id	sid	tid	token	lemma	pos
ajfsoa-336	1	1	in	in	ADP
ajfsoa-336	1	2	ternationa	ternationa	NOUN
ajfsoa-336	1	3	l	l	NOUN
ajfsoa-336	1	4	scholars	scholar	NOUN
ajfsoa-336	1	5	journa	journa	VERB
ajfsoa-336	1	6	ls	ls	ADJ
ajfsoa-336	1	7	african	african	ADJ
ajfsoa-336	1	8	journal	journal	NOUN
ajfsoa-336	1	9	of	of	ADP
ajfsoa-336	1	10	food	food	NOUN
ajfsoa-336	1	11	science	science	NOUN
ajfsoa-336	1	12	research	research	NOUN
ajfsoa-336	1	13	issn	issn	PROPN
ajfsoa-336	1	14	2375	2375	NUM
ajfsoa-336	1	15	-	-	SYM
ajfsoa-336	1	16	0723	0723	NUM
ajfsoa-336	1	17	vol	vol	NOUN
ajfsoa-336	1	18	.	.	NOUN
ajfsoa-336	1	19	7	7	NUM
ajfsoa-336	1	20	(	(	PUNCT
ajfsoa-336	1	21	10	10	NUM
ajfsoa-336	1	22	)	)	PUNCT
ajfsoa-336	1	23	,	,	PUNCT
ajfsoa-336	1	24	pp	pp	PROPN
ajfsoa-336	1	25	.	.	PUNCT
ajfsoa-336	2	1	001	001	NUM
ajfsoa-336	2	2	-	-	PUNCT
ajfsoa-336	2	3	006	006	NUM
ajfsoa-336	2	4	,	,	PUNCT
ajfsoa-336	2	5	october	october	PROPN
ajfsoa-336	2	6	,	,	PUNCT
ajfsoa-336	2	7	2019	2019	NUM
ajfsoa-336	2	8	.	.	PUNCT
ajfsoa-336	3	1	available	available	ADJ
ajfsoa-336	3	2	online	online	ADV
ajfsoa-336	3	3	at	at	ADP
ajfsoa-336	3	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajfsoa-336	3	5	©	©	PROPN
ajfsoa-336	3	6	international	international	ADJ
ajfsoa-336	3	7	scholars	scholar	NOUN
ajfsoa-336	3	8	journals	journal	NOUN
ajfsoa-336	3	9	author(s	author(s	PROPN
ajfsoa-336	3	10	)	)	PUNCT
ajfsoa-336	3	11	retain	retain	VERB
ajfsoa-336	3	12	the	the	DET
ajfsoa-336	3	13	copyright	copyright	NOUN
ajfsoa-336	3	14	of	of	ADP
ajfsoa-336	3	15	this	this	DET
ajfsoa-336	3	16	article	article	NOUN
ajfsoa-336	3	17	.	.	PUNCT
ajfsoa-336	4	1	full	full	ADJ
ajfsoa-336	4	2	length	length	NOUN
ajfsoa-336	4	3	research	research	NOUN
ajfsoa-336	4	4	paper	paper	NOUN
ajfsoa-336	4	5	simultaneous	simultaneous	ADJ
ajfsoa-336	4	6	effect	effect	NOUN
ajfsoa-336	4	7	of	of	ADP
ajfsoa-336	4	8	divalent	divalent	ADJ
ajfsoa-336	4	9	cation	cation	NOUN
ajfsoa-336	4	10	in	in	ADP
ajfsoa-336	4	11	hydrolyzed	hydrolyzed	ADJ
ajfsoa-336	4	12	cassava	cassava	NOUN
ajfsoa-336	4	13	starch	starch	NOUN
ajfsoa-336	4	14	medium	medium	NOUN
ajfsoa-336	4	15	used	use	VERB
ajfsoa-336	4	16	by	by	ADP
ajfsoa-336	4	17	immobilized	immobilized	ADJ
ajfsoa-336	4	18	yeast	yeast	NOUN
ajfsoa-336	4	19	for	for	ADP
ajfsoa-336	4	20	ethanol	ethanol	NOUN
ajfsoa-336	4	21	production	production	NOUN
ajfsoa-336	4	22	okon	okon	PROPN
ajfsoa-336	4	23	,	,	PUNCT
ajfsoa-336	4	24	anne	anne	PROPN
ajfsoa-336	4	25	anthony1	anthony1	PROPN
ajfsoa-336	4	26	*	*	PUNCT
ajfsoa-336	4	27	and	and	CCONJ
ajfsoa-336	4	28	u.	u.	PROPN
ajfsoa-336	4	29	nwabueze	nwabueze	NOUN
ajfsoa-336	4	30	,	,	PUNCT
ajfsoa-336	4	31	titus2	titus2	X
ajfsoa-336	4	32	1	1	NUM
ajfsoa-336	4	33	department	department	NOUN
ajfsoa-336	4	34	of	of	ADP
ajfsoa-336	4	35	food	food	NOUN
ajfsoa-336	4	36	science	science	NOUN
ajfsoa-336	4	37	and	and	CCONJ
ajfsoa-336	4	38	technology	technology	NOUN
ajfsoa-336	4	39	,	,	PUNCT
ajfsoa-336	4	40	university	university	NOUN
ajfsoa-336	4	41	of	of	ADP
ajfsoa-336	4	42	uyo	uyo	PROPN
ajfsoa-336	4	43	,	,	PUNCT
ajfsoa-336	4	44	akwa	akwa	ADJ
ajfsoa-336	4	45	ibom	ibom	ADJ
ajfsoa-336	4	46	state	state	NOUN
ajfsoa-336	4	47	,	,	PUNCT
ajfsoa-336	4	48	nigeria	nigeria	PROPN
ajfsoa-336	4	49	.	.	PUNCT
ajfsoa-336	5	1	2	2	NUM
ajfsoa-336	5	2	department	department	NOUN
ajfsoa-336	5	3	of	of	ADP
ajfsoa-336	5	4	food	food	NOUN
ajfsoa-336	5	5	science	science	NOUN
ajfsoa-336	5	6	and	and	CCONJ
ajfsoa-336	5	7	technology	technology	NOUN
ajfsoa-336	5	8	,	,	PUNCT
ajfsoa-336	5	9	michael	michael	PROPN
ajfsoa-336	5	10	okpara	okpara	PROPN
ajfsoa-336	5	11	university	university	PROPN
ajfsoa-336	5	12	of	of	ADP
ajfsoa-336	5	13	agriculture	agriculture	PROPN
ajfsoa-336	5	14	,	,	PUNCT
ajfsoa-336	5	15	umudike	umudike	NOUN
ajfsoa-336	5	16	,	,	PUNCT
ajfsoa-336	5	17	p.	p.	PROPN
ajfsoa-336	5	18	m.	m.	PROPN
ajfsoa-336	5	19	b.	b.	PROPN
ajfsoa-336	5	20	7267	7267	NUM
ajfsoa-336	5	21	umuahia	umuahia	PROPN
ajfsoa-336	5	22	,	,	PUNCT
ajfsoa-336	5	23	abia	abia	NOUN
ajfsoa-336	5	24	state	state	PROPN
ajfsoa-336	5	25	,	,	PUNCT
ajfsoa-336	5	26	nigeria	nigeria	PROPN
ajfsoa-336	5	27	.	.	PUNCT
ajfsoa-336	5	28	accepted	accept	VERB
ajfsoa-336	5	29	09	09	NUM
ajfsoa-336	5	30	july	july	PROPN
ajfsoa-336	5	31	,	,	PUNCT
ajfsoa-336	5	32	2019	2019	NUM
ajfsoa-336	5	33	response	response	NOUN
ajfsoa-336	5	34	surface	surface	NOUN
ajfsoa-336	5	35	methodology	methodology	NOUN
ajfsoa-336	5	36	was	be	AUX
ajfsoa-336	5	37	adopted	adopt	VERB
ajfsoa-336	5	38	in	in	ADP
ajfsoa-336	5	39	a	a	DET
ajfsoa-336	5	40	central	central	ADJ
ajfsoa-336	5	41	composite	composite	ADJ
ajfsoa-336	5	42	design	design	NOUN
ajfsoa-336	5	43	to	to	PART
ajfsoa-336	5	44	optimize	optimize	VERB
ajfsoa-336	5	45	ethanol	ethanol	NOUN
ajfsoa-336	5	46	production	production	NOUN
ajfsoa-336	5	47	from	from	ADP
ajfsoa-336	5	48	cassava	cassava	NOUN
ajfsoa-336	5	49	starch	starch	NOUN
ajfsoa-336	5	50	hydrolysate	hydrolysate	NOUN
ajfsoa-336	5	51	medium	medium	NOUN
ajfsoa-336	5	52	.	.	PUNCT
ajfsoa-336	6	1	starch	starch	NOUN
ajfsoa-336	6	2	hydrolyzate	hydrolyzate	NOUN
ajfsoa-336	6	3	was	be	AUX
ajfsoa-336	6	4	prepared	prepare	VERB
ajfsoa-336	6	5	from	from	ADP
ajfsoa-336	6	6	tms	tms	PROPN
ajfsoa-336	6	7	98/0581	98/0581	NUM
ajfsoa-336	6	8	,	,	PUNCT
ajfsoa-336	6	9	a	a	DET
ajfsoa-336	6	10	genetically	genetically	ADV
ajfsoa-336	6	11	developed	develop	VERB
ajfsoa-336	6	12	cassava	cassava	NOUN
ajfsoa-336	6	13	mosaic	mosaic	ADJ
ajfsoa-336	6	14	disease	disease	NOUN
ajfsoa-336	6	15	-	-	PUNCT
ajfsoa-336	6	16	resistant	resistant	ADJ
ajfsoa-336	6	17	variety	variety	NOUN
ajfsoa-336	6	18	.	.	PUNCT
ajfsoa-336	7	1	the	the	DET
ajfsoa-336	7	2	yeast	yeast	NOUN
ajfsoa-336	7	3	whole	whole	ADJ
ajfsoa-336	7	4	cell	cell	NOUN
ajfsoa-336	7	5	,	,	PUNCT
ajfsoa-336	7	6	saccharomyces	saccharomyce	NOUN
ajfsoa-336	7	7	pastorianus	pastorianus	ADV
ajfsoa-336	7	8	,	,	PUNCT
ajfsoa-336	7	9	a	a	DET
ajfsoa-336	7	10	lager	lager	NOUN
ajfsoa-336	7	11	brewing	brewing	NOUN
ajfsoa-336	7	12	strain	strain	NOUN
ajfsoa-336	7	13	(	(	PUNCT
ajfsoa-336	7	14	726	726	NUM
ajfsoa-336	7	15	x	x	SYM
ajfsoa-336	7	16	10	10	NUM
ajfsoa-336	7	17	6	6	NUM
ajfsoa-336	7	18	cells	cell	NOUN
ajfsoa-336	7	19	/	/	SYM
ajfsoa-336	7	20	ml	ml	NOUN
ajfsoa-336	7	21	,	,	PUNCT
ajfsoa-336	7	22	98.78	98.78	NUM
ajfsoa-336	7	23	%	%	NOUN
ajfsoa-336	7	24	viability	viability	NOUN
ajfsoa-336	7	25	)	)	PUNCT
ajfsoa-336	7	26	and	and	CCONJ
ajfsoa-336	7	27	fungamyl	fungamyl	PROPN
ajfsoa-336	7	28	and	and	CCONJ
ajfsoa-336	7	29	termamyl	termamyl	PROPN
ajfsoa-336	7	30	(	(	PUNCT
ajfsoa-336	7	31	-amylase	-amylase	PROPN
ajfsoa-336	7	32	enzymes	enzyme	NOUN
ajfsoa-336	7	33	)	)	PUNCT
ajfsoa-336	7	34	,	,	PUNCT
ajfsoa-336	7	35	used	use	VERB
ajfsoa-336	7	36	for	for	ADP
ajfsoa-336	7	37	the	the	DET
ajfsoa-336	7	38	120	120	NUM
ajfsoa-336	7	39	h	h	NOUN
ajfsoa-336	7	40	fermentation	fermentation	NOUN
ajfsoa-336	7	41	,	,	PUNCT
ajfsoa-336	7	42	were	be	AUX
ajfsoa-336	7	43	immobilized	immobilize	VERB
ajfsoa-336	7	44	by	by	ADP
ajfsoa-336	7	45	entrapment	entrapment	NOUN
ajfsoa-336	7	46	in	in	ADP
ajfsoa-336	7	47	calcium	calcium	NOUN
ajfsoa-336	7	48	alginate	alginate	NOUN
ajfsoa-336	7	49	gel	gel	NOUN
ajfsoa-336	7	50	.	.	PUNCT
ajfsoa-336	8	1	effects	effect	NOUN
ajfsoa-336	8	2	of	of	ADP
ajfsoa-336	8	3	three	three	NUM
ajfsoa-336	8	4	divalent	divalent	ADJ
ajfsoa-336	8	5	cationic	cationic	ADJ
ajfsoa-336	8	6	concentrations	concentration	NOUN
ajfsoa-336	8	7	mg	mg	ADP
ajfsoa-336	8	8	2	2	NUM
ajfsoa-336	8	9	+	+	CCONJ
ajfsoa-336	8	10	,	,	PUNCT
ajfsoa-336	8	11	zn	zn	PROPN
ajfsoa-336	8	12	2	2	NUM
ajfsoa-336	8	13	+	+	NUM
ajfsoa-336	8	14	and	and	CCONJ
ajfsoa-336	8	15	ca	ca	NOUN
ajfsoa-336	8	16	2	2	NUM
ajfsoa-336	8	17	+	+	CCONJ
ajfsoa-336	8	18	on	on	ADP
ajfsoa-336	8	19	ethanol	ethanol	NOUN
ajfsoa-336	8	20	yield	yield	NOUN
ajfsoa-336	8	21	were	be	AUX
ajfsoa-336	8	22	investigated	investigate	VERB
ajfsoa-336	8	23	at	at	ADP
ajfsoa-336	8	24	five	five	NUM
ajfsoa-336	8	25	variable	variable	ADJ
ajfsoa-336	8	26	combinations	combination	NOUN
ajfsoa-336	8	27	in	in	ADP
ajfsoa-336	8	28	20	20	NUM
ajfsoa-336	8	29	experimental	experimental	ADJ
ajfsoa-336	8	30	runs	run	NOUN
ajfsoa-336	8	31	in	in	ADP
ajfsoa-336	8	32	accordance	accordance	NOUN
ajfsoa-336	8	33	with	with	ADP
ajfsoa-336	8	34	the	the	DET
ajfsoa-336	8	35	experimental	experimental	ADJ
ajfsoa-336	8	36	design	design	NOUN
ajfsoa-336	8	37	.	.	PUNCT
ajfsoa-336	9	1	maximum	maximum	ADJ
ajfsoa-336	9	2	ethanol	ethanol	NOUN
ajfsoa-336	9	3	concentration	concentration	NOUN
ajfsoa-336	9	4	of	of	ADP
ajfsoa-336	9	5	12.53	12.53	NUM
ajfsoa-336	9	6	%	%	NOUN
ajfsoa-336	9	7	v	v	NOUN
ajfsoa-336	9	8	/	/	SYM
ajfsoa-336	9	9	v	v	NOUN
ajfsoa-336	9	10	was	be	AUX
ajfsoa-336	9	11	produced	produce	VERB
ajfsoa-336	9	12	in	in	ADP
ajfsoa-336	9	13	the	the	DET
ajfsoa-336	9	14	96	96	NUM
ajfsoa-336	9	15	h	h	NOUN
ajfsoa-336	9	16	of	of	ADP
ajfsoa-336	9	17	fermentation	fermentation	NOUN
ajfsoa-336	9	18	when	when	SCONJ
ajfsoa-336	9	19	the	the	DET
ajfsoa-336	9	20	divalent	divalent	ADJ
ajfsoa-336	9	21	cationic	cationic	ADJ
ajfsoa-336	9	22	combination	combination	NOUN
ajfsoa-336	9	23	was	be	AUX
ajfsoa-336	9	24	64	64	NUM
ajfsoa-336	9	25	,	,	PUNCT
ajfsoa-336	9	26	0.48	0.48	NUM
ajfsoa-336	9	27	and	and	CCONJ
ajfsoa-336	9	28	30	30	NUM
ajfsoa-336	10	1	mg	mg	NUM
ajfsoa-336	10	2	/	/	SYM
ajfsoa-336	10	3	l	l	NOUN
ajfsoa-336	10	4	(	(	PUNCT
ajfsoa-336	10	5	mg	mg	PROPN
ajfsoa-336	10	6	2	2	NUM
ajfsoa-336	10	7	+	+	NUM
ajfsoa-336	10	8	,	,	PUNCT
ajfsoa-336	10	9	zn	zn	PROPN
ajfsoa-336	10	10	2	2	NUM
ajfsoa-336	10	11	+	+	NUM
ajfsoa-336	10	12	and	and	CCONJ
ajfsoa-336	10	13	ca	ca	NOUN
ajfsoa-336	10	14	2	2	NUM
ajfsoa-336	10	15	+	+	NUM
ajfsoa-336	10	16	)	)	PUNCT
ajfsoa-336	10	17	,	,	PUNCT
ajfsoa-336	10	18	respectively	respectively	ADV
ajfsoa-336	10	19	.	.	PUNCT
ajfsoa-336	11	1	the	the	DET
ajfsoa-336	11	2	study	study	NOUN
ajfsoa-336	11	3	showed	show	VERB
ajfsoa-336	11	4	that	that	SCONJ
ajfsoa-336	11	5	effect	effect	NOUN
