	129	41	i.	i.	PROPN
cet-2957	129	42	,	,	PUNCT
cet-2957	129	43	jimena	jimena	PROPN
cet-2957	129	44	a.	a.	PROPN
cet-2957	129	45	,	,	PUNCT
cet-2957	129	46	soledad	soledad	PROPN
cet-2957	129	47	diaz	diaz	PROPN
cet-2957	129	48	m.	m.	PROPN
cet-2957	129	49	,	,	PUNCT
cet-2957	129	50	ruggeri	ruggeri	PROPN
cet-2957	129	51	b.	b.	PROPN
cet-2957	129	52	,	,	PUNCT
cet-2957	129	53	2013	2013	NUM
cet-2957	129	54	,	,	PUNCT
cet-2957	129	55	modeling	modeling	NOUN
cet-2957	129	56	and	and	CCONJ
cet-2957	129	57	parameter	parameter	NOUN
cet-2957	129	58	estimation	estimation	NOUN
cet-2957	129	59	in	in	ADP
cet-2957	129	60	biofuel	biofuel	NOUN
cet-2957	129	61	discontinuous	discontinuous	ADJ
cet-2957	129	62	production	production	NOUN
cet-2957	129	63	by	by	ADP
cet-2957	129	64	hydrogen	hydrogen	NOUN
cet-2957	129	65	forming	form	VERB
cet-2957	129	66	bacteria	bacteria	NOUN
cet-2957	129	67	(	(	PUNCT
cet-2957	129	68	hfb	hfb	PROPN
cet-2957	129	69	)	)	PUNCT
cet-2957	129	70	,	,	PUNCT
cet-2957	129	71	chemical	chemical	NOUN
cet-2957	129	72	engineering	engineering	NOUN
cet-2957	129	73	transactions	transaction	NOUN
cet-2957	129	74	,	,	PUNCT
cet-2957	129	75	32	32	NUM
cet-2957	129	76	,	,	PUNCT
cet-2957	129	77	1033	1033	NUM
cet-2957	129	78	-	-	SYM
cet-2957	129	79	1038	1038	NUM
cet-2957	129	80	.	.	PUNCT
cet-2957	130	1	jørgensen	jørgensen	PROPN
cet-2957	130	2	h.	h.	PROPN
cet-2957	130	3	,	,	PUNCT
cet-2957	130	4	kristensen	kristensen	PROPN
cet-2957	130	5	j.b	j.b	PROPN
cet-2957	130	6	.	.	PROPN
cet-2957	130	7	,	,	PUNCT
cet-2957	130	8	felby	felby	PROPN
cet-2957	130	9	c.	c.	PROPN
cet-2957	130	10	,	,	PUNCT
cet-2957	130	11	2007	2007	NUM
cet-2957	130	12	,	,	PUNCT
cet-2957	130	13	enzymatic	enzymatic	ADJ
cet-2957	130	14	conversion	conversion	NOUN
cet-2957	130	15	of	of	ADP
cet-2957	130	16	lignocellulose	lignocellulose	NOUN
cet-2957	130	17	into	into	ADP
cet-2957	130	18	fermentable	fermentable	ADJ
cet-2957	130	19	sugars	sugar	NOUN
cet-2957	130	20	:	:	PUNCT
cet-2957	130	21	challenges	challenge	NOUN
cet-2957	130	22	and	and	CCONJ
cet-2957	130	23	opportunities	opportunity	NOUN
cet-2957	130	24	,	,	PUNCT
cet-2957	130	25	biofuels	biofuel	NOUN
cet-2957	130	26	,	,	PUNCT
cet-2957	130	27	bioproducts	bioproduct	NOUN
cet-2957	130	28	and	and	CCONJ
cet-2957	130	29	biorefining	biorefining	NOUN
cet-2957	130	30	,	,	PUNCT
cet-2957	130	31	1(2	1(2	NUM
cet-2957	130	32	)	)	PUNCT
cet-2957	130	33	,	,	PUNCT
cet-2957	130	34	119	119	NUM
cet-2957	130	35	-	-	SYM
cet-2957	130	36	134	134	NUM
cet-2957	130	37	.	.	PUNCT
cet-2957	131	1	lee	lee	PROPN
cet-2957	131	2	s.h	s.h	PROPN
cet-2957	131	3	.	.	PROPN
cet-2957	131	4	,	,	PUNCT
cet-2957	131	5	yun	yun	PROPN
cet-2957	131	6	e.j	e.j	PROPN