ajfsoa-336	11	6	of	of	ADP
ajfsoa-336	11	7	zn	zn	PROPN
ajfsoa-336	11	8	2	2	NUM
ajfsoa-336	11	9	+	+	CCONJ
ajfsoa-336	11	10	on	on	ADP
ajfsoa-336	11	11	ethanol	ethanol	NOUN
ajfsoa-336	11	12	yield	yield	NOUN
ajfsoa-336	11	13	was	be	AUX
ajfsoa-336	11	14	significantly	significantly	ADV
ajfsoa-336	11	15	(	(	PUNCT
ajfsoa-336	11	16	p	p	NOUN
ajfsoa-336	11	17	0.05	0.05	NUM
ajfsoa-336	11	18	)	)	PUNCT
ajfsoa-336	11	19	quadratic	quadratic	NOUN
ajfsoa-336	11	20	.	.	PUNCT
ajfsoa-336	12	1	keywords	keyword	NOUN
ajfsoa-336	12	2	:	:	PUNCT
ajfsoa-336	12	3	ethanol	ethanol	NOUN
ajfsoa-336	12	4	,	,	PUNCT
ajfsoa-336	12	5	immobilization	immobilization	NOUN
ajfsoa-336	12	6	,	,	PUNCT
ajfsoa-336	12	7	saccharomyces	saccharomyce	NOUN
ajfsoa-336	12	8	pastorianus	pastorianus	ADV
ajfsoa-336	12	9	,	,	PUNCT
ajfsoa-336	12	10	divalent	divalent	NOUN
ajfsoa-336	12	11	cations	cation	NOUN
ajfsoa-336	12	12	,	,	PUNCT
ajfsoa-336	12	13	optimization	optimization	NOUN
ajfsoa-336	12	14	,	,	PUNCT
ajfsoa-336	12	15	response	response	NOUN
ajfsoa-336	12	16	surface	surface	NOUN
ajfsoa-336	12	17	methodology	methodology	NOUN
ajfsoa-336	12	18	,	,	PUNCT
ajfsoa-336	12	19	cassava	cassava	NOUN
ajfsoa-336	12	20	mosaic	mosaic	PROPN
ajfsoa-336	12	21	disease	disease	NOUN
ajfsoa-336	12	22	.	.	PUNCT
ajfsoa-336	13	1	introduction	introduction	NOUN
ajfsoa-336	13	2	yeast	yeast	NOUN
ajfsoa-336	13	3	fermentative	fermentative	ADJ
ajfsoa-336	13	4	growth	growth	NOUN
ajfsoa-336	13	5	in	in	ADP
ajfsoa-336	13	6	simple	simple	ADJ
ajfsoa-336	13	7	media	medium	NOUN
ajfsoa-336	13	8	and	and	CCONJ
ajfsoa-336	13	9	carbon	carbon	NOUN
ajfsoa-336	13	10	skeleton	skeleton	NOUN
ajfsoa-336	13	11	requires	require	VERB
ajfsoa-336	13	12	adequate	adequate	ADJ
ajfsoa-336	13	13	nitrogen	nitrogen	NOUN
ajfsoa-336	13	14	(	(	PUNCT
ajfsoa-336	13	15	for	for	ADP
ajfsoa-336	13	16	protein	protein	NOUN
ajfsoa-336	13	17	synthesis	synthesis	NOUN
ajfsoa-336	13	18	)	)	PUNCT
ajfsoa-336	13	19	,	,	PUNCT
ajfsoa-336	13	20	mineral	mineral	NOUN
ajfsoa-336	13	21	salts	salt	NOUN
ajfsoa-336	13	22	(	(	PUNCT
ajfsoa-336	13	23	metal	metal	NOUN
ajfsoa-336	13	24	ions	ion	NOUN
ajfsoa-336	13	25	)	)	PUNCT
ajfsoa-336	13	26	,	,	PUNCT
ajfsoa-336	13	27	one	one	NUM
ajfsoa-336	13	28	or	or	CCONJ
ajfsoa-336	13	29	more	more	ADJ
ajfsoa-336	13	30	growth	growth	NOUN
ajfsoa-336	13	31	factors	factor	NOUN
ajfsoa-336	13	32	and	and	CCONJ
ajfsoa-336	13	33	molecular	molecular	ADJ
ajfsoa-336	13	34	oxygen	oxygen	NOUN
ajfsoa-336	13	35	(	(	PUNCT
ajfsoa-336	13	36	hough	hough	PROPN
ajfsoa-336	13	37	et	et	PROPN
ajfsoa-336	13	38	al	al	PROPN
ajfsoa-336	13	39	.	.	PROPN
ajfsoa-336	13	40	,	,	PUNCT
ajfsoa-336	13	41	1982	1982	NUM
ajfsoa-336	13	42	)	)	PUNCT
ajfsoa-336	13	43	.	.	PUNCT
ajfsoa-336	14	1	metal	metal	NOUN
ajfsoa-336	14	2	ions	ion	NOUN
ajfsoa-336	14	3	,	,	PUNCT
ajfsoa-336	14	4	especially	especially	ADV
ajfsoa-336	14	5	divalent	divalent	ADJ
ajfsoa-336	14	6	cations	cation	NOUN
ajfsoa-336	14	7	are	be	AUX
ajfsoa-336	14	8	necessary	necessary	ADJ
ajfsoa-336	14	9	for	for	ADP
ajfsoa-336	14	10	the	the	DET
ajfsoa-336	14	11	activation	activation	NOUN
ajfsoa-336	14	12	of	of	ADP
ajfsoa-336	14	13	several	several	ADJ
ajfsoa-336	14	14	glycolytic	glycolytic	ADJ
ajfsoa-336	14	15	enzymes	enzyme	NOUN
ajfsoa-336	14	16	and	and	CCONJ
ajfsoa-336	14	17	,	,	PUNCT
ajfsoa-336	14	18	in	in	ADP
ajfsoa-336	14	19	practical	practical	ADJ
ajfsoa-336	14	20	terms	term	NOUN
ajfsoa-336	14	21	,	,	PUNCT
ajfsoa-336	14	22	if	if	SCONJ
ajfsoa-336	14	23	industrial	industrial	ADJ
ajfsoa-336	14	24	media	medium	NOUN
ajfsoa-336	14	25	is	be	AUX
ajfsoa-336	14	26	deficient	deficient	ADJ
ajfsoa-336	14	27	in	in	ADP
ajfsoa-336	14	28	them	they	PRON
ajfsoa-336	14	29	,	,	PUNCT
ajfsoa-336	14	30	the	the	DET
ajfsoa-336	14	31	conversion	conversion	NOUN
ajfsoa-336	14	32	of	of	ADP
ajfsoa-336	14	33	sugar	sugar	NOUN
ajfsoa-336	14	34	to	to	ADP
ajfsoa-336	14	35	ethanol	ethanol	NOUN
ajfsoa-336	14	36	may	may	AUX
ajfsoa-336	14	37	be	be	AUX
ajfsoa-336	14	38	suppressed	suppress	VERB
ajfsoa-336	14	39	leading	lead	VERB
ajfsoa-336	14	40	to	to	ADP
ajfsoa-336	14	41	slow	slow	ADJ
ajfsoa-336	14	42	or	or	CCONJ
ajfsoa-336	14	43	incomplete	incomplete	ADJ
ajfsoa-336	14	44	fermentation	fermentation	NOUN
ajfsoa-336	14	45	process	process	NOUN
ajfsoa-336	14	46	(	(	PUNCT
ajfsoa-336	14	47	walker	walker	PROPN
ajfsoa-336	14	48	et	et	PROPN
ajfsoa-336	14	49	al	al	PROPN
ajfsoa-336	14	50	.	.	PROPN
ajfsoa-336	14	51	,	,	PUNCT
ajfsoa-336	14	52	2006	2006	NUM
ajfsoa-336	14	53	)	)	PUNCT
ajfsoa-336	14	54	.	.	PUNCT
ajfsoa-336	15	1	the	the	DET
ajfsoa-336	15	2	uptake	uptake	NOUN
ajfsoa-336	15	3	of	of	ADP
ajfsoa-336	15	4	these	these	DET
ajfsoa-336	15	5	divalent	divalent	ADJ
ajfsoa-336	15	6	cations	cation	NOUN
ajfsoa-336	15	7	into	into	ADP
ajfsoa-336	15	8	cells	cell	NOUN
ajfsoa-336	15	9	depends	depend	VERB
ajfsoa-336	15	10	on	on	ADP
ajfsoa-336	15	11	the	the	DET
ajfsoa-336	15	12	concentration	concentration	NOUN
ajfsoa-336	15	13	of	of	ADP
ajfsoa-336	15	14	particular	particular	ADJ
ajfsoa-336	15	15	ions	ion	NOUN
ajfsoa-336	15	16	in	in	ADP
ajfsoa-336	15	17	the	the	DET
ajfsoa-336	15	18	growth	growth	NOUN
ajfsoa-336	15	19	environment	environment	NOUN
ajfsoa-336	15	20	and	and	CCONJ
ajfsoa-336	15	21	on	on	ADP
ajfsoa-336	15	22	their	their	PRON
ajfsoa-336	15	23	bioavailability	bioavailability	NOUN
ajfsoa-336	15	24	(	(	PUNCT
ajfsoa-336	15	25	chandrasena	chandrasena	VERB
ajfsoa-336	15	26	et	et	PROPN
ajfsoa-336	15	27	al	al	PROPN
ajfsoa-336	15	28	.	.	PROPN
ajfsoa-336	15	29	,	,	PUNCT
ajfsoa-336	15	30	1997	1997	NUM
ajfsoa-336	15	31	)	)	PUNCT
ajfsoa-336	15	32	.	.	PUNCT
ajfsoa-336	16	1	to	to	PART
ajfsoa-336	16	2	develop	develop	VERB
ajfsoa-336	16	3	a	a	DET
ajfsoa-336	16	4	process	process	NOUN
ajfsoa-336	16	5	for	for	ADP
ajfsoa-336	16	6	the	the	DET
ajfsoa-336	16	7	maximum	maximum	ADJ
ajfsoa-336	16	8	production	production	NOUN
ajfsoa-336	16	9	of	of	ADP
ajfsoa-336	16	10	ethanol	ethanol	NOUN
ajfsoa-336	16	11	,	,	PUNCT
ajfsoa-336	16	12	standardization	standardization	NOUN
ajfsoa-336	16	13	of	of	ADP
ajfsoa-336	16	14	media	medium	NOUN
ajfsoa-336	16	15	and	and	CCONJ
ajfsoa-336	16	16	fermentation	fermentation	NOUN
ajfsoa-336	16	17	conditions	condition	NOUN
ajfsoa-336	16	18	is	be	AUX
ajfsoa-336	16	19	crucial	crucial	ADJ
ajfsoa-336	16	20	(	(	PUNCT
ajfsoa-336	16	21	ratnam	ratnam	PROPN
ajfsoa-336	16	22	et	et	PROPN
ajfsoa-336	16	23	al	al	PROPN
ajfsoa-336	16	24	.	.	PROPN
ajfsoa-336	16	25	,	,	PUNCT
ajfsoa-336	16	26	2005	2005	NUM
ajfsoa-336	16	27	)	)	PUNCT
ajfsoa-336	16	28	.	.	PUNCT
ajfsoa-336	17	1	optimization	optimization	NOUN
ajfsoa-336	17	2	of	of	ADP
ajfsoa-336	17	3	*	*	PUNCT
ajfsoa-336	17	4	corresponding	correspond	VERB
ajfsoa-336	17	5	author	author	NOUN
ajfsoa-336	17	6	.	.	PUNCT
ajfsoa-336	18	1	e	e	X
ajfsoa-336	18	2	-	-	NOUN
ajfsoa-336	18	3	mail	mail	NOUN
ajfsoa-336	18	4	:	:	PUNCT
ajfsoa-336	18	5	annytony2002@yahoo.com	annytony2002@yahoo.com	X
ajfsoa-336	19	1	the	the	DET
ajfsoa-336	19	2	divalent	divalent	ADJ
ajfsoa-336	19	3	cationic	cationic	ADJ
ajfsoa-336	19	4	nutrients	nutrient	NOUN
ajfsoa-336	19	5	(	(	PUNCT
ajfsoa-336	19	6	mg	mg	PROPN
ajfsoa-336	19	7	2	2	NUM
ajfsoa-336	19	8	+	+	NUM
ajfsoa-336	19	9	,	,	PUNCT
ajfsoa-336	19	10	zn	zn	PROPN
ajfsoa-336	19	11	2	2	NUM
ajfsoa-336	19	12	+	+	CCONJ
ajfsoa-336	19	13	,	,	PUNCT
ajfsoa-336	19	14	ca	ca	NOUN
ajfsoa-336	19	15	2	2	NUM
ajfsoa-336	19	16	+	+	CCONJ
ajfsoa-336	19	17	)	)	PUNCT
ajfsoa-336	19	18	required	require	VERB
ajfsoa-336	19	19	by	by	ADP
ajfsoa-336	19	20	yeast	yeast	NOUN
ajfsoa-336	19	21	for	for	ADP
ajfsoa-336	19	22	fermentation	fermentation	NOUN
ajfsoa-336	19	23	is	be	AUX
ajfsoa-336	19	24	therefore	therefore	ADV
ajfsoa-336	19	25	very	very	ADV
ajfsoa-336	19	26	important	important	ADJ
ajfsoa-336	19	27	for	for	ADP
ajfsoa-336	19	28	maximizing	maximize	VERB
ajfsoa-336	19	29	the	the	DET
ajfsoa-336	19	30	yield	yield	NOUN
ajfsoa-336	19	31	and	and	CCONJ
ajfsoa-336	19	32	productivity	productivity	NOUN
ajfsoa-336	19	33	and	and	CCONJ
ajfsoa-336	19	34	minimizing	minimize	VERB
ajfsoa-336	19	35	the	the	DET
ajfsoa-336	19	36	production	production	NOUN
ajfsoa-336	19	37	costs	cost	NOUN
ajfsoa-336	19	38	.	.	PUNCT
ajfsoa-336	20	1	response	response	NOUN
ajfsoa-336	20	2	surface	surface	NOUN
ajfsoa-336	20	3	methodology	methodology	NOUN
ajfsoa-336	20	4	(	(	PUNCT
ajfsoa-336	20	5	rsm	rsm	NOUN
ajfsoa-336	20	6	)	)	PUNCT
ajfsoa-336	20	7	has	have	AUX
ajfsoa-336	20	8	been	be	AUX
ajfsoa-336	20	9	successfully	successfully	ADV
ajfsoa-336	20	10	applied	apply	VERB
ajfsoa-336	20	11	to	to	PART
ajfsoa-336	20	12	optimize	optimize	VERB
ajfsoa-336	20	13	alcoholic	alcoholic	ADJ
ajfsoa-336	20	14	fermentation	fermentation	NOUN
ajfsoa-336	20	15	and	and	CCONJ
ajfsoa-336	20	16	other	other	ADJ
ajfsoa-336	20	17	fermentation	fermentation	NOUN
ajfsoa-336	20	18	media	medium	NOUN
ajfsoa-336	20	19	(	(	PUNCT
ajfsoa-336	20	20	chen	chen	PROPN
ajfsoa-336	20	21	,	,	PUNCT
ajfsoa-336	20	22	1996	1996	NUM
ajfsoa-336	20	23	;	;	PUNCT
ajfsoa-336	20	24	chandrasena	chandrasena	VERB
ajfsoa-336	20	25	et	et	PROPN
ajfsoa-336	20	26	al	al	PROPN
ajfsoa-336	20	27	.	.	PROPN
ajfsoa-336	20	28	,	,	PUNCT
ajfsoa-336	20	29	1997	1997	NUM
ajfsoa-336	20	30	;	;	PUNCT
ajfsoa-336	20	31	ambati	ambati	NOUN
ajfsoa-336	20	32	and	and	CCONJ
ajfsoa-336	20	33	ayyanna	ayyanna	PROPN
ajfsoa-336	20	34	,	,	PUNCT
ajfsoa-336	20	35	2001	2001	NUM
ajfsoa-336	20	36	;	;	PUNCT
ajfsoa-336	20	37	ratnam	ratnam	PROPN
ajfsoa-336	20	38	et	et	PROPN
ajfsoa-336	20	39	al	al	PROPN
ajfsoa-336	20	40	.	.	PROPN
ajfsoa-336	20	41	,	,	PUNCT
ajfsoa-336	20	42	2003	2003	NUM
ajfsoa-336	20	43	;	;	PUNCT
ajfsoa-336	20	44	ratnam	ratnam	PROPN
ajfsoa-336	20	45	et	et	PROPN
ajfsoa-336	20	46	al	al	PROPN
ajfsoa-336	20	47	.	.	PROPN
ajfsoa-336	20	48	,	,	PUNCT
ajfsoa-336	20	49	2005	2005	NUM
ajfsoa-336	20	50	)	)	PUNCT
ajfsoa-336	20	51	.	.	PUNCT
ajfsoa-336	21	1	ethanol	ethanol	NOUN
ajfsoa-336	21	2	production	production	NOUN
ajfsoa-336	21	3	by	by	ADP
ajfsoa-336	21	4	immobilized	immobilized	ADJ
ajfsoa-336	21	5	yeast	yeast	NOUN
ajfsoa-336	21	6	cells	cell	NOUN
ajfsoa-336	21	7	has	have	AUX
ajfsoa-336	21	8	been	be	AUX
ajfsoa-336	21	9	extensively	extensively	ADV
ajfsoa-336	21	10	investigated	investigate	VERB
ajfsoa-336	21	11	during	during	ADP
ajfsoa-336	21	12	the	the	DET
ajfsoa-336	21	13	last	last	ADJ
ajfsoa-336	21	14	few	few	ADJ
ajfsoa-336	21	15	decades	decade	NOUN
ajfsoa-336	21	16	(	(	PUNCT
ajfsoa-336	21	17	rakin	rakin	NOUN
ajfsoa-336	21	18	et	et	PROPN
ajfsoa-336	21	19	al	al	PROPN
ajfsoa-336	21	20	.	.	PROPN
ajfsoa-336	21	21	,	,	PUNCT
ajfsoa-336	21	22	2009	2009	NUM
ajfsoa-336	21	23	)	)	PUNCT
ajfsoa-336	21	24	.	.	PUNCT
ajfsoa-336	22	1	immobilization	immobilization	NOUN
ajfsoa-336	22	2	of	of	ADP
ajfsoa-336	22	3	cells	cell	NOUN
ajfsoa-336	22	4	is	be	AUX
ajfsoa-336	22	5	very	very	ADV
ajfsoa-336	22	6	similar	similar	ADJ
ajfsoa-336	22	7	to	to	ADP
ajfsoa-336	22	8	the	the	DET
ajfsoa-336	22	9	enzyme	enzyme	NOUN
ajfsoa-336	22	10	counterpart	counterpart	NOUN
ajfsoa-336	22	11	(	(	PUNCT
ajfsoa-336	22	12	wang	wang	PROPN
ajfsoa-336	22	13	,	,	PUNCT
ajfsoa-336	22	14	2008	2008	NUM
ajfsoa-336	22	15	)	)	PUNCT
ajfsoa-336	22	16	.	.	PUNCT
ajfsoa-336	23	1	for	for	ADP
ajfsoa-336	23	2	fermentation	fermentation	NOUN
ajfsoa-336	23	3	,	,	PUNCT
ajfsoa-336	23	4	immobilization	immobilization	NOUN
ajfsoa-336	23	5	of	of	ADP
ajfsoa-336	23	6	cells	cell	NOUN
ajfsoa-336	23	7	has	have	AUX
ajfsoa-336	23	8	been	be	AUX
ajfsoa-336	23	9	developed	develop	VERB
ajfsoa-336	23	10	to	to	PART
ajfsoa-336	23	11	eliminate	eliminate	VERB
ajfsoa-336	23	12	inhibition	inhibition	NOUN
ajfsoa-336	23	13	caused	cause	VERB
ajfsoa-336	23	14	by	by	ADP
ajfsoa-336	23	15	high	high	ADJ
ajfsoa-336	23	16	concentration	concentration	NOUN
ajfsoa-336	23	17	of	of	ADP
ajfsoa-336	23	18	substrate	substrate	NOUN
ajfsoa-336	23	19	and	and	CCONJ
ajfsoa-336	23	20	product	product	NOUN
ajfsoa-336	23	21	,	,	PUNCT
ajfsoa-336	23	22	thereby	thereby	ADV
ajfsoa-336	23	23	enhancing	enhance	VERB
ajfsoa-336	23	24	productivity	productivity	NOUN
ajfsoa-336	23	25	and	and	CCONJ
ajfsoa-336	23	26	ethanol	ethanol	NOUN
ajfsoa-336	23	27	yield	yield	NOUN
ajfsoa-336	23	28	(	(	PUNCT
ajfsoa-336	23	29	kourkoutas	kourkouta	NOUN
ajfsoa-336	23	30	et	et	NOUN
ajfsoa-336	23	31	al	al	PROPN
ajfsoa-336	23	32	.	.	PROPN
ajfsoa-336	23	33	,	,	PUNCT
ajfsoa-336	23	34	2004	2004	NUM
ajfsoa-336	23	35	;	;	PUNCT
ajfsoa-336	23	36	vullo	vullo	NOUN
ajfsoa-336	23	37	and	and	CCONJ
ajfsoa-336	23	38	wachsman	wachsman	NOUN
ajfsoa-336	23	39	,	,	PUNCT
ajfsoa-336	23	40	2005	2005	NUM
ajfsoa-336	23	41	;	;	PUNCT
ajfsoa-336	23	42	baptista	baptista	PROPN
ajfsoa-336	23	43	et	et	PROPN
ajfsoa-336	23	44	al	al	PROPN
ajfsoa-336	23	45	.	.	PROPN
ajfsoa-336	23	46	,	,	PUNCT
ajfsoa-336	23	47	2006	2006	NUM
ajfsoa-336	23	48	)	)	PUNCT
ajfsoa-336	23	49	.	.	PUNCT
ajfsoa-336	24	1	according	accord	VERB
ajfsoa-336	24	2	to	to	ADP
ajfsoa-336	24	3	groboillot	groboillot	NOUN
ajfsoa-336	24	4	et	et	PROPN
ajfsoa-336	24	5	al	al	PROPN
ajfsoa-336	24	6	.	.	PROPN
ajfsoa-336	25	1	(	(	PUNCT
ajfsoa-336	25	2	1994	1994	NUM
ajfsoa-336	25	3	)	)	PUNCT
ajfsoa-336	25	4	the	the	DET
ajfsoa-336	25	5	main	main	ADJ
ajfsoa-336	25	6	advantages	advantage	NOUN
ajfsoa-336	25	7	of	of	ADP
ajfsoa-336	25	8	the	the	DET
ajfsoa-336	25	9	immobilization	immobilization	NOUN
ajfsoa-336	25	10	of	of	ADP
ajfsoa-336	25	11	yeast	yeast	NOUN
ajfsoa-336	25	12	are	be	AUX
ajfsoa-336	25	13	the	the	DET
ajfsoa-336	25	14	increase	increase	NOUN
ajfsoa-336	25	15	of	of	ADP
ajfsoa-336	25	16	ethanol	ethanol	NOUN
ajfsoa-336	25	17	yield	yield	NOUN
ajfsoa-336	25	18	and	and	CCONJ
ajfsoa-336	25	19	cellular	cellular	ADJ
ajfsoa-336	25	20	stability	stability	NOUN
ajfsoa-336	25	21	,	,	PUNCT
ajfsoa-336	25	22	and	and	CCONJ
ajfsoa-336	25	23	a	a	DET
ajfsoa-336	25	24	decrease	decrease	NOUN
ajfsoa-336	25	25	of	of	ADP
ajfsoa-336	25	26	process	process	NOUN
ajfsoa-336	25	27	expenses	expense	NOUN
ajfsoa-336	25	28	due	due	ADJ
ajfsoa-336	25	29	to	to	ADP
ajfsoa-336	25	30	the	the	DET
ajfsoa-336	25	31	ease	ease	NOUN
ajfsoa-336	25	32	of	of	ADP
ajfsoa-336	25	33	cell	cell	NOUN
ajfsoa-336	25	34	recovery	recovery	NOUN
ajfsoa-336	25	35	and	and	CCONJ
ajfsoa-336	25	36	reutilization	reutilization	NOUN
ajfsoa-336	25	37	.	.	PUNCT
ajfsoa-336	26	1	the	the	DET
ajfsoa-336	26	2	aim	aim	NOUN
ajfsoa-336	26	3	of	of	ADP
ajfsoa-336	26	4	this	this	DET
ajfsoa-336	26	5	study	study	NOUN
ajfsoa-336	26	6	was	be	AUX
ajfsoa-336	26	7	to	to	PART
ajfsoa-336	26	8	investigate	investigate	VERB
ajfsoa-336	26	9	the	the	DET
ajfsoa-336	26	10	effect	effect	NOUN
ajfsoa-336	26	11	of	of	ADP
ajfsoa-336	26	12	divalent	divalent	ADJ
ajfsoa-336	26	13	cation	cation	NOUN
ajfsoa-336	26	14	combinations	combination	NOUN
ajfsoa-336	26	15	in	in	ADP
ajfsoa-336	26	16	hydrolyzed	hydrolyzed	ADJ
ajfsoa-336	26	17	cassava	cassava	NOUN
ajfsoa-336	26	18	starch	starch	NOUN
ajfsoa-336	26	19	medium	medium	NOUN
ajfsoa-336	26	20	for	for	ADP
ajfsoa-336	26	21	ethanol	ethanol	NOUN
ajfsoa-336	26	22	production	production	NOUN
ajfsoa-336	26	23	using	use	VERB
ajfsoa-336	26	24	immobilized	immobilized	ADJ
ajfsoa-336	26	25	yeast	yeast	NOUN
ajfsoa-336	26	26	(	(	PUNCT
ajfsoa-336	26	27	saccharomyces	saccharomyce	NOUN
ajfsoa-336	26	28	pastorianus	pastorianus	ADJ
ajfsoa-336	26	29	)	)	PUNCT
ajfsoa-336	26	30	.	.	PUNCT
ajfsoa-336	27	1	bioavailability	bioavailability	NOUN
ajfsoa-336	27	2	of	of	ADP
ajfsoa-336	27	3	these	these	DET
ajfsoa-336	27	4	cations	cation	NOUN
ajfsoa-336	27	5	in	in	ADP
ajfsoa-336	27	6	an	an	DET
ajfsoa-336	27	7	optimum	optimum	ADJ
ajfsoa-336	27	8	combination	combination	NOUN
ajfsoa-336	27	9	is	be	AUX
ajfsoa-336	27	10	vital	vital	ADJ
ajfsoa-336	27	11	for	for	ADP
ajfsoa-336	27	12	successful	successful	ADJ
ajfsoa-336	27	13	ethanol	ethanol	NOUN
ajfsoa-336	27	14	production	production	NOUN
ajfsoa-336	27	15	by	by	ADP
ajfsoa-336	27	16	directly	directly	ADV
ajfsoa-336	27	17	influencing	influence	VERB
ajfsoa-336	27	18	sugar	sugar	NOUN
ajfsoa-336	27	19	metabolism	metabolism	NOUN
ajfsoa-336	27	20	by	by	ADP
ajfsoa-336	27	21	yeast	yeast	NOUN
ajfsoa-336	27	22	in	in	ADP
ajfsoa-336	27	23	the	the	DET
ajfsoa-336	27	24	120	120	NUM
ajfsoa-336	27	25	h	h	NOUN
ajfsoa-336	27	26	fermentation	fermentation	NOUN
ajfsoa-336	27	27	period	period	NOUN
ajfsoa-336	27	28	in	in	ADP
ajfsoa-336	27	29	this	this	DET
ajfsoa-336	27	30	study	study	NOUN
ajfsoa-336	27	31	.	.	PUNCT
ajfsoa-336	28	1	materials	material	NOUN
ajfsoa-336	28	2	and	and	CCONJ
ajfsoa-336	28	3	methods	method	NOUN
ajfsoa-336	28	4	raw	raw	ADJ
ajfsoa-336	28	5	materials	material	NOUN
ajfsoa-336	28	6	cassava	cassava	NOUN
ajfsoa-336	28	7	starch	starch	NOUN
ajfsoa-336	28	8	:	:	PUNCT
ajfsoa-336	28	9	the	the	DET
ajfsoa-336	28	10	raw	raw	ADJ
ajfsoa-336	28	11	material	material	NOUN
ajfsoa-336	28	12	for	for	ADP
ajfsoa-336	28	13	ethanol	ethanol	NOUN
ajfsoa-336	28	14	production	production	NOUN
ajfsoa-336	28	15	was	be	AUX
ajfsoa-336	28	16	starch	starch	NOUN
ajfsoa-336	28	17	from	from	ADP
ajfsoa-336	28	18	cassava	cassava	NOUN
ajfsoa-336	28	19	mosaic	mosaic	ADJ
ajfsoa-336	28	20	disease	disease	NOUN
ajfsoa-336	28	21	(	(	PUNCT
ajfsoa-336	28	22	cmd	cmd	NOUN
ajfsoa-336	28	23	)	)	PUNCT
ajfsoa-336	28	24	resistant	resistant	ADJ
ajfsoa-336	28	25	variety	variety	NOUN
ajfsoa-336	28	26	(	(	PUNCT
ajfsoa-336	28	27	tms/0581	tms/0581	NOUN
ajfsoa-336	28	28	)	)	PUNCT
ajfsoa-336	28	29	developed	develop	VERB
ajfsoa-336	28	30	for	for	ADP
ajfsoa-336	28	31	food	food	NOUN
ajfsoa-336	28	32	,	,	PUNCT
ajfsoa-336	28	33	feed	feed	NOUN
ajfsoa-336	28	34	and	and	CCONJ
ajfsoa-336	28	35	industrial	industrial	ADJ
ajfsoa-336	28	36	use	use	NOUN
ajfsoa-336	28	37	(	(	PUNCT
ajfsoa-336	28	38	dixon	dixon	PROPN
ajfsoa-336	28	39	et	et	PROPN
ajfsoa-336	28	40	al	al	PROPN
ajfsoa-336	28	41	.	.	PROPN
ajfsoa-336	28	42	,	,	PUNCT
ajfsoa-336	28	43	2005	2005	NUM
ajfsoa-336	28	44	)	)	PUNCT
ajfsoa-336	28	45	.	.	PUNCT
ajfsoa-336	29	1	the	the	DET
ajfsoa-336	29	2	cmd	cmd	PROPN
ajfsoa-336	29	3	variety	variety	NOUN
ajfsoa-336	29	4	was	be	AUX
ajfsoa-336	29	5	obtained	obtain	VERB
ajfsoa-336	29	6	from	from	ADP
ajfsoa-336	29	7	national	national	ADJ
ajfsoa-336	29	8	root	root	PROPN
ajfsoa-336	29	9	crops	crops	PROPN
ajfsoa-336	29	10	research	research	PROPN
ajfsoa-336	29	11	institute	institute	PROPN
ajfsoa-336	29	12	(	(	PUNCT
ajfsoa-336	29	13	nrcri	nrcri	PROPN
ajfsoa-336	29	14	)	)	PUNCT
ajfsoa-336	29	15	,	,	PUNCT
ajfsoa-336	29	16	umudike	umudike	NOUN
ajfsoa-336	29	17	,	,	PUNCT
ajfsoa-336	29	18	nigeria	nigeria	PROPN
ajfsoa-336	29	19	and	and	CCONJ
ajfsoa-336	29	20	processed	process	VERB
ajfsoa-336	29	21	into	into	ADP
ajfsoa-336	29	22	starch	starch	NOUN
ajfsoa-336	29	23	according	accord	VERB
ajfsoa-336	29	24	to	to	ADP
ajfsoa-336	29	25	the	the	DET
ajfsoa-336	29	26	method	method	NOUN
ajfsoa-336	29	27	described	describe	VERB
ajfsoa-336	29	28	by	by	ADP
ajfsoa-336	29	29	the	the	DET
ajfsoa-336	29	30	international	international	PROPN
ajfsoa-336	29	31	institute	institute	PROPN
ajfsoa-336	29	32	of	of	ADP
ajfsoa-336	29	33	tropical	tropical	ADJ
ajfsoa-336	29	34	agriculture	agriculture	NOUN
ajfsoa-336	29	35	(	(	PUNCT
ajfsoa-336	29	36	iita	iita	PROPN
ajfsoa-336	29	37	,	,	PUNCT
ajfsoa-336	29	38	2005	2005	NUM
ajfsoa-336	29	39	)	)	PUNCT
ajfsoa-336	29	40	.	.	PUNCT
ajfsoa-336	30	1	the	the	DET
ajfsoa-336	30	2	starch	starch	NOUN
ajfsoa-336	30	3	constituted	constitute	VERB
ajfsoa-336	30	4	100	100	NUM
ajfsoa-336	30	5	%	%	NOUN
ajfsoa-336	30	6	particles	particle	NOUN
ajfsoa-336	30	7	that	that	PRON
ajfsoa-336	30	8	passed	pass	VERB
ajfsoa-336	30	9	through	through	ADP
ajfsoa-336	30	10	a	a	DET
ajfsoa-336	30	11	425	425	NUM
ajfsoa-336	30	12	µm	µm	ADP
ajfsoa-336	30	13	sieve	sieve	NOUN
ajfsoa-336	30	14	.	.	PUNCT
ajfsoa-336	31	1	enzymes	enzyme	NOUN
ajfsoa-336	31	2	fungamyl	fungamyl	PROPN
ajfsoa-336	31	3	:	:	PUNCT
ajfsoa-336	31	4	this	this	PRON
ajfsoa-336	31	5	is	be	AUX
ajfsoa-336	31	6	purified	purify	VERB
ajfsoa-336	31	7	fungal	fungal	ADJ
ajfsoa-336	31	8	-amylase	-amylase	PROPN