cet-2957	131	7	.	.	PROPN
cet-2957	131	8	,	,	PUNCT
cet-2957	131	9	kim	kim	PROPN
cet-2957	131	10	j.	j.	PROPN
cet-2957	131	11	,	,	PUNCT
cet-2957	131	12	lee	lee	PROPN
cet-2957	131	13	s.j	s.j	PROPN
cet-2957	131	14	.	.	PROPN
cet-2957	131	15	,	,	PUNCT
cet-2957	131	16	um	um	INTJ
cet-2957	131	17	y.	y.	PROPN
cet-2957	131	18	,	,	PUNCT
cet-2957	131	19	kim	kim	PROPN
cet-2957	131	20	k.h	k.h	PROPN
cet-2957	131	21	.	.	PROPN
cet-2957	131	22	,	,	PUNCT
cet-2957	131	23	2016	2016	NUM
cet-2957	131	24	,	,	PUNCT
cet-2957	131	25	biomass	biomass	NOUN
cet-2957	131	26	,	,	PUNCT
cet-2957	131	27	strain	strain	NOUN
cet-2957	131	28	engineering	engineering	NOUN
cet-2957	131	29	,	,	PUNCT
cet-2957	131	30	and	and	CCONJ
cet-2957	131	31	fermentation	fermentation	NOUN
cet-2957	131	32	processes	process	NOUN
cet-2957	131	33	for	for	ADP
cet-2957	131	34	butanol	butanol	NOUN
cet-2957	131	35	production	production	NOUN
cet-2957	131	36	by	by	ADP
cet-2957	131	37	solventogenic	solventogenic	ADJ
cet-2957	131	38	clostridia	clostridia	PROPN
cet-2957	131	39	,	,	PUNCT
cet-2957	131	40	applied	apply	VERB
cet-2957	131	41	microbiology	microbiology	NOUN
cet-2957	131	42	and	and	CCONJ
cet-2957	131	43	biotechnology	biotechnology	NOUN
cet-2957	131	44	,	,	PUNCT
cet-2957	131	45	100(19	100(19	NUM
cet-2957	131	46	)	)	PUNCT
cet-2957	131	47	,	,	PUNCT
cet-2957	131	48	8255	8255	NUM
cet-2957	131	49	-	-	SYM
cet-2957	131	50	8271	8271	NUM
cet-2957	131	51	.	.	PUNCT
cet-2957	132	1	megee	megee	PROPN
cet-2957	132	2	iii	iii	PROPN
cet-2957	132	3	,	,	PUNCT
cet-2957	132	4	r.d	r.d	PROPN
cet-2957	132	5	.	.	PROPN
cet-2957	132	6	,	,	PUNCT
cet-2957	132	7	drake	drake	PROPN
cet-2957	133	1	j.f	j.f	PROPN
cet-2957	133	2	.	.	PROPN
cet-2957	133	3	,	,	PUNCT
cet-2957	133	4	fredrickson	fredrickson	PROPN
cet-2957	133	5	a.g	a.g	PROPN
cet-2957	133	6	.	.	PROPN
cet-2957	133	7	,	,	PUNCT
cet-2957	133	8	tsuchiya	tsuchiya	PROPN
cet-2957	133	9	h.m	h.m	PROPN
cet-2957	133	10	.	.	PROPN
cet-2957	133	11	,	,	PUNCT
cet-2957	133	12	1972	1972	NUM
cet-2957	133	13	,	,	PUNCT
cet-2957	133	14	studies	study	NOUN
cet-2957	133	15	in	in	ADP
cet-2957	133	16	intermicrobial	intermicrobial	ADJ
cet-2957	133	17	symbiosis	symbiosis	NOUN
cet-2957	133	18	.	.	PUNCT
cet-2957	134	1	saccharomyces	saccharomyce	NOUN
cet-2957	134	2	cerevisiae	cerevisiae	NOUN
cet-2957	134	3	and	and	CCONJ
cet-2957	134	4	lactobacillus	lactobacillus	NOUN
cet-2957	134	5	casei	casei	VERB
cet-2957	134	6	,	,	PUNCT
cet-2957	134	7	canadian	canadian	ADJ
cet-2957	134	8	journal	journal	NOUN
cet-2957	134	9	of	of	ADP
cet-2957	134	10	microbiology	microbiology	NOUN
cet-2957	134	11	,	,	PUNCT
cet-2957	134	12	18(11	18(11	NUM
cet-2957	134	13	)	)	PUNCT