ajfsoa-336	31	9	produced	produce	VERB
ajfsoa-336	31	10	from	from	ADP
ajfsoa-336	31	11	aspergillus	aspergillus	PROPN
ajfsoa-336	31	12	oryzae	oryzae	NOUN
ajfsoa-336	31	13	.	.	PUNCT
ajfsoa-336	32	1	this	this	DET
ajfsoa-336	32	2	enzyme	enzyme	NOUN
ajfsoa-336	32	3	hydrolyzes	hydrolyze	VERB
ajfsoa-336	32	4	1	1	NUM
ajfsoa-336	32	5	,	,	PUNCT
ajfsoa-336	32	6	4--glucosidic	4--glucosidic	ADJ
ajfsoa-336	32	7	linkages	linkage	NOUN
ajfsoa-336	32	8	in	in	ADP
ajfsoa-336	32	9	amylase	amylase	NOUN
ajfsoa-336	32	10	and	and	CCONJ
ajfsoa-336	32	11	amylopectin	amylopectin	NOUN
ajfsoa-336	32	12	,	,	PUNCT
ajfsoa-336	32	13	the	the	DET
ajfsoa-336	32	14	two	two	NUM
ajfsoa-336	32	15	components	component	NOUN
ajfsoa-336	32	16	of	of	ADP
ajfsoa-336	32	17	starch	starch	NOUN
ajfsoa-336	32	18	.	.	PUNCT
ajfsoa-336	33	1	termamyl	termamyl	PROPN
ajfsoa-336	33	2	,	,	PUNCT
ajfsoa-336	33	3	an	an	DET
ajfsoa-336	33	4	-amylase	-amylase	PROPN
ajfsoa-336	33	5	isolated	isolate	VERB
ajfsoa-336	33	6	from	from	ADP
ajfsoa-336	33	7	bacillus	bacillus	NOUN
ajfsoa-336	33	8	licheniformis	licheniformis	NOUN
ajfsoa-336	33	9	,	,	PUNCT
ajfsoa-336	33	10	a	a	DET
ajfsoa-336	33	11	soil	soil	NOUN
ajfsoa-336	33	12	bacterium	bacterium	NOUN
ajfsoa-336	33	13	.	.	PUNCT
ajfsoa-336	34	1	this	this	DET
ajfsoa-336	34	2	enzyme	enzyme	NOUN
ajfsoa-336	34	3	hydrolyses	hydrolyse	VERB
ajfsoa-336	34	4	1	1	NUM
ajfsoa-336	34	5	,	,	PUNCT
ajfsoa-336	34	6	4--glucosidic	4--glucosidic	ADJ
ajfsoa-336	34	7	linkages	linkage	NOUN
ajfsoa-336	34	8	in	in	ADP
ajfsoa-336	34	9	starch	starch	NOUN
ajfsoa-336	34	10	and	and	CCONJ
ajfsoa-336	34	11	possesses	possess	VERB
ajfsoa-336	34	12	a	a	DET
ajfsoa-336	34	13	high	high	ADJ
ajfsoa-336	34	14	degree	degree	NOUN
ajfsoa-336	34	15	of	of	ADP
ajfsoa-336	34	16	heat	heat	NOUN
ajfsoa-336	34	17	stability	stability	NOUN
ajfsoa-336	34	18	.	.	PUNCT
ajfsoa-336	35	1	it	it	PRON
ajfsoa-336	35	2	is	be	AUX
ajfsoa-336	35	3	used	use	VERB
ajfsoa-336	35	4	for	for	ADP
ajfsoa-336	35	5	the	the	DET
ajfsoa-336	35	6	continuous	continuous	ADJ
ajfsoa-336	35	7	liquefaction	liquefaction	NOUN
ajfsoa-336	35	8	of	of	ADP
ajfsoa-336	35	9	starch	starch	NOUN
ajfsoa-336	35	10	at	at	ADP
ajfsoa-336	35	11	temperatures	temperature	NOUN
ajfsoa-336	35	12	of	of	ADP
ajfsoa-336	35	13	up	up	ADP
ajfsoa-336	35	14	to	to	PART
ajfsoa-336	35	15	105	105	NUM
ajfsoa-336	35	16	-	-	SYM
ajfsoa-336	35	17	110	110	NUM
ajfsoa-336	35	18	o	o	NOUN
ajfsoa-336	35	19	c	c	NOUN
ajfsoa-336	35	20	,	,	PUNCT
ajfsoa-336	35	21	breaking	break	VERB
ajfsoa-336	35	22	them	they	PRON
ajfsoa-336	35	23	rapidly	rapidly	ADV
ajfsoa-336	35	24	to	to	ADP
ajfsoa-336	35	25	dextrins	dextrin	NOUN
ajfsoa-336	35	26	and	and	CCONJ
ajfsoa-336	35	27	oligosaccharides	oligosaccharide	NOUN
ajfsoa-336	35	28	.	.	PUNCT
ajfsoa-336	36	1	amyloglucosidase	amyloglucosidase	NOUN
ajfsoa-336	36	2	(	(	PUNCT
ajfsoa-336	36	3	amg	amg	PROPN
ajfsoa-336	36	4	)	)	PUNCT
ajfsoa-336	36	5	,	,	PUNCT
ajfsoa-336	36	6	an	an	DET
ajfsoa-336	36	7	exo-1	exo-1	NOUN
ajfsoa-336	36	8	,	,	PUNCT
ajfsoa-336	36	9	4-dglucosidase	4-dglucosidase	NUM
ajfsoa-336	36	10	(	(	PUNCT
ajfsoa-336	36	11	glucoamylase	glucoamylase	NOUN
ajfsoa-336	36	12	)	)	PUNCT
ajfsoa-336	36	13	was	be	AUX
ajfsoa-336	36	14	obtained	obtain	VERB
ajfsoa-336	36	15	from	from	ADP
ajfsoa-336	36	16	a	a	DET
ajfsoa-336	36	17	selected	select	VERB
ajfsoa-336	36	18	strain	strain	NOUN
ajfsoa-336	36	19	of	of	ADP
ajfsoa-336	36	20	the	the	DET
ajfsoa-336	36	21	fungus	fungus	NOUN
ajfsoa-336	36	22	,	,	PUNCT
ajfsoa-336	36	23	aspergillus	aspergillus	NOUN
ajfsoa-336	36	24	niger	niger	NOUN
ajfsoa-336	36	25	.	.	PUNCT
ajfsoa-336	37	1	this	this	DET
ajfsoa-336	37	2	enzyme	enzyme	NOUN
ajfsoa-336	37	3	hydrolyses	hydrolyse	VERB
ajfsoa-336	37	4	1	1	NUM
ajfsoa-336	37	5	,	,	PUNCT
ajfsoa-336	37	6	4and	4and	NOUN
ajfsoa-336	37	7	1	1	NUM
ajfsoa-336	37	8	,	,	PUNCT
ajfsoa-336	37	9	6--glucosidic	6--glucosidic	ADJ
ajfsoa-336	37	10	linkages	linkage	NOUN
ajfsoa-336	37	11	in	in	ADP
ajfsoa-336	37	12	liquefied	liquefied	ADJ
ajfsoa-336	37	13	starch	starch	NOUN
ajfsoa-336	37	14	in	in	ADP
ajfsoa-336	37	15	stepwise	stepwise	ADJ
ajfsoa-336	37	16	manner	manner	NOUN
ajfsoa-336	37	17	from	from	ADP
ajfsoa-336	37	18	the	the	DET
ajfsoa-336	37	19	non	non	ADJ
ajfsoa-336	37	20	-	-	ADJ
ajfsoa-336	37	21	reducing	reducing	ADJ
ajfsoa-336	37	22	end	end	NOUN
ajfsoa-336	37	23	of	of	ADP
ajfsoa-336	37	24	the	the	DET
ajfsoa-336	37	25	substrate	substrate	NOUN
ajfsoa-336	37	26	molecules	molecule	NOUN
ajfsoa-336	37	27	(	(	PUNCT
ajfsoa-336	37	28	alais	alais	PROPN
ajfsoa-336	37	29	and	and	CCONJ
ajfsoa-336	37	30	linden	linden	PROPN
ajfsoa-336	37	31	,	,	PUNCT
ajfsoa-336	37	32	1999	1999	NUM
ajfsoa-336	37	33	)	)	PUNCT
ajfsoa-336	37	34	.	.	PUNCT
ajfsoa-336	38	1	yeasts	yeast	NOUN
ajfsoa-336	38	2	:	:	PUNCT
ajfsoa-336	38	3	s.	s.	PROPN
ajfsoa-336	38	4	pastorianus	pastorianus	PROPN
ajfsoa-336	38	5	,	,	PUNCT
ajfsoa-336	38	6	a	a	DET
ajfsoa-336	38	7	lager	lager	NOUN
ajfsoa-336	38	8	brewing	brewing	NOUN
ajfsoa-336	38	9	strain	strain	NOUN
ajfsoa-336	38	10	was	be	AUX
ajfsoa-336	38	11	used	use	VERB
ajfsoa-336	38	12	for	for	ADP
ajfsoa-336	38	13	the	the	DET
ajfsoa-336	38	14	fermentation	fermentation	NOUN
ajfsoa-336	38	15	of	of	ADP
ajfsoa-336	38	16	cassava	cassava	NOUN
ajfsoa-336	38	17	starch	starch	NOUN
ajfsoa-336	38	18	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	38	19	.	.	PUNCT
ajfsoa-336	39	1	s.	s.	PROPN
ajfsoa-336	39	2	pastorianus	pastorianus	PROPN
ajfsoa-336	39	3	is	be	AUX
ajfsoa-336	39	4	a	a	DET
ajfsoa-336	39	5	hybrid	hybrid	ADJ
ajfsoa-336	39	6	organism	organism	NOUN
ajfsoa-336	39	7	of	of	ADP
ajfsoa-336	39	8	two	two	NUM
ajfsoa-336	39	9	yeast	yeast	NOUN
ajfsoa-336	39	10	speciessaccharomyces	speciessaccharomyce	NOUN
ajfsoa-336	39	11	cerevisiae	cerevisiae	NOUN
ajfsoa-336	39	12	and	and	CCONJ
ajfsoa-336	39	13	saccharomyces	saccharomyce	NOUN
ajfsoa-336	39	14	bayanus	bayanus	NOUN
ajfsoa-336	39	15	(	(	PUNCT
ajfsoa-336	39	16	rainieri	rainieri	PROPN
ajfsoa-336	39	17	et	et	PROPN
ajfsoa-336	39	18	al	al	PROPN
ajfsoa-336	39	19	.	.	PROPN
ajfsoa-336	39	20	,	,	PUNCT
ajfsoa-336	39	21	2006	2006	NUM
ajfsoa-336	39	22	;	;	PUNCT
ajfsoa-336	39	23	blieck	blieck	NOUN
ajfsoa-336	39	24	et	et	PROPN
ajfsoa-336	39	25	al	al	PROPN
ajfsoa-336	39	26	.	.	PROPN
ajfsoa-336	39	27	,	,	PUNCT
ajfsoa-336	39	28	2007	2007	NUM
ajfsoa-336	39	29	;	;	PUNCT
ajfsoa-336	39	30	dunn	dunn	PROPN
ajfsoa-336	39	31	and	and	CCONJ
ajfsoa-336	39	32	sherlock	sherlock	PROPN
ajfsoa-336	39	33	,	,	PUNCT
ajfsoa-336	39	34	2008	2008	NUM
ajfsoa-336	39	35	)	)	PUNCT
ajfsoa-336	39	36	.	.	PUNCT
ajfsoa-336	40	1	it	it	PRON
ajfsoa-336	40	2	is	be	AUX
ajfsoa-336	40	3	thought	think	VERB
ajfsoa-336	40	4	that	that	SCONJ
ajfsoa-336	40	5	the	the	DET
ajfsoa-336	40	6	combination	combination	NOUN
ajfsoa-336	40	7	of	of	ADP
ajfsoa-336	40	8	both	both	DET
ajfsoa-336	40	9	parent	parent	NOUN
ajfsoa-336	40	10	species	specie	NOUN
ajfsoa-336	40	11	resulted	result	VERB
ajfsoa-336	40	12	in	in	ADP
ajfsoa-336	40	13	an	an	DET
ajfsoa-336	40	14	organism	organism	NOUN
ajfsoa-336	40	15	able	able	ADJ
ajfsoa-336	40	16	to	to	PART
ajfsoa-336	40	17	out	out	VERB
ajfsoa-336	40	18	-compete	-compete	ADJ
ajfsoa-336	40	19	other	other	ADJ
ajfsoa-336	40	20	yeasts	yeast	NOUN
ajfsoa-336	40	21	during	during	ADP
ajfsoa-336	40	22	the	the	DET
ajfsoa-336	40	23	cold	cold	ADJ
ajfsoa-336	40	24	lager	lager	NOUN
ajfsoa-336	40	25	fermentations	fermentation	NOUN
ajfsoa-336	40	26	(	(	PUNCT
ajfsoa-336	40	27	dunn	dunn	PROPN
ajfsoa-336	40	28	and	and	CCONJ
ajfsoa-336	40	29	sherlock	sherlock	PROPN
ajfsoa-336	40	30	,	,	PUNCT
ajfsoa-336	40	31	2008	2008	NUM
ajfsoa-336	40	32	)	)	PUNCT
ajfsoa-336	40	33	.	.	PUNCT
ajfsoa-336	41	1	the	the	DET
ajfsoa-336	41	2	enzymes	enzyme	NOUN
ajfsoa-336	41	3	and	and	CCONJ
ajfsoa-336	41	4	yeasts	yeast	NOUN
ajfsoa-336	41	5	were	be	AUX
ajfsoa-336	41	6	gift	gift	NOUN
ajfsoa-336	41	7	from	from	ADP
ajfsoa-336	41	8	champion	champion	PROPN
ajfsoa-336	41	9	breweries	breweries	PROPN
ajfsoa-336	41	10	plc	plc	PROPN
ajfsoa-336	41	11	.	.	PROPN
ajfsoa-336	41	12	,	,	PUNCT
ajfsoa-336	41	13	uyo	uyo	PROPN
ajfsoa-336	41	14	,	,	PUNCT
ajfsoa-336	41	15	nigeria	nigeria	PROPN
ajfsoa-336	41	16	.	.	PUNCT
ajfsoa-336	42	1	enzymatic	enzymatic	ADJ
ajfsoa-336	42	2	hydrolysis	hydrolysis	NOUN
ajfsoa-336	42	3	of	of	ADP
ajfsoa-336	42	4	starch	starch	NOUN
ajfsoa-336	42	5	:	:	PUNCT
ajfsoa-336	42	6	a	a	DET
ajfsoa-336	42	7	250	250	NUM
ajfsoa-336	42	8	g	g	NOUN
ajfsoa-336	42	9	of	of	ADP
ajfsoa-336	42	10	cassava	cassava	NOUN
ajfsoa-336	42	11	starch	starch	NOUN
ajfsoa-336	42	12	was	be	AUX
ajfsoa-336	42	13	mixed	mix	VERB
ajfsoa-336	42	14	with	with	ADP
ajfsoa-336	42	15	distilled	distil	VERB
ajfsoa-336	42	16	water	water	NOUN
ajfsoa-336	42	17	at	at	ADP
ajfsoa-336	42	18	a	a	DET
ajfsoa-336	42	19	weight	weight	NOUN
ajfsoa-336	42	20	ratio	ratio	NOUN
ajfsoa-336	42	21	of	of	ADP
ajfsoa-336	42	22	1:4	1:4	NUM
ajfsoa-336	42	23	(	(	PUNCT
ajfsoa-336	42	24	iita	iita	PROPN
ajfsoa-336	42	25	,	,	PUNCT
ajfsoa-336	42	26	2005	2005	NUM
ajfsoa-336	42	27	)	)	PUNCT
ajfsoa-336	42	28	,	,	PUNCT
ajfsoa-336	42	29	stirred	stir	VERB
ajfsoa-336	42	30	with	with	ADP
ajfsoa-336	42	31	a	a	DET
ajfsoa-336	42	32	glass	glass	NOUN
ajfsoa-336	42	33	rod	rod	NOUN
ajfsoa-336	42	34	to	to	PART
ajfsoa-336	42	35	obtain	obtain	VERB
ajfsoa-336	42	36	a	a	DET
ajfsoa-336	42	37	uniform	uniform	ADJ
ajfsoa-336	42	38	mixture	mixture	NOUN
ajfsoa-336	42	39	(	(	PUNCT
ajfsoa-336	42	40	mash	mash	NOUN
ajfsoa-336	42	41	)	)	PUNCT
ajfsoa-336	42	42	.	.	PUNCT
ajfsoa-336	43	1	the	the	DET
ajfsoa-336	43	2	temperature	temperature	NOUN
ajfsoa-336	43	3	of	of	ADP
ajfsoa-336	43	4	the	the	DET
ajfsoa-336	43	5	mash	mash	NOUN
ajfsoa-336	43	6	was	be	AUX
ajfsoa-336	43	7	raised	raise	VERB
ajfsoa-336	43	8	to	to	ADP
ajfsoa-336	43	9	60	60	NUM
ajfsoa-336	43	10	o	o	NOUN
ajfsoa-336	43	11	c	c	NOUN
ajfsoa-336	43	12	at	at	ADP
ajfsoa-336	43	13	which	which	PRON
ajfsoa-336	43	14	the	the	DET
ajfsoa-336	43	15	starch	starch	NOUN