cet-2957	134	14	,	,	PUNCT
cet-2957	134	15	1733	1733	NUM
cet-2957	134	16	-	-	SYM
cet-2957	134	17	1742	1742	NUM
cet-2957	134	18	.	.	PUNCT
cet-2957	135	1	okpokwasili	okpokwasili	PROPN
cet-2957	135	2	g.c	g.c	PROPN
cet-2957	135	3	.	.	PROPN
cet-2957	135	4	,	,	PUNCT
cet-2957	135	5	nweke	nweke	PROPN
cet-2957	135	6	c.o	c.o	PROPN
cet-2957	135	7	.	.	PROPN
cet-2957	135	8	,	,	PUNCT
cet-2957	135	9	2006	2006	NUM
cet-2957	135	10	,	,	PUNCT
cet-2957	135	11	microbial	microbial	ADJ
cet-2957	135	12	growth	growth	NOUN
cet-2957	135	13	and	and	CCONJ
cet-2957	135	14	substrate	substrate	NOUN
cet-2957	135	15	utilization	utilization	NOUN
cet-2957	135	16	kinetics	kinetic	NOUN
cet-2957	135	17	.	.	PUNCT
cet-2957	136	1	african	african	ADJ
cet-2957	136	2	journal	journal	PROPN
cet-2957	136	3	of	of	ADP
cet-2957	136	4	biotechnology	biotechnology	NOUN
cet-2957	136	5	,	,	PUNCT
cet-2957	136	6	5(4	5(4	NUM
cet-2957	136	7	)	)	PUNCT
cet-2957	136	8	,	,	PUNCT
cet-2957	136	9	305	305	NUM
cet-2957	136	10	-	-	SYM
cet-2957	136	11	317	317	NUM
cet-2957	136	12	.	.	PUNCT
cet-2957	137	1	ren	ren	PROPN
cet-2957	137	2	c.	c.	PROPN
cet-2957	137	3	,	,	PUNCT
cet-2957	137	4	gu	gu	PROPN
cet-2957	137	5	y.	y.	PROPN
cet-2957	137	6	,	,	PUNCT
cet-2957	137	7	hu	hu	PROPN
cet-2957	137	8	s.	s.	PROPN
cet-2957	137	9	,	,	PUNCT
cet-2957	137	10	wu	wu	PROPN
cet-2957	137	11	y.	y.	PROPN
cet-2957	137	12	,	,	PUNCT
cet-2957	137	13	wang	wang	PROPN
cet-2957	137	14	p.	p.	PROPN
cet-2957	137	15	,	,	PUNCT
cet-2957	137	16	yang	yang	PROPN
cet-2957	137	17	y.	y.	PROPN
cet-2957	137	18	,	,	PUNCT
cet-2957	137	19	yang	yang	PROPN
cet-2957	137	20	c.	c.	PROPN
cet-2957	137	21	,	,	PUNCT
cet-2957	137	22	yang	yang	PROPN
cet-2957	137	23	s.	s.	PROPN
cet-2957	137	24	,	,	PUNCT
cet-2957	137	25	jiang	jiang	PROPN
cet-2957	137	26	w.	w.	PROPN
cet-2957	137	27	,	,	PUNCT
cet-2957	137	28	2010	2010	NUM
cet-2957	137	29	,	,	PUNCT
cet-2957	137	30	identification	identification	NOUN
cet-2957	137	31	and	and	CCONJ
cet-2957	137	32	inactivation	inactivation	NOUN
cet-2957	137	33	of	of	ADP
cet-2957	137	34	pleiotropic	pleiotropic	ADJ
cet-2957	137	35	regulator	regulator	NOUN
cet-2957	137	36	ccpa	ccpa	NOUN
cet-2957	137	37	to	to	PART
cet-2957	137	38	eliminate	eliminate	VERB
cet-2957	137	39	glucose	glucose	NOUN
cet-2957	137	40	repression	repression	NOUN
cet-2957	137	41	of	of	ADP
cet-2957	137	42	xylose	xylose	PROPN
cet-2957	137	43	utilization	utilization	NOUN
cet-2957	137	44	in	in	ADP
cet-2957	137	45	clostridium	clostridium	NOUN
cet-2957	137	46	acetobutylicum	acetobutylicum	NOUN
cet-2957	137	47	,	,	PUNCT
cet-2957	137	48	metabolic	metabolic	NOUN
cet-2957	137	49	engineering	engineering	NOUN
cet-2957	137	50	,	,	PUNCT