ajfsoa-336	43	16	particles	particle	NOUN
ajfsoa-336	43	17	hydrate	hydrate	VERB
ajfsoa-336	43	18	,	,	PUNCT
ajfsoa-336	43	19	swell	swell	VERB
ajfsoa-336	43	20	and	and	CCONJ
ajfsoa-336	43	21	gelatinize	gelatinize	ADJ
ajfsoa-336	43	22	,	,	PUNCT
ajfsoa-336	43	23	making	make	VERB
ajfsoa-336	43	24	them	they	PRON
ajfsoa-336	43	25	susceptible	susceptible	ADJ
ajfsoa-336	43	26	to	to	ADP
ajfsoa-336	43	27	enzymatic	enzymatic	ADJ
ajfsoa-336	43	28	hydrolysis	hydrolysis	NOUN
ajfsoa-336	43	29	(	(	PUNCT
ajfsoa-336	43	30	kumar	kumar	PROPN
ajfsoa-336	43	31	et	et	PROPN
ajfsoa-336	43	32	al	al	PROPN
ajfsoa-336	43	33	.	.	PROPN
ajfsoa-336	43	34	,	,	PUNCT
ajfsoa-336	43	35	1998	1998	NUM
ajfsoa-336	43	36	)	)	PUNCT
ajfsoa-336	43	37	.	.	PUNCT
ajfsoa-336	44	1	the	the	DET
ajfsoa-336	44	2	mixture	mixture	NOUN
ajfsoa-336	44	3	was	be	AUX
ajfsoa-336	44	4	then	then	ADV
ajfsoa-336	44	5	treated	treat	VERB
ajfsoa-336	44	6	with	with	ADP
ajfsoa-336	44	7	enzymes	enzyme	NOUN
ajfsoa-336	44	8	in	in	ADP
ajfsoa-336	44	9	two	two	NUM
ajfsoa-336	44	10	steps	step	NOUN
ajfsoa-336	44	11	:	:	PUNCT
ajfsoa-336	44	12	liquefaction	liquefaction	NOUN
ajfsoa-336	44	13	and	and	CCONJ
ajfsoa-336	44	14	saccharification	saccharification	NOUN
ajfsoa-336	44	15	.	.	PUNCT
ajfsoa-336	45	1	the	the	DET
ajfsoa-336	45	2	liquefaction	liquefaction	NOUN
ajfsoa-336	45	3	was	be	AUX
ajfsoa-336	45	4	carried	carry	VERB
ajfsoa-336	45	5	out	out	ADP
ajfsoa-336	45	6	at	at	ADP
ajfsoa-336	45	7	90	90	NUM
ajfsoa-336	45	8	-	-	SYM
ajfsoa-336	45	9	95	95	NUM
ajfsoa-336	45	10	o	o	NOUN
ajfsoa-336	45	11	c	c	NOUN
ajfsoa-336	45	12	by	by	ADP
ajfsoa-336	45	13	adding	add	VERB
ajfsoa-336	45	14	2	2	NUM
ajfsoa-336	45	15	ml	ml	NOUN
ajfsoa-336	45	16	each	each	PRON
ajfsoa-336	45	17	of	of	ADP
ajfsoa-336	45	18	fungamyl	fungamyl	PROPN
ajfsoa-336	45	19	and	and	CCONJ
ajfsoa-336	45	20	termamyl	termamyl	ADJ
ajfsoa-336	45	21	enzymes	enzyme	NOUN
ajfsoa-336	45	22	for	for	ADP
ajfsoa-336	45	23	1	1	NUM
ajfsoa-336	45	24	h.	h.	NOUN
ajfsoa-336	45	25	the	the	DET
ajfsoa-336	45	26	liquefied	liquefy	VERB
ajfsoa-336	45	27	mash	mash	NOUN
ajfsoa-336	45	28	was	be	AUX
ajfsoa-336	45	29	cooled	cool	VERB
ajfsoa-336	45	30	to	to	ADP
ajfsoa-336	45	31	60	60	NUM
ajfsoa-336	45	32	o	o	NOUN
ajfsoa-336	45	33	c	c	X
ajfsoa-336	45	34	,	,	PUNCT
ajfsoa-336	45	35	2	2	NUM
ajfsoa-336	45	36	ml	ml	NOUN
ajfsoa-336	45	37	amg	amg	PROPN
ajfsoa-336	45	38	added	add	VERB
ajfsoa-336	45	39	and	and	CCONJ
ajfsoa-336	45	40	heated	heat	VERB
ajfsoa-336	45	41	to	to	ADP
ajfsoa-336	45	42	75	75	NUM
ajfsoa-336	45	43	o	o	NOUN
ajfsoa-336	45	44	c	c	NOUN
ajfsoa-336	45	45	for	for	ADP
ajfsoa-336	45	46	saccharification	saccharification	NOUN
ajfsoa-336	45	47	.	.	PUNCT
ajfsoa-336	46	1	the	the	DET
ajfsoa-336	46	2	hydrolysis	hydrolysis	NOUN
ajfsoa-336	46	3	was	be	AUX
ajfsoa-336	46	4	performed	perform	VERB
ajfsoa-336	46	5	in	in	ADP
ajfsoa-336	46	6	flasks	flask	NOUN
ajfsoa-336	46	7	in	in	ADP
ajfsoa-336	46	8	a	a	DET
ajfsoa-336	46	9	thermostatic	thermostatic	ADJ
ajfsoa-336	46	10	water	water	NOUN
ajfsoa-336	46	11	bath	bath	NOUN
ajfsoa-336	46	12	with	with	ADP
ajfsoa-336	46	13	a	a	DET
ajfsoa-336	46	14	stirrer	stirrer	ADJ
ajfsoa-336	46	15	(	(	PUNCT
ajfsoa-336	46	16	tr24	tr24	PROPN
ajfsoa-336	46	17	-	-	PUNCT
ajfsoa-336	46	18	a22bx	a22bx	PROPN
ajfsoa-336	46	19	,	,	PUNCT
ajfsoa-336	46	20	england	england	PROPN
ajfsoa-336	46	21	)	)	PUNCT
ajfsoa-336	46	22	.	.	PUNCT
ajfsoa-336	47	1	immobilization	immobilization	NOUN
ajfsoa-336	47	2	of	of	ADP
ajfsoa-336	47	3	s.	s.	PROPN
ajfsoa-336	47	4	pastorianus	pastorianus	PROPN
ajfsoa-336	47	5	by	by	ADP
ajfsoa-336	47	6	entrapment	entrapment	NOUN
ajfsoa-336	47	7	in	in	ADP
ajfsoa-336	47	8	calcium	calcium	NOUN
ajfsoa-336	47	9	alginate	alginate	NOUN
ajfsoa-336	47	10	gel	gel	NOUN
ajfsoa-336	47	11	:	:	PUNCT
ajfsoa-336	47	12	a	a	DET
ajfsoa-336	47	13	polymeric	polymeric	ADJ
ajfsoa-336	47	14	matrix	matrix	NOUN
ajfsoa-336	47	15	was	be	AUX
ajfsoa-336	47	16	prepared	prepare	VERB
ajfsoa-336	47	17	using	use	VERB
ajfsoa-336	47	18	sodium	sodium	NOUN
ajfsoa-336	47	19	alginate	alginate	NOUN
ajfsoa-336	47	20	(	(	PUNCT
ajfsoa-336	47	21	nr	nr	NOUN
ajfsoa-336	47	22	301054n	301054n	NUM
ajfsoa-336	47	23	,	,	PUNCT
ajfsoa-336	47	24	hopkin	hopkin	PROPN
ajfsoa-336	47	25	and	and	CCONJ
ajfsoa-336	47	26	williams	williams	PROPN
ajfsoa-336	47	27	ltd	ltd	PROPN
ajfsoa-336	47	28	.	.	PROPN
ajfsoa-336	47	29	,	,	PUNCT
ajfsoa-336	47	30	england	england	PROPN
ajfsoa-336	47	31	)	)	PUNCT
ajfsoa-336	47	32	.	.	PUNCT
ajfsoa-336	48	1	to	to	PART
ajfsoa-336	48	2	obtain	obtain	VERB
ajfsoa-336	48	3	this	this	PRON
ajfsoa-336	48	4	,	,	PUNCT
ajfsoa-336	48	5	300	300	NUM
ajfsoa-336	48	6	ml	ml	NOUN
ajfsoa-336	48	7	of	of	ADP
ajfsoa-336	48	8	distilled	distil	VERB
ajfsoa-336	48	9	water	water	NOUN
ajfsoa-336	48	10	was	be	AUX
ajfsoa-336	48	11	pre	pre	VERB
ajfsoa-336	48	12	-	-	VERB
ajfsoa-336	48	13	warmed	warm	VERB
ajfsoa-336	48	14	at	at	ADP
ajfsoa-336	48	15	60	60	NUM
ajfsoa-336	48	16	o	o	NOUN
ajfsoa-336	48	17	c	c	NOUN
ajfsoa-336	48	18	and	and	CCONJ
ajfsoa-336	48	19	4.5	4.5	NUM
ajfsoa-336	48	20	g	g	NOUN
ajfsoa-336	48	21	of	of	ADP
ajfsoa-336	48	22	sodium	sodium	NOUN
ajfsoa-336	48	23	alginate	alginate	NOUN
ajfsoa-336	48	24	was	be	AUX
ajfsoa-336	48	25	added	add	VERB
ajfsoa-336	48	26	with	with	ADP
ajfsoa-336	48	27	continuous	continuous	ADJ
ajfsoa-336	48	28	stirring	stirring	NOUN
ajfsoa-336	48	29	until	until	SCONJ
ajfsoa-336	48	30	a	a	DET
ajfsoa-336	48	31	homogenous	homogenous	ADJ
ajfsoa-336	48	32	solution	solution	NOUN
ajfsoa-336	48	33	was	be	AUX
ajfsoa-336	48	34	obtained	obtain	VERB
ajfsoa-336	48	35	(	(	PUNCT
ajfsoa-336	48	36	no	no	DET
ajfsoa-336	48	37	clot	clot	NOUN
ajfsoa-336	48	38	)	)	PUNCT
ajfsoa-336	48	39	(	(	PUNCT
ajfsoa-336	48	40	vullo	vullo	NOUN
ajfsoa-336	48	41	and	and	CCONJ
ajfsoa-336	48	42	wachsman	wachsman	NOUN
ajfsoa-336	48	43	,	,	PUNCT
ajfsoa-336	48	44	2005	2005	NUM
ajfsoa-336	48	45	)	)	PUNCT
ajfsoa-336	48	46	.	.	PUNCT
ajfsoa-336	49	1	s.	s.	PROPN
ajfsoa-336	49	2	pastorianus	pastorianus	PROPN
ajfsoa-336	50	1	(	(	PUNCT
ajfsoa-336	50	2	7.26x10	7.26x10	NUM
ajfsoa-336	50	3	8	8	NUM
ajfsoa-336	50	4	cells	cell	NOUN
ajfsoa-336	50	5	/	/	SYM
ajfsoa-336	50	6	ml	ml	NOUN
ajfsoa-336	50	7	,	,	PUNCT
ajfsoa-336	50	8	98.78	98.78	NUM
ajfsoa-336	50	9	%	%	NOUN
ajfsoa-336	50	10	viability	viability	NOUN
ajfsoa-336	50	11	)	)	PUNCT
ajfsoa-336	50	12	was	be	AUX
ajfsoa-336	50	13	weighed	weigh	VERB
ajfsoa-336	50	14	11.25	11.25	NUM
ajfsoa-336	50	15	g	g	NOUN
ajfsoa-336	50	16	and	and	CCONJ
ajfsoa-336	50	17	mechanically	mechanically	ADV
ajfsoa-336	50	18	suspended	suspend	VERB
ajfsoa-336	50	19	in	in	ADP
ajfsoa-336	50	20	the	the	DET
ajfsoa-336	50	21	already	already	ADV
ajfsoa-336	50	22	prepared	prepare	VERB
ajfsoa-336	50	23	1.5	1.5	NUM
ajfsoa-336	50	24	%	%	NOUN
ajfsoa-336	50	25	sodium	sodium	NOUN
ajfsoa-336	50	26	alginate	alginate	NOUN
ajfsoa-336	50	27	solution	solution	NOUN
ajfsoa-336	50	28	.	.	PUNCT
ajfsoa-336	51	1	an	an	DET
ajfsoa-336	51	2	erlenmeyer	erlenmeyer	PROPN
ajfsoa-336	51	3	flask	flask	NOUN
ajfsoa-336	51	4	,	,	PUNCT
ajfsoa-336	51	5	500	500	NUM
ajfsoa-336	51	6	ml	ml	NOUN
ajfsoa-336	51	7	,	,	PUNCT
ajfsoa-336	51	8	was	be	AUX
ajfsoa-336	51	9	filled	fill	VERB
ajfsoa-336	51	10	with	with	ADP
ajfsoa-336	51	11	the	the	DET
ajfsoa-336	51	12	yeast	yeast	NOUN
ajfsoa-336	51	13	suspension	suspension	NOUN
ajfsoa-336	51	14	and	and	CCONJ
ajfsoa-336	51	15	then	then	ADV
ajfsoa-336	51	16	emptied	empty	VERB
ajfsoa-336	51	17	by	by	ADP
ajfsoa-336	51	18	gravity	gravity	NOUN
ajfsoa-336	51	19	,	,	PUNCT
ajfsoa-336	51	20	drop	drop	NOUN
ajfsoa-336	51	21	by	by	ADP
ajfsoa-336	51	22	drop	drop	NOUN
ajfsoa-336	51	23	,	,	PUNCT
ajfsoa-336	51	24	into	into	ADP
ajfsoa-336	51	25	600	600	NUM
ajfsoa-336	51	26	ml	ml	NOUN
ajfsoa-336	51	27	of	of	ADP
ajfsoa-336	51	28	0.1	0.1	NUM
ajfsoa-336	51	29	m	m	NOUN
ajfsoa-336	51	30	cacl2	cacl2	NOUN
ajfsoa-336	51	31	solution	solution	NOUN
ajfsoa-336	51	32	.	.	PUNCT
ajfsoa-336	52	1	the	the	DET
ajfsoa-336	52	2	calcium	calcium	NOUN
ajfsoa-336	52	3	cross	cross	ADJ
ajfsoa-336	52	4	-	-	ADJ
ajfsoa-336	52	5	linking	linking	ADJ
ajfsoa-336	52	6	solution	solution	NOUN
ajfsoa-336	52	7	was	be	AUX
ajfsoa-336	52	8	agitated	agitate	VERB
ajfsoa-336	52	9	on	on	ADP
ajfsoa-336	52	10	a	a	DET
ajfsoa-336	52	11	magnetic	magnetic	ADJ
ajfsoa-336	52	12	stirrer	stirrer	NOUN
ajfsoa-336	52	13	(	(	PUNCT
ajfsoa-336	52	14	stuart	stuart	PROPN
ajfsoa-336	52	15	scientific	scientific	PROPN
ajfsoa-336	52	16	magnetic	magnetic	PROPN
ajfsoa-336	52	17	stirrer	stirrer	NOUN
ajfsoa-336	52	18	sm	sm	PROPN
ajfsoa-336	52	19	1	1	NUM
ajfsoa-336	52	20	,	,	PUNCT
ajfsoa-336	52	21	uk	uk	PROPN
ajfsoa-336	52	22	)	)	PUNCT
ajfsoa-336	52	23	.	.	PUNCT
ajfsoa-336	53	1	gel	gel	NOUN
ajfsoa-336	53	2	formation	formation	NOUN
ajfsoa-336	53	3	was	be	AUX
ajfsoa-336	53	4	achieved	achieve	VERB
ajfsoa-336	53	5	at	at	ADP
ajfsoa-336	53	6	room	room	NOUN
ajfsoa-336	53	7	temperature	temperature	NOUN
ajfsoa-336	53	8	as	as	ADV
ajfsoa-336	53	9	soon	soon	ADV
ajfsoa-336	53	10	as	as	SCONJ
ajfsoa-336	53	11	the	the	DET
ajfsoa-336	53	12	yeast	yeast	NOUN
ajfsoa-336	53	13	-	-	PUNCT
ajfsoa-336	53	14	alginate	alginate	NOUN
ajfsoa-336	53	15	drops	drop	NOUN
ajfsoa-336	53	16	came	come	VERB
ajfsoa-336	53	17	into	into	ADP
ajfsoa-336	53	18	direct	direct	ADJ
ajfsoa-336	53	19	contact	contact	NOUN
ajfsoa-336	53	20	with	with	ADP
ajfsoa-336	53	21	the	the	DET
ajfsoa-336	53	22	calcium	calcium	NOUN
ajfsoa-336	53	23	solution	solution	NOUN
ajfsoa-336	53	24	.	.	PUNCT
ajfsoa-336	54	1	micro	micro	ADJ
ajfsoa-336	54	2	beads	bead	NOUN
ajfsoa-336	54	3	(	(	PUNCT
ajfsoa-336	54	4	0.81.0	0.81.0	NUM
ajfsoa-336	54	5	mm	mm	NUM
ajfsoa-336	54	6	diameter	diameter	NOUN
ajfsoa-336	54	7	)	)	PUNCT
ajfsoa-336	54	8	were	be	AUX
ajfsoa-336	54	9	achieved	achieve	VERB
ajfsoa-336	54	10	with	with	ADP
ajfsoa-336	54	11	a	a	DET
ajfsoa-336	54	12	10	10	NUM
ajfsoa-336	54	13	ml	ml	NOUN
ajfsoa-336	54	14	syringe	syringe	NOUN
ajfsoa-336	54	15	/	/	SYM
ajfsoa-336	54	16	needle	needle	NOUN
ajfsoa-336	54	17	,	,	PUNCT
ajfsoa-336	54	18	to	to	PART
ajfsoa-336	54	19	minimize	minimize	VERB
ajfsoa-336	54	20	the	the	DET
ajfsoa-336	54	21	mass	mass	NOUN
ajfsoa-336	54	22	transfer	transfer	NOUN
ajfsoa-336	54	23	resistance	resistance	NOUN
ajfsoa-336	54	24	(	(	PUNCT
ajfsoa-336	54	25	wang	wang	PROPN
ajfsoa-336	54	26	,	,	PUNCT
ajfsoa-336	54	27	2008	2008	NUM
ajfsoa-336	54	28	)	)	PUNCT
ajfsoa-336	54	29	.	.	PUNCT
ajfsoa-336	55	1	the	the	DET
ajfsoa-336	55	2	beads	bead	NOUN
ajfsoa-336	55	3	were	be	AUX
ajfsoa-336	55	4	fully	fully	ADV
ajfsoa-336	55	5	harden	harden	ADJ
ajfsoa-336	55	6	in	in	ADP
ajfsoa-336	55	7	15	15	NUM
ajfsoa-336	55	8	min	min	NOUN
ajfsoa-336	55	9	and	and	CCONJ
ajfsoa-336	55	10	were	be	AUX
ajfsoa-336	55	11	washed	wash	VERB
ajfsoa-336	55	12	4	4	NUM
ajfsoa-336	55	13	times	time	NOUN
ajfsoa-336	55	14	with	with	ADP
ajfsoa-336	55	15	distilled	distil	VERB
ajfsoa-336	55	16	water	water	NOUN
ajfsoa-336	55	17	to	to	PART
ajfsoa-336	55	18	eliminate	eliminate	VERB
ajfsoa-336	55	19	excess	excess	ADJ
ajfsoa-336	55	20	ca	ca	NOUN
ajfsoa-336	55	21	2	2	NUM
ajfsoa-336	55	22	+	+	CCONJ
ajfsoa-336	55	23	(	(	PUNCT
ajfsoa-336	55	24	vullo	vullo	NOUN
ajfsoa-336	55	25	and	and	CCONJ
ajfsoa-336	55	26	wachsman	wachsman	NOUN
ajfsoa-336	55	27	,	,	PUNCT
ajfsoa-336	55	28	2005	2005	NUM
ajfsoa-336	55	29	)	)	PUNCT
ajfsoa-336	55	30	.	.	PUNCT
ajfsoa-336	56	1	the	the	DET
ajfsoa-336	56	2	drop	drop	NOUN
ajfsoa-336	56	3	volume	volume	NOUN
ajfsoa-336	56	4	was	be	AUX
ajfsoa-336	56	5	calibrated	calibrate	VERB
ajfsoa-336	56	6	by	by	ADP
ajfsoa-336	56	7	passing	pass	VERB
ajfsoa-336	56	8	distilled	distil	VERB
ajfsoa-336	56	9	water	water	NOUN
ajfsoa-336	56	10	through	through	ADP
ajfsoa-336	56	11	a	a	DET
ajfsoa-336	56	12	diameter	diameter	NOUN
ajfsoa-336	56	13	tube	tube	NOUN
ajfsoa-336	56	14	(	(	PUNCT
ajfsoa-336	56	15	10	10	NUM
ajfsoa-336	56	16	ml	ml	ADP
ajfsoa-336	56	17	syringe	syringe	NOUN
ajfsoa-336	56	18	/	/	SYM
ajfsoa-336	56	19	needle	needle	NOUN
ajfsoa-336	56	20	)	)	PUNCT
ajfsoa-336	56	21	and	and	CCONJ
ajfsoa-336	56	22	weighing	weigh	VERB
ajfsoa-336	56	23	a	a	DET
ajfsoa-336	56	24	fixed	fix	VERB
ajfsoa-336	56	25	number	number	NOUN
ajfsoa-336	56	26	of	of	ADP
ajfsoa-336	56	27	water	water	NOUN
ajfsoa-336	56	28	droplets	droplet	NOUN
ajfsoa-336	56	29	.	.	PUNCT
ajfsoa-336	57	1	the	the	DET
ajfsoa-336	57	2	drop	drop	NOUN
ajfsoa-336	57	3	volume	volume	NOUN
ajfsoa-336	57	4	was	be	AUX
ajfsoa-336	57	5	0.04	0.04	NUM
ajfsoa-336	57	6	ml	ml	NOUN
ajfsoa-336	57	7	and	and	CCONJ
ajfsoa-336	57	8	all	all	DET
ajfsoa-336	57	9	the	the	DET
ajfsoa-336	57	10	suspension	suspension	NOUN
ajfsoa-336	57	11	turned	turn	VERB
ajfsoa-336	57	12	into	into	ADP
ajfsoa-336	57	13	immobilized	immobilized	ADJ
ajfsoa-336	57	14	yeast	yeast	NOUN
ajfsoa-336	57	15	spheres	sphere	NOUN
ajfsoa-336	57	16	with	with	ADP
ajfsoa-336	57	17	10	10	NUM
ajfsoa-336	57	18	7	7	NUM
ajfsoa-336	57	19	cells	cell	NOUN
ajfsoa-336	57	20	per	per	ADP
ajfsoa-336	57	21	bead	bead	NOUN
ajfsoa-336	57	22	.	.	PUNCT
ajfsoa-336	58	1	ethanol	ethanol	NOUN
ajfsoa-336	58	2	fermentation	fermentation	NOUN
ajfsoa-336	58	3	of	of	ADP
ajfsoa-336	58	4	starch	starch	NOUN
ajfsoa-336	58	5	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	58	6	:	:	PUNCT
ajfsoa-336	58	7	starch	starch	NOUN
ajfsoa-336	58	8	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	58	9	obtained	obtain	VERB
ajfsoa-336	58	10	by	by	ADP
ajfsoa-336	58	11	the	the	DET
ajfsoa-336	58	12	2	2	NUM
ajfsoa-336	58	13	-	-	PUNCT
ajfsoa-336	58	14	step	step	NOUN
ajfsoa-336	58	15	hydrolysis	hydrolysis	NOUN
ajfsoa-336	58	16	of	of	ADP
ajfsoa-336	58	17	cassava	cassava	NOUN
ajfsoa-336	58	18	starch	starch	NOUN
ajfsoa-336	58	19	were	be	AUX
ajfsoa-336	58	20	cooled	cool	VERB
ajfsoa-336	58	21	,	,	PUNCT
ajfsoa-336	58	22	filtered	filter	VERB
ajfsoa-336	58	23	to	to	PART
ajfsoa-336	58	24	remove	remove	VERB
ajfsoa-336	58	25	the	the	DET
ajfsoa-336	58	26	trub	trub	NOUN
ajfsoa-336	58	27	and	and	CCONJ
ajfsoa-336	58	28	sterilized	sterilize	VERB
ajfsoa-336	58	29	in	in	ADP
ajfsoa-336	58	30	an	an	DET
ajfsoa-336	58	31	oswald	oswald	NOUN
ajfsoa-336	58	32	tm	tm	NOUN
ajfsoa-336	58	33	autoclave	autoclave	NOUN
ajfsoa-336	58	34	steam	steam	NOUN
ajfsoa-336	58	35	sterilizer	sterilizer	NOUN
ajfsoa-336	58	36	(	(	PUNCT
ajfsoa-336	58	37	jric	jric	NOUN
ajfsoa-336	58	38	39	39	NUM
ajfsoa-336	58	39	,	,	PUNCT
ajfsoa-336	58	40	india	india	PROPN
ajfsoa-336	58	41	)	)	PUNCT
ajfsoa-336	58	42	.	.	PUNCT
ajfsoa-336	59	1	ethanol	ethanol	NOUN
ajfsoa-336	59	2	fermentation	fermentation	NOUN
ajfsoa-336	59	3	by	by	ADP
ajfsoa-336	59	4	immobilized	immobilized	ADJ
ajfsoa-336	59	5	yeasts	yeast	NOUN
ajfsoa-336	59	6	under	under	ADP
ajfsoa-336	59	7	anaerobic	anaerobic	ADJ
ajfsoa-336	59	8	conditions	condition	NOUN
ajfsoa-336	59	9	was	be	AUX
ajfsoa-336	59	10	performed	perform	VERB
ajfsoa-336	59	11	in	in	ADP
ajfsoa-336	59	12	1l	1l	NUM
ajfsoa-336	59	13	flasks	flask	NOUN
ajfsoa-336	59	14	with	with	ADP
ajfsoa-336	59	15	500	500	NUM
ajfsoa-336	59	16	ml	ml	NOUN
ajfsoa-336	59	17	of	of	ADP
ajfsoa-336	59	18	medium	medium	NOUN
ajfsoa-336	59	19	in	in	ADP
ajfsoa-336	59	20	laboratory	laboratory	NOUN
ajfsoa-336	59	21	temperature	temperature	NOUN
ajfsoa-336	59	22	(	(	PUNCT
ajfsoa-336	59	23	20	20	NUM
ajfsoa-336	59	24	o	o	NOUN
ajfsoa-336	59	25	c	c	NOUN
ajfsoa-336	59	26	)	)	PUNCT
ajfsoa-336	59	27	.	.	PUNCT
ajfsoa-336	60	1	repeated	repeat	VERB
ajfsoa-336	60	2	batch	batch	NOUN
ajfsoa-336	60	3	fermentations	fermentation	NOUN
ajfsoa-336	60	4	were	be	AUX
ajfsoa-336	60	5	carried	carry	VERB
ajfsoa-336	60	6	out	out	ADP
ajfsoa-336	60	7	with	with	ADP
ajfsoa-336	60	8	the	the	DET
ajfsoa-336	60	9	same	same	ADJ
ajfsoa-336	60	10	inoculum	inoculum	NOUN
ajfsoa-336	60	11	concentration	concentration	NOUN
ajfsoa-336	60	12	and	and	CCONJ
ajfsoa-336	60	13	laboratory	laboratory	NOUN
ajfsoa-336	60	14	conditions	condition	NOUN
ajfsoa-336	60	15	,	,	PUNCT
ajfsoa-336	60	16	but	but	CCONJ
ajfsoa-336	60	17	different	different	ADJ
ajfsoa-336	60	18	concentrations	concentration	NOUN
ajfsoa-336	60	19	of	of	ADP
ajfsoa-336	60	20	divalent	divalent	ADJ
ajfsoa-336	60	21	cation	cation	NOUN
ajfsoa-336	60	22	combinations	combination	NOUN
ajfsoa-336	60	23	for	for	ADP
ajfsoa-336	60	24	5	5	NUM
ajfsoa-336	60	25	days	day	NOUN
ajfsoa-336	60	26	.	.	PUNCT
ajfsoa-336	61	1	the	the	DET
ajfsoa-336	61	2	summary	summary	NOUN
ajfsoa-336	61	3	of	of	ADP
ajfsoa-336	61	4	ethanol	ethanol	NOUN
ajfsoa-336	61	5	production	production	NOUN
ajfsoa-336	61	6	from	from	ADP
ajfsoa-336	61	7	cassava	cassava	NOUN
ajfsoa-336	61	8	(	(	PUNCT
ajfsoa-336	61	9	cmd	cmd	NOUN
ajfsoa-336	61	10	-	-	PUNCT
ajfsoa-336	61	11	resistant	resistant	ADJ
ajfsoa-336	61	12	variety	variety	NOUN
ajfsoa-336	61	13	)	)	PUNCT
ajfsoa-336	61	14	tms/0581is	tms/0581i	NOUN
ajfsoa-336	61	15	is	be	AUX
ajfsoa-336	61	16	given	give	VERB
ajfsoa-336	61	17	in	in	ADP
ajfsoa-336	61	18	figure	figure	NOUN
ajfsoa-336	61	19	1	1	NUM
ajfsoa-336	61	20	.	.	PUNCT
ajfsoa-336	61	21	analytical	analytical	ADJ
ajfsoa-336	61	22	method	method	NOUN
ajfsoa-336	61	23	ethanol	ethanol	NOUN
ajfsoa-336	61	24	concentrations	concentration	NOUN
ajfsoa-336	61	25	of	of	ADP
ajfsoa-336	61	26	the	the	DET
ajfsoa-336	61	27	fermenting	ferment	VERB
ajfsoa-336	61	28	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	61	29	were	be	AUX
ajfsoa-336	61	30	determined	determine	VERB
ajfsoa-336	61	31	using	use	VERB
ajfsoa-336	61	32	an	an	DET
ajfsoa-336	61	33	anton	anton	NOUN
ajfsoa-336	61	34	paar	paar	NOUN
ajfsoa-336	61	35	gmbh	gmbh	NOUN
ajfsoa-336	61	36	alcolyzer	alcolyzer	NOUN
ajfsoa-336	61	37	plus	plus	CCONJ
ajfsoa-336	61	38	(	(	PUNCT
ajfsoa-336	61	39	com	com	NOUN
ajfsoa-336	61	40	1	1	NUM
ajfsoa-336	61	41	,	,	PUNCT
ajfsoa-336	61	42	austria	austria	PROPN
ajfsoa-336	61	43	,	,	PUNCT
ajfsoa-336	61	44	europe	europe	PROPN
ajfsoa-336	61	45	)	)	PUNCT
ajfsoa-336	61	46	.	.	PUNCT
ajfsoa-336	62	1	the	the	DET
ajfsoa-336	62	2	samples	sample	NOUN
ajfsoa-336	62	3	were	be	AUX
ajfsoa-336	62	4	drawn	draw	VERB
ajfsoa-336	62	5	into	into	ADP
ajfsoa-336	62	6	a	a	DET
ajfsoa-336	62	7	flask	flask	NOUN
ajfsoa-336	62	8	sealed	seal	VERB
ajfsoa-336	62	9	,	,	PUNCT
ajfsoa-336	62	10	shaken	shake	VERB
ajfsoa-336	62	11	and	and	CCONJ
ajfsoa-336	62	12	released	release	VERB
ajfsoa-336	62	13	to	to	ADP
ajfsoa-336	62	14	degas	degas	NOUN
ajfsoa-336	62	15	.	.	PUNCT
ajfsoa-336	63	1	the	the	DET
ajfsoa-336	63	2	degassed	degassed	ADJ
ajfsoa-336	63	3	samples	sample	NOUN
ajfsoa-336	63	4	were	be	AUX
ajfsoa-336	63	5	filtered	filter	VERB
ajfsoa-336	63	6	through	through	ADP
ajfsoa-336	63	7	folded	fold	VERB
ajfsoa-336	63	8	whatman	whatman	NOUN
ajfsoa-336	63	9	filter	filter	NOUN
ajfsoa-336	63	10	paper	paper	NOUN
ajfsoa-336	63	11	(	(	PUNCT
ajfsoa-336	63	12	1	1	NUM
ajfsoa-336	63	13	qualitative	qualitative	NOUN
ajfsoa-336	63	14	,	,	PUNCT
ajfsoa-336	63	15	10	10	NUM
ajfsoa-336	63	16	cm	cm	NOUN
ajfsoa-336	63	17	,	,	PUNCT
ajfsoa-336	63	18	england	england	PROPN
ajfsoa-336	63	19	)	)	PUNCT
ajfsoa-336	63	20	and	and	CCONJ
ajfsoa-336	63	21	the	the	DET
ajfsoa-336	63	22	funnels	funnel	NOUN
ajfsoa-336	63	23	covered	cover	VERB
ajfsoa-336	63	24	immediately	immediately	ADV
ajfsoa-336	63	25	with	with	ADP
ajfsoa-336	63	26	a	a	DET
ajfsoa-336	63	27	watch	watch	ADJ
ajfsoa-336	63	28	glass	glass	NOUN
ajfsoa-336	63	29	.	.	PUNCT
ajfsoa-336	64	1	the	the	DET
ajfsoa-336	64	2	samples	sample	NOUN
ajfsoa-336	64	3	were	be	AUX
ajfsoa-336	64	4	swirled	swirl	VERB
ajfsoa-336	64	5	very	very	ADV
ajfsoa-336	64	6	well	well	ADV
ajfsoa-336	64	7	(	(	PUNCT
ajfsoa-336	64	8	to	to	PART
ajfsoa-336	64	9	bring	bring	VERB
ajfsoa-336	64	10	back	back	ADV
ajfsoa-336	64	11	any	any	DET
ajfsoa-336	64	12	condensation	condensation	NOUN
ajfsoa-336	64	13	of	of	ADP
ajfsoa-336	64	14	ethanol	ethanol	NOUN
ajfsoa-336	64	15	into	into	ADP
ajfsoa-336	64	16	the	the	DET
ajfsoa-336	64	17	solution	solution	NOUN
ajfsoa-336	64	18	)	)	PUNCT
ajfsoa-336	64	19	and	and	CCONJ
ajfsoa-336	64	20	50	50	NUM
ajfsoa-336	64	21	ml	ml	NOUN