cet-2957	137	51	12(5	12(5	NUM
cet-2957	137	52	)	)	PUNCT
cet-2957	137	53	,	,	PUNCT
cet-2957	137	54	446	446	NUM
cet-2957	137	55	-	-	SYM
cet-2957	137	56	454	454	NUM
cet-2957	137	57	.	.	PUNCT
cet-2957	138	1	segel	segel	PROPN
cet-2957	138	2	i.h	i.h	PROPN
cet-2957	138	3	.	.	PROPN
cet-2957	138	4	,	,	PUNCT
cet-2957	138	5	1975	1975	NUM
cet-2957	138	6	,	,	PUNCT
cet-2957	138	7	enzyme	enzyme	NOUN
cet-2957	138	8	kinetics	kinetic	NOUN
cet-2957	138	9	.	.	PUNCT
cet-2957	139	1	john	john	PROPN
cet-2957	139	2	wiley	wiley	PROPN
cet-2957	139	3	&	&	CCONJ
cet-2957	139	4	sons	son	NOUN
cet-2957	139	5	,	,	PUNCT
cet-2957	139	6	new	new	PROPN
cet-2957	139	7	york	york	PROPN
cet-2957	139	8	.	.	PUNCT
cet-2957	140	1	shuler	shuler	PROPN
cet-2957	140	2	m.l	m.l	PROPN
cet-2957	140	3	.	.	PROPN
cet-2957	140	4	,	,	PUNCT
cet-2957	140	5	kargi	kargi	PROPN
cet-2957	140	6	f.	f.	PROPN
cet-2957	140	7	,	,	PUNCT
cet-2957	140	8	delisa	delisa	NOUN
cet-2957	140	9	m.	m.	NOUN
cet-2957	140	10	,	,	PUNCT
cet-2957	140	11	2017	2017	NUM
cet-2957	140	12	,	,	PUNCT
cet-2957	140	13	bioprocess	bioprocess	NOUN
cet-2957	140	14	engineering	engineering	NOUN
cet-2957	140	15	:	:	PUNCT
cet-2957	140	16	basic	basic	ADJ
cet-2957	140	17	concepts	concept	NOUN
cet-2957	140	18	.	.	PUNCT
cet-2957	141	1	englewood	englewood	PROPN
cet-2957	141	2	cliffs	cliffs	PROPN
cet-2957	141	3	,	,	PUNCT
cet-2957	141	4	prentice	prentice	NOUN
cet-2957	141	5	hall	hall	NOUN
cet-2957	141	6	.	.	PUNCT
cet-2957	142	1	yoon	yoon	PROPN
cet-2957	142	2	h.	h.	PROPN
cet-2957	142	3	,	,	PUNCT
cet-2957	142	4	klinzing	klinze	VERB
cet-2957	142	5	g.	g.	PROPN
cet-2957	142	6	,	,	PUNCT
cet-2957	142	7	blanch	blanch	PROPN
cet-2957	142	8	h.w	h.w	PROPN
cet-2957	142	9	.	.	PROPN
cet-2957	142	10	,	,	PUNCT
cet-2957	142	11	1977	1977	NUM
cet-2957	142	12	,	,	PUNCT
cet-2957	142	13	competition	competition	NOUN
cet-2957	142	14	for	for	ADP
cet-2957	142	15	mixed	mixed	ADJ
cet-2957	142	16	substrates	substrate	NOUN
cet-2957	142	17	by	by	ADP
cet-2957	142	18	microbial	microbial	ADJ
cet-2957	142	19	populations	population	NOUN
cet-2957	142	20	.	.	PUNCT
cet-2957	143	1	biotechnology	biotechnology	NOUN
cet-2957	143	2	and	and	CCONJ
cet-2957	143	3	bioengineering	bioengineering	NOUN
cet-2957	143	4	,	,	PUNCT
cet-2957	143	5	19	19	NUM
cet-2957	143	6	,	,	PUNCT
cet-2957	143	7	1193	1193	NUM
cet-2957	143	8	-	-	SYM
cet-2957	143	9	1210	1210	NUM
cet-2957	143	10	.	.	PUNCT
cet-2957	144	1	zhang	zhang	PROPN
cet-2957	144	2	j.	j.	PROPN
cet-2957	144	3	,	,	PUNCT
cet-2957	144	4	zhu	zhu	PROPN
cet-2957	144	5	w.	w.	PROPN
cet-2957	144	6	,	,	PUNCT
cet-2957	144	7	xu	xu	PROPN
cet-2957	144	8	h.	h.	PROPN
cet-2957	144	9	,	,	PUNCT
cet-2957	144	10	li	li	PROPN