ajfsoa-336	64	22	filled	fill	VERB
ajfsoa-336	64	23	into	into	ADP
ajfsoa-336	64	24	the	the	DET
ajfsoa-336	64	25	sample	sample	NOUN
ajfsoa-336	64	26	vial	vial	NOUN
ajfsoa-336	64	27	and	and	CCONJ
ajfsoa-336	64	28	placed	place	VERB
ajfsoa-336	64	29	into	into	ADP
ajfsoa-336	64	30	the	the	DET
ajfsoa-336	64	31	magazine	magazine	NOUN
ajfsoa-336	64	32	of	of	ADP
ajfsoa-336	64	33	the	the	DET
ajfsoa-336	64	34	sample	sample	NOUN
ajfsoa-336	64	35	changer	changer	NOUN
ajfsoa-336	64	36	(	(	PUNCT
ajfsoa-336	64	37	sp-1	sp-1	NOUN
ajfsoa-336	64	38	m	m	PROPN
ajfsoa-336	64	39	)	)	PUNCT
ajfsoa-336	64	40	.	.	PUNCT
ajfsoa-336	65	1	the	the	DET
ajfsoa-336	65	2	sample	sample	NOUN
ajfsoa-336	65	3	changer	changer	NOUN
ajfsoa-336	65	4	is	be	AUX
ajfsoa-336	65	5	a	a	DET
ajfsoa-336	65	6	part	part	NOUN
ajfsoa-336	65	7	of	of	ADP
ajfsoa-336	65	8	the	the	DET
ajfsoa-336	65	9	sophisticated	sophisticated	ADJ
ajfsoa-336	65	10	beer	beer	NOUN
ajfsoa-336	65	11	analyzing	analyze	VERB
ajfsoa-336	65	12	system	system	NOUN
ajfsoa-336	65	13	of	of	ADP
ajfsoa-336	65	14	the	the	DET
ajfsoa-336	65	15	alcolyzer	alcolyzer	NOUN
ajfsoa-336	65	16	plus	plus	NOUN
ajfsoa-336	65	17	.	.	PUNCT
ajfsoa-336	66	1	ethanol	ethanol	NOUN
ajfsoa-336	66	2	concentration	concentration	NOUN
ajfsoa-336	66	3	is	be	AUX
ajfsoa-336	66	4	displayed	display	VERB
ajfsoa-336	66	5	at	at	ADP
ajfsoa-336	66	6	20	20	NUM
ajfsoa-336	66	7	o	o	NOUN
ajfsoa-336	66	8	c.	c.	NOUN
ajfsoa-336	66	9	distillation	distillation	NOUN
ajfsoa-336	66	10	at	at	ADP
ajfsoa-336	66	11	the	the	DET
ajfsoa-336	66	12	end	end	NOUN
ajfsoa-336	66	13	of	of	ADP
ajfsoa-336	66	14	fermentation	fermentation	NOUN
ajfsoa-336	66	15	,	,	PUNCT
ajfsoa-336	66	16	the	the	DET
ajfsoa-336	66	17	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	66	18	were	be	AUX
ajfsoa-336	66	19	filtered	filter	VERB
ajfsoa-336	66	20	for	for	ADP
ajfsoa-336	66	21	distillation	distillation	NOUN
ajfsoa-336	66	22	(	(	PUNCT
ajfsoa-336	66	23	recovery	recovery	NOUN
ajfsoa-336	66	24	of	of	ADP
ajfsoa-336	66	25	ethanol	ethanol	NOUN
ajfsoa-336	66	26	)	)	PUNCT
ajfsoa-336	66	27	.	.	PUNCT
ajfsoa-336	67	1	a	a	DET
ajfsoa-336	67	2	100	100	NUM
ajfsoa-336	67	3	ml	ml	ADP
ajfsoa-336	67	4	distillation	distillation	NOUN
ajfsoa-336	67	5	flask	flask	NOUN
ajfsoa-336	67	6	(	(	PUNCT
ajfsoa-336	67	7	clearfit	clearfit	NOUN
ajfsoa-336	67	8	34/36	34/36	NUM
ajfsoa-336	67	9	,	,	PUNCT
ajfsoa-336	67	10	england	england	PROPN
ajfsoa-336	67	11	)	)	PUNCT
ajfsoa-336	67	12	was	be	AUX
ajfsoa-336	67	13	filled	fill	VERB
ajfsoa-336	67	14	with	with	ADP
ajfsoa-336	67	15	the	the	DET
ajfsoa-336	67	16	fermented	ferment	VERB
ajfsoa-336	67	17	sample	sample	NOUN
ajfsoa-336	67	18	,	,	PUNCT
ajfsoa-336	67	19	placed	place	VERB
ajfsoa-336	67	20	in	in	ADP
ajfsoa-336	67	21	an	an	DET
ajfsoa-336	67	22	electric	electric	ADJ
ajfsoa-336	67	23	heater	heater	NOUN
ajfsoa-336	67	24	,	,	PUNCT
ajfsoa-336	67	25	and	and	CCONJ
ajfsoa-336	67	26	connected	connect	VERB
ajfsoa-336	67	27	to	to	ADP
ajfsoa-336	67	28	a	a	DET
ajfsoa-336	67	29	clearfit	clearfit	ADJ
ajfsoa-336	67	30	distillation	distillation	NOUN
ajfsoa-336	67	31	apparatus	apparatus	NOUN
ajfsoa-336	67	32	(	(	PUNCT
ajfsoa-336	67	33	ksh	ksh	PROPN
ajfsoa-336	67	34	4/33	4/33	PROPN
ajfsoa-336	67	35	,	,	PUNCT
ajfsoa-336	67	36	england	england	PROPN
ajfsoa-336	67	37	)	)	PUNCT
ajfsoa-336	67	38	with	with	ADP
ajfsoa-336	67	39	thermometer	thermometer	NOUN
ajfsoa-336	67	40	.	.	PUNCT
ajfsoa-336	68	1	ethanol	ethanol	NOUN
ajfsoa-336	68	2	was	be	AUX
ajfsoa-336	68	3	distilled	distil	VERB
ajfsoa-336	68	4	off	off	ADP
ajfsoa-336	68	5	at	at	ADP
ajfsoa-336	68	6	the	the	DET
ajfsoa-336	68	7	temperature	temperature	NOUN
ajfsoa-336	68	8	of	of	ADP
ajfsoa-336	68	9	78.5	78.5	NUM
ajfsoa-336	68	10	o	o	NOUN
ajfsoa-336	68	11	c	c	NOUN
ajfsoa-336	68	12	(	(	PUNCT
ajfsoa-336	68	13	okwu	okwu	NOUN
ajfsoa-336	68	14	and	and	CCONJ
ajfsoa-336	68	15	eneboachi	eneboachi	NOUN
ajfsoa-336	68	16	,	,	PUNCT
ajfsoa-336	68	17	2002	2002	NUM
ajfsoa-336	68	18	)	)	PUNCT
ajfsoa-336	68	19	.	.	PUNCT
ajfsoa-336	69	1	experimental	experimental	ADJ
ajfsoa-336	69	2	design	design	VERB
ajfsoa-336	69	3	a	a	DET
ajfsoa-336	69	4	central	central	ADJ
ajfsoa-336	69	5	composite	composite	ADJ
ajfsoa-336	69	6	rotatable	rotatable	ADJ
ajfsoa-336	69	7	response	response	NOUN
ajfsoa-336	69	8	surface	surface	NOUN
ajfsoa-336	69	9	design	design	NOUN
ajfsoa-336	69	10	for	for	ADP
ajfsoa-336	69	11	a	a	DET
ajfsoa-336	69	12	three	three	NUM
ajfsoa-336	69	13	cassava	cassava	NOUN
ajfsoa-336	69	14	starch	starch	NOUN
ajfsoa-336	69	15	water	water	NOUN
ajfsoa-336	69	16	,	,	PUNCT
ajfsoa-336	69	17	60	60	NUM
ajfsoa-336	69	18	o	o	NOUN
ajfsoa-336	69	19	c	c	X
ajfsoa-336	69	20	,	,	PUNCT
ajfsoa-336	69	21	gelatinization	gelatinization	NOUN
ajfsoa-336	69	22	liquefaction	liquefaction	NOUN
ajfsoa-336	69	23	90	90	NUM
ajfsoa-336	69	24	-	-	SYM
ajfsoa-336	69	25	95	95	NUM
ajfsoa-336	69	26	o	o	NOUN
ajfsoa-336	69	27	c	c	NOUN
ajfsoa-336	69	28	,	,	PUNCT
ajfsoa-336	69	29	ph	ph	X
ajfsoa-336	69	30	4	4	NUM
ajfsoa-336	69	31	-	-	SYM
ajfsoa-336	69	32	4.5	4.5	NUM
ajfsoa-336	69	33	,	,	PUNCT
ajfsoa-336	69	34	400rpm	400rpm	NUM
ajfsoa-336	69	35	termamyl	termamyl	ADJ
ajfsoa-336	69	36	and	and	CCONJ
ajfsoa-336	69	37	fungamyl	fungamyl	NOUN
ajfsoa-336	69	38	saccharification	saccharification	NOUN
ajfsoa-336	69	39	55	55	NUM
ajfsoa-336	69	40	-	-	SYM
ajfsoa-336	69	41	75	75	NUM
ajfsoa-336	69	42	o	o	NOUN
ajfsoa-336	69	43	c	c	NOUN
ajfsoa-336	69	44	,	,	PUNCT
ajfsoa-336	69	45	ph	ph	X
ajfsoa-336	69	46	4	4	NUM
ajfsoa-336	69	47	-	-	SYM
ajfsoa-336	69	48	4.5	4.5	NUM
ajfsoa-336	69	49	,	,	PUNCT
ajfsoa-336	69	50	amylo	amylo	PROPN
ajfsoa-336	69	51	gucosidase	gucosidase	NOUN
ajfsoa-336	69	52	(	(	PUNCT
ajfsoa-336	69	53	amg	amg	PROPN
ajfsoa-336	69	54	)	)	PUNCT
ajfsoa-336	69	55	enzyme	enzyme	NOUN
ajfsoa-336	69	56	cooling	cool	VERB
ajfsoa-336	69	57	/	/	SYM
ajfsoa-336	69	58	filtration	filtration	NOUN
ajfsoa-336	69	59	30	30	NUM
ajfsoa-336	69	60	-	-	SYM
ajfsoa-336	69	61	33	33	NUM
ajfsoa-336	69	62	o	o	NOUN
ajfsoa-336	69	63	c	c	NOUN
ajfsoa-336	69	64	sterilization	sterilization	NOUN
ajfsoa-336	69	65	121	121	NUM
ajfsoa-336	69	66	o	o	NOUN
ajfsoa-336	69	67	c	c	NOUN
ajfsoa-336	69	68	,	,	PUNCT
ajfsoa-336	69	69	15	15	NUM
ajfsoa-336	69	70	min	min	NOUN
ajfsoa-336	69	71	fermentation	fermentation	NOUN
ajfsoa-336	69	72	immobilized	immobilized	ADJ
ajfsoa-336	69	73	micro	micro	NOUN
ajfsoa-336	69	74	-	-	NOUN
ajfsoa-336	69	75	beads	bead	NOUN
ajfsoa-336	69	76	added	add	VERB
ajfsoa-336	69	77	,	,	PUNCT
ajfsoa-336	69	78	co2	co2	VERB
ajfsoa-336	69	79	out	out	ADP
ajfsoa-336	69	80	distillation	distillation	NOUN
ajfsoa-336	69	81	78	78	NUM
ajfsoa-336	69	82	-	-	SYM
ajfsoa-336	69	83	78.5	78.5	NUM
ajfsoa-336	69	84	o	o	NOUN
ajfsoa-336	69	85	c	c	NOUN
ajfsoa-336	69	86	ethanol	ethanol	NOUN
ajfsoa-336	69	87	figure	figure	NOUN
ajfsoa-336	69	88	1	1	NUM
ajfsoa-336	69	89	.	.	PUNCT
ajfsoa-336	70	1	flow	flow	VERB
ajfsoa-336	70	2	chart	chart	NOUN
ajfsoa-336	70	3	for	for	ADP
ajfsoa-336	70	4	produc	produc	PROPN
ajfsoa-336	70	5	tion	tion	PROPN
ajfsoa-336	70	6	of	of	ADP
ajfsoa-336	70	7	ethanol	ethanol	NOUN
ajfsoa-336	70	8	from	from	ADP
ajfsoa-336	70	9	cassava	cassava	NOUN
ajfsoa-336	70	10	starch	starch	NOUN
ajfsoa-336	70	11	hydrolyzate	hydrolyzate	NOUN
ajfsoa-336	70	12	using	use	VERB
ajfsoa-336	70	13	immobi	immobi	NOUN
ajfsoa-336	70	14	lized	lize	VERB
ajfsoa-336	70	15	yeast	yeast	NOUN
ajfsoa-336	70	16	cells	cell	NOUN
ajfsoa-336	70	17	.	.	PUNCT
ajfsoa-336	71	1	variable	variable	ADJ
ajfsoa-336	71	2	,	,	PUNCT
ajfsoa-336	71	3	five	five	NUM
ajfsoa-336	71	4	level	level	NOUN
ajfsoa-336	71	5	combinations	combination	NOUN
ajfsoa-336	71	6	coded	code	VERB
ajfsoa-336	71	7	-1	-1	ADJ
ajfsoa-336	71	8	,	,	PUNCT
ajfsoa-336	71	9	-1.682	-1.682	ADV
ajfsoa-336	71	10	,	,	PUNCT
ajfsoa-336	71	11	0	0	NUM
ajfsoa-336	71	12	,	,	PUNCT
ajfsoa-336	71	13	1	1	NUM
ajfsoa-336	71	14	,	,	PUNCT
ajfsoa-336	71	15	1.682	1.682	NUM
ajfsoa-336	71	16	(	(	PUNCT
ajfsoa-336	71	17	table	table	NOUN
ajfsoa-336	71	18	1	1	NUM
ajfsoa-336	71	19	)	)	PUNCT
ajfsoa-336	71	20	as	as	ADV
ajfsoa-336	71	21	modeled	model	VERB
ajfsoa-336	71	22	and	and	CCONJ
ajfsoa-336	71	23	used	use	VERB
ajfsoa-336	71	24	in	in	ADP
ajfsoa-336	71	25	literature	literature	NOUN
ajfsoa-336	71	26	(	(	PUNCT
ajfsoa-336	71	27	nwabueze	nwabueze	NOUN
ajfsoa-336	71	28	and	and	CCONJ
ajfsoa-336	71	29	iwe	iwe	PROPN
ajfsoa-336	71	30	,	,	PUNCT
ajfsoa-336	71	31	2006	2006	NUM
ajfsoa-336	71	32	;	;	PUNCT
ajfsoa-336	71	33	nwabueze	nwabueze	NOUN
ajfsoa-336	71	34	,	,	PUNCT
ajfsoa-336	71	35	2007	2007	NUM
ajfsoa-336	71	36	)	)	PUNCT
ajfsoa-336	71	37	was	be	AUX
ajfsoa-336	71	38	used	use	VERB
ajfsoa-336	71	39	for	for	ADP
ajfsoa-336	71	40	the	the	DET
ajfsoa-336	71	41	optimization	optimization	NOUN
ajfsoa-336	71	42	of	of	ADP
ajfsoa-336	71	43	the	the	DET
ajfsoa-336	71	44	divalent	divalent	ADJ
ajfsoa-336	71	45	cations	cation	NOUN
ajfsoa-336	71	46	for	for	ADP
ajfsoa-336	71	47	ethanol	ethanol	NOUN
ajfsoa-336	71	48	production	production	NOUN
ajfsoa-336	71	49	from	from	ADP
ajfsoa-336	71	50	the	the	DET
ajfsoa-336	71	51	cassava	cassava	NOUN
ajfsoa-336	71	52	starch	starch	NOUN
ajfsoa-336	71	53	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	71	54	.	.	PUNCT
ajfsoa-336	72	1	magnesium	magnesium	NOUN
ajfsoa-336	72	2	(	(	PUNCT
ajfsoa-336	72	3	x1	x1	PROPN
ajfsoa-336	72	4	,	,	PUNCT
ajfsoa-336	72	5	mg	mg	PROPN
ajfsoa-336	72	6	/	/	SYM
ajfsoa-336	72	7	l	l	NOUN
ajfsoa-336	72	8	)	)	PUNCT
ajfsoa-336	72	9	,	,	PUNCT
ajfsoa-336	72	10	zinc	zinc	NOUN
ajfsoa-336	72	11	(	(	PUNCT
ajfsoa-336	72	12	x2	x2	PROPN
ajfsoa-336	72	13	,	,	PUNCT
ajfsoa-336	72	14	mg	mg	PROPN
ajfsoa-336	72	15	/	/	SYM
ajfsoa-336	72	16	l	l	NOUN
ajfsoa-336	72	17	)	)	PUNCT
ajfsoa-336	72	18	,	,	PUNCT
ajfsoa-336	72	19	and	and	CCONJ
ajfsoa-336	72	20	calcium(x3	calcium(x3	NOUN
ajfsoa-336	72	21	,	,	PUNCT
ajfsoa-336	72	22	mg	mg	PROPN
ajfsoa-336	72	23	/	/	SYM
ajfsoa-336	72	24	l	l	NOUN
ajfsoa-336	72	25	)	)	PUNCT
ajfsoa-336	72	26	were	be	AUX