cet-2957	144	11	y.	y.	PROPN
cet-2957	144	12	,	,	PUNCT
cet-2957	144	13	hua	hua	PROPN
cet-2957	144	14	d.	d.	PROPN
cet-2957	144	15	,	,	PUNCT
cet-2957	144	16	jin	jin	PROPN
cet-2957	144	17	f.	f.	PROPN
cet-2957	144	18	,	,	PUNCT
cet-2957	144	19	...	...	PUNCT
cet-2957	144	20	,	,	PUNCT
cet-2957	144	21	zhang	zhang	PROPN
cet-2957	144	22	x.	x.	PROPN
cet-2957	144	23	,	,	PUNCT
cet-2957	144	24	2016	2016	NUM
cet-2957	144	25	,	,	PUNCT
cet-2957	144	26	simultaneous	simultaneous	ADJ
cet-2957	144	27	glucose	glucose	NOUN
cet-2957	144	28	and	and	CCONJ
cet-2957	144	29	xylose	xylose	NOUN
cet-2957	144	30	uptake	uptake	ADJ
cet-2957	144	31	by	by	ADP
cet-2957	144	32	an	an	DET
cet-2957	144	33	acetone	acetone	NOUN
cet-2957	144	34	/	/	SYM
cet-2957	144	35	butanol	butanol	NOUN
cet-2957	144	36	/	/	SYM
cet-2957	144	37	ethanol	ethanol	NOUN
cet-2957	144	38	producing	produce	VERB
cet-2957	144	39	laboratory	laboratory	NOUN
cet-2957	144	40	clostridium	clostridium	NOUN
cet-2957	144	41	beijerinckii	beijerinckii	PROPN
cet-2957	144	42	strain	strain	NOUN
cet-2957	144	43	se-2	se-2	SYM
cet-2957	144	44	,	,	PUNCT
cet-2957	144	45	biotechnology	biotechnology	NOUN
cet-2957	144	46	letters	letter	NOUN
cet-2957	144	47	,	,	PUNCT
cet-2957	144	48	38(4	38(4	NUM
cet-2957	144	49	)	)	PUNCT
cet-2957	144	50	,	,	PUNCT
cet-2957	144	51	611	611	NUM
cet-2957	144	52	-	-	SYM
cet-2957	144	53	617	617	NUM
cet-2957	144	54	.	.	PUNCT
cet-2957	145	1	zhang	zhang	PROPN
cet-2957	145	2	w.l	w.l	PROPN
cet-2957	145	3	.	.	PROPN
cet-2957	145	4	,	,	PUNCT
cet-2957	145	5	liu	liu	PROPN
cet-2957	145	6	z.y	z.y	PROPN
cet-2957	145	7	.	.	PROPN
cet-2957	145	8	,	,	PUNCT
cet-2957	145	9	liu	liu	PROPN
cet-2957	145	10	z.	z.	PROPN
cet-2957	145	11	,	,	PUNCT
cet-2957	145	12	li	li	PROPN
cet-2957	145	13	f.l	f.l	PROPN
cet-2957	145	14	.	.	PROPN
cet-2957	145	15	,	,	PUNCT
cet-2957	145	16	2012	2012	NUM
cet-2957	145	17	,	,	PUNCT
cet-2957	145	18	butanol	butanol	NOUN
cet-2957	145	19	production	production	NOUN
cet-2957	145	20	from	from	ADP
cet-2957	145	21	corncob	corncob	NOUN
cet-2957	145	22	residue	residue	NOUN
cet-2957	145	23	using	use	VERB
cet-2957	145	24	clostridium	clostridium	NOUN
cet-2957	145	25	beijerinckii	beijerinckii	PROPN
cet-2957	145	26	ncimb	ncimb	PROPN
cet-2957	145	27	8052	8052	NUM
cet-2957	145	28	,	,	PUNCT
cet-2957	145	29	letters	letter	NOUN
cet-2957	145	30	in	in	ADP
cet-2957	145	31	applied	apply	VERB
cet-2957	145	32	microbiology	microbiology	NOUN
cet-2957	145	33	,	,	PUNCT
cet-2957	145	34	55(3	55(3	NUM
cet-2957	145	35	)	)	PUNCT
cet-2957	145	36	,	,	PUNCT
cet-2957	145	37	240	240	NUM
cet-2957	145	38	-	-	SYM
cet-2957	145	39	246	246	NUM
cet-2957	145	40	.	.	PUNCT
cet-2957	146	1	294	294	NUM