ajfsoa-336	72	27	chosen	choose	VERB
ajfsoa-336	72	28	as	as	ADP
ajfsoa-336	72	29	the	the	DET
ajfsoa-336	72	30	independent	independent	ADJ
ajfsoa-336	72	31	variables	variable	NOUN
ajfsoa-336	72	32	at	at	ADP
ajfsoa-336	72	33	five	five	NUM
ajfsoa-336	72	34	levels	level	NOUN
ajfsoa-336	72	35	of	of	ADP
ajfsoa-336	72	36	concentrations	concentration	NOUN
ajfsoa-336	72	37	as	as	SCONJ
ajfsoa-336	72	38	shown	show	VERB
ajfsoa-336	72	39	in	in	ADP
ajfsoa-336	72	40	table	table	NOUN
ajfsoa-336	72	41	1	1	NUM
ajfsoa-336	72	42	.	.	PUNCT
ajfsoa-336	73	1	a	a	DET
ajfsoa-336	73	2	total	total	NOUN
ajfsoa-336	73	3	of	of	ADP
ajfsoa-336	73	4	20	20	NUM
ajfsoa-336	73	5	experiments	experiment	NOUN
ajfsoa-336	73	6	were	be	AUX
ajfsoa-336	73	7	employed	employ	VERB
ajfsoa-336	73	8	for	for	ADP
ajfsoa-336	73	9	the	the	DET
ajfsoa-336	73	10	optimization	optimization	NOUN
ajfsoa-336	73	11	of	of	ADP
ajfsoa-336	73	12	the	the	DET
ajfsoa-336	73	13	cations	cation	NOUN
ajfsoa-336	73	14	in	in	ADP
ajfsoa-336	73	15	fermentation	fermentation	NOUN
ajfsoa-336	73	16	.	.	PUNCT
ajfsoa-336	74	1	data	datum	NOUN
ajfsoa-336	74	2	analysis	analysis	NOUN
ajfsoa-336	74	3	statistical	statistical	ADJ
ajfsoa-336	74	4	analyses	analysis	NOUN
ajfsoa-336	74	5	were	be	AUX
ajfsoa-336	74	6	carried	carry	VERB
ajfsoa-336	74	7	out	out	ADP
ajfsoa-336	74	8	on	on	ADP
ajfsoa-336	74	9	the	the	DET
ajfsoa-336	74	10	data	datum	NOUN
ajfsoa-336	74	11	obtained	obtain	VERB
ajfsoa-336	74	12	from	from	ADP
ajfsoa-336	74	13	the	the	DET
ajfsoa-336	74	14	fermentations	fermentation	NOUN
ajfsoa-336	74	15	.	.	PUNCT
ajfsoa-336	75	1	the	the	DET
ajfsoa-336	75	2	data	datum	NOUN
ajfsoa-336	75	3	were	be	AUX
ajfsoa-336	75	4	statistically	statistically	ADV
ajfsoa-336	75	5	regressed	regress	VERB
ajfsoa-336	75	6	using	use	VERB
ajfsoa-336	75	7	statgraphic	statgraphic	ADJ
ajfsoa-336	75	8	computer	computer	NOUN
ajfsoa-336	75	9	software	software	NOUN
ajfsoa-336	75	10	(	(	PUNCT
ajfsoa-336	75	11	statistica	statistica	NOUN
ajfsoa-336	75	12	)	)	PUNCT
ajfsoa-336	75	13	to	to	PART
ajfsoa-336	75	14	test	test	VERB
ajfsoa-336	75	15	the	the	DET
ajfsoa-336	75	16	significance	significance	NOUN
ajfsoa-336	75	17	of	of	ADP
ajfsoa-336	75	18	main	main	ADJ
ajfsoa-336	75	19	and	and	CCONJ
ajfsoa-336	75	20	interactive	interactive	ADJ
ajfsoa-336	75	21	effects	effect	NOUN
ajfsoa-336	75	22	of	of	ADP
ajfsoa-336	75	23	the	the	DET
ajfsoa-336	75	24	cations	cation	NOUN
ajfsoa-336	75	25	(	(	PUNCT
ajfsoa-336	75	26	nwabueze	nwabueze	NOUN
ajfsoa-336	75	27	and	and	CCONJ
ajfsoa-336	75	28	iwe	iwe	PROPN
ajfsoa-336	75	29	,	,	PUNCT
ajfsoa-336	75	30	2006	2006	NUM
ajfsoa-336	75	31	;	;	PUNCT
ajfsoa-336	75	32	nwabueze	nwabueze	NOUN
ajfsoa-336	75	33	,	,	PUNCT
ajfsoa-336	75	34	2007	2007	NUM
ajfsoa-336	75	35	)	)	PUNCT
ajfsoa-336	75	36	.	.	PUNCT
ajfsoa-336	76	1	statistical	statistical	ADJ
ajfsoa-336	76	2	significance	significance	NOUN
ajfsoa-336	76	3	was	be	AUX
ajfsoa-336	76	4	accepted	accept	VERB
ajfsoa-336	76	5	at	at	ADP
ajfsoa-336	76	6	5	5	NUM
ajfsoa-336	76	7	%	%	NOUN
ajfsoa-336	76	8	probability	probability	NOUN
ajfsoa-336	76	9	levels	level	NOUN
ajfsoa-336	76	10	(	(	PUNCT
ajfsoa-336	76	11	p	p	NOUN
ajfsoa-336	76	12	0.05	0.05	NUM
ajfsoa-336	76	13	)	)	PUNCT
ajfsoa-336	76	14	.	.	PUNCT
ajfsoa-336	77	1	three	three	NUM
ajfsoa-336	77	2	-	-	PUNCT
ajfsoa-336	77	3	dimensional	dimensional	ADJ
ajfsoa-336	77	4	response	response	NOUN
ajfsoa-336	77	5	surface	surface	NOUN
ajfsoa-336	77	6	plots	plot	NOUN
ajfsoa-336	77	7	were	be	AUX
ajfsoa-336	77	8	made	make	VERB
ajfsoa-336	77	9	with	with	ADP
ajfsoa-336	77	10	matlab	matlab	PROPN
ajfsoa-336	77	11	7.1.0246	7.1.0246	PROPN
ajfsoa-336	77	12	(	(	PUNCT
ajfsoa-336	77	13	r14	r14	NOUN
ajfsoa-336	77	14	)	)	PUNCT
ajfsoa-336	77	15	gibsoft	gibsoft	ADJ
ajfsoa-336	77	16	software	software	NOUN
ajfsoa-336	77	17	.	.	PUNCT
ajfsoa-336	78	1	the	the	DET
ajfsoa-336	78	2	statistical	statistical	ADJ
ajfsoa-336	78	3	design	design	NOUN
ajfsoa-336	78	4	(	(	PUNCT
ajfsoa-336	78	5	multivariate	multivariate	NOUN
ajfsoa-336	78	6	regression	regression	NOUN
ajfsoa-336	78	7	analysis	analysis	NOUN
ajfsoa-336	78	8	)	)	PUNCT
ajfsoa-336	78	9	with	with	ADP
ajfsoa-336	78	10	the	the	DET
ajfsoa-336	78	11	model	model	NOUN
ajfsoa-336	78	12	fitted	fit	VERB
ajfsoa-336	78	13	to	to	ADP
ajfsoa-336	78	14	each	each	DET
ajfsoa-336	78	15	set	set	NOUN
ajfsoa-336	78	16	of	of	ADP
ajfsoa-336	78	17	data	datum	NOUN
ajfsoa-336	78	18	was	be	AUX
ajfsoa-336	78	19	as	as	SCONJ
ajfsoa-336	78	20	follows	follow	VERB
ajfsoa-336	78	21	:	:	PUNCT
ajfsoa-336	78	22	y	y	PROPN
ajfsoa-336	78	23	=	=	PUNCT
ajfsoa-336	78	24	0	0	PUNCT
ajfsoa-336	79	1	+	+	CCONJ
ajfsoa-336	79	2	1x1	1x1	NUM
ajfsoa-336	79	3	+	+	CCONJ
ajfsoa-336	79	4	2x2	2x2	NUM
ajfsoa-336	79	5	+	+	SYM
ajfsoa-336	79	6	3x3	3x3	NUM
ajfsoa-336	80	1	+	+	CCONJ
ajfsoa-336	80	2	11x1	11x1	NUM
ajfsoa-336	80	3	2	2	NUM
ajfsoa-336	80	4	+	+	SYM
ajfsoa-336	80	5	22x2	22x2	NUM
ajfsoa-336	80	6	2	2	NUM
ajfsoa-336	80	7	+	+	CCONJ
ajfsoa-336	80	8	33x3	33x3	NUM
ajfsoa-336	80	9	2	2	NUM
ajfsoa-336	80	10	+	+	NUM
ajfsoa-336	80	11	12x1x2	12x1x2	NUM
ajfsoa-336	80	12	+	+	CCONJ
ajfsoa-336	80	13	13x1x3	13x1x3	NUM
ajfsoa-336	80	14	+	+	CCONJ
ajfsoa-336	80	15	23x2x3	23x2x3	NUM
ajfsoa-336	80	16	+	+	CCONJ
ajfsoa-336	80	17	(	(	PUNCT
ajfsoa-336	80	18	1	1	NUM
ajfsoa-336	80	19	)	)	PUNCT
ajfsoa-336	80	20	where	where	SCONJ
ajfsoa-336	80	21	y	y	NOUN
ajfsoa-336	80	22	=	=	PUNCT
ajfsoa-336	80	23	dependent	dependent	ADJ
ajfsoa-336	80	24	response	response	NOUN
ajfsoa-336	80	25	variable	variable	NOUN
ajfsoa-336	80	26	,	,	PUNCT
ajfsoa-336	80	27	ethanol	ethanol	NOUN
ajfsoa-336	80	28	0	0	NUM
ajfsoa-336	81	1	+	+	CCONJ
ajfsoa-336	81	2	1	1	NUM
ajfsoa-336	81	3	…	…	SYM
ajfsoa-336	81	4	23	23	NUM
ajfsoa-336	81	5	=	=	NUM
ajfsoa-336	81	6	estimated	estimate	VERB
ajfsoa-336	81	7	regression	regression	NOUN
ajfsoa-336	81	8	coefficients	coefficient	NOUN
ajfsoa-336	81	9	.	.	PUNCT
ajfsoa-336	82	1	x1	x1	NUM
ajfsoa-336	82	2	,	,	PUNCT
ajfsoa-336	82	3	x2	x2	PROPN
ajfsoa-336	82	4	,	,	PUNCT
ajfsoa-336	82	5	x3	x3	ADJ
ajfsoa-336	82	6	=	=	PUNCT
ajfsoa-336	82	7	independent	independent	ADJ
ajfsoa-336	82	8	variables	variable	NOUN
ajfsoa-336	82	9	in	in	ADP
ajfsoa-336	82	10	the	the	DET
ajfsoa-336	82	11	model	model	NOUN
ajfsoa-336	82	12	(	(	PUNCT
ajfsoa-336	82	13	mg	mg	PROPN
ajfsoa-336	82	14	2	2	NUM
ajfsoa-336	82	15	+	+	NUM
ajfsoa-336	82	16	,	,	PUNCT
ajfsoa-336	82	17	zn	zn	PROPN
ajfsoa-336	82	18	2	2	NUM
ajfsoa-336	82	19	+	+	NUM
ajfsoa-336	82	20	and	and	CCONJ
ajfsoa-336	82	21	ca	ca	NOUN
ajfsoa-336	82	22	2	2	NUM
ajfsoa-336	82	23	+	+	NUM
ajfsoa-336	82	24	)	)	PUNCT
ajfsoa-336	82	25	.	.	PUNCT
ajfsoa-336	83	1	=	=	PUNCT
ajfsoa-336	83	2	random	random	ADJ
ajfsoa-336	83	3	error	error	NOUN
ajfsoa-336	83	4	.	.	PUNCT
ajfsoa-336	84	1	results	result	NOUN
ajfsoa-336	84	2	and	and	CCONJ
ajfsoa-336	84	3	discussion	discussion	NOUN
ajfsoa-336	84	4	response	response	NOUN
ajfsoa-336	84	5	surface	surface	NOUN
ajfsoa-336	84	6	methodology	methodology	NOUN
ajfsoa-336	84	7	is	be	AUX
ajfsoa-336	84	8	a	a	DET
ajfsoa-336	84	9	sequential	sequential	ADJ
ajfsoa-336	84	10	procedure	procedure	NOUN
ajfsoa-336	84	11	with	with	ADP
ajfsoa-336	84	12	an	an	DET
ajfsoa-336	84	13	objective	objective	NOUN
ajfsoa-336	84	14	of	of	ADP
ajfsoa-336	84	15	leading	lead	VERB
ajfsoa-336	84	16	the	the	DET
ajfsoa-336	84	17	experimenter	experimenter	NOUN
ajfsoa-336	84	18	rapidly	rapidly	ADV
ajfsoa-336	84	19	and	and	CCONJ
ajfsoa-336	84	20	efficiently	efficiently	ADV
ajfsoa-336	84	21	to	to	ADP
ajfsoa-336	84	22	the	the	DET
ajfsoa-336	84	23	general	general	ADJ
ajfsoa-336	84	24	vicinity	vicinity	NOUN
ajfsoa-336	84	25	of	of	ADP
ajfsoa-336	84	26	the	the	DET
ajfsoa-336	84	27	optimum	optimum	NOUN
ajfsoa-336	84	28	.	.	PUNCT
ajfsoa-336	85	1	using	use	VERB
ajfsoa-336	85	2	central	central	ADJ
ajfsoa-336	85	3	composite	composite	ADJ
ajfsoa-336	85	4	design	design	NOUN
ajfsoa-336	85	5	,	,	PUNCT
ajfsoa-336	85	6	a	a	DET
ajfsoa-336	85	7	total	total	NOUN
ajfsoa-336	85	8	of	of	ADP
ajfsoa-336	85	9	20	20	NUM
ajfsoa-336	85	10	experiments	experiment	NOUN
ajfsoa-336	85	11	with	with	ADP
ajfsoa-336	85	12	different	different	ADJ
ajfsoa-336	85	13	of	of	ADP
ajfsoa-336	85	14	the	the	DET
ajfsoa-336	85	15	divalent	divalent	ADJ
ajfsoa-336	85	16	cations	cation	NOUN
ajfsoa-336	85	17	were	be	AUX
ajfsoa-336	85	18	performed	perform	VERB
ajfsoa-336	85	19	.	.	PUNCT
ajfsoa-336	86	1	responses	response	NOUN
ajfsoa-336	86	2	were	be	AUX
ajfsoa-336	86	3	taken	take	VERB
ajfsoa-336	86	4	at	at	ADP
ajfsoa-336	86	5	24	24	NUM
ajfsoa-336	86	6	h	h	NOUN
ajfsoa-336	86	7	interval	interval	NOUN
ajfsoa-336	86	8	until	until	SCONJ
ajfsoa-336	86	9	ethanol	ethanol	NOUN
ajfsoa-336	86	10	concentration	concentration	NOUN
ajfsoa-336	86	11	dropped	drop	VERB
ajfsoa-336	86	12	.	.	PUNCT
ajfsoa-336	87	1	ethanol	ethanol	NOUN
ajfsoa-336	87	2	concentration	concentration	NOUN
ajfsoa-336	87	3	at	at	ADP
ajfsoa-336	87	4	0	0	NUM
ajfsoa-336	87	5	to	to	ADP
ajfsoa-336	87	6	120	120	NUM
ajfsoa-336	87	7	h	h	NOUN
ajfsoa-336	87	8	from	from	ADP
ajfsoa-336	87	9	the	the	DET
ajfsoa-336	87	10	cassava	cassava	NOUN
ajfsoa-336	87	11	starch	starch	NOUN
ajfsoa-336	87	12	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	87	13	were	be	AUX
ajfsoa-336	87	14	as	as	ADP
ajfsoa-336	87	15	shown	show	VERB
ajfsoa-336	87	16	in	in	ADP
ajfsoa-336	87	17	table	table	NOUN
ajfsoa-336	87	18	2	2	NUM
ajfsoa-336	87	19	.	.	PUNCT
ajfsoa-336	88	1	there	there	PRON
ajfsoa-336	88	2	was	be	VERB
ajfsoa-336	88	3	a	a	DET
ajfsoa-336	88	4	general	general	ADJ
ajfsoa-336	88	5	increase	increase	NOUN
ajfsoa-336	88	6	in	in	ADP
ajfsoa-336	88	7	the	the	DET
ajfsoa-336	88	8	concentration	concentration	NOUN
ajfsoa-336	88	9	from	from	ADP
ajfsoa-336	88	10	0	0	NUM
ajfsoa-336	88	11	-	-	SYM
ajfsoa-336	88	12	120	120	NUM
ajfsoa-336	88	13	h	h	NOUN
ajfsoa-336	88	14	period	period	NOUN
ajfsoa-336	88	15	of	of	ADP
ajfsoa-336	88	16	fermentation	fermentation	NOUN
ajfsoa-336	88	17	.	.	PUNCT
ajfsoa-336	89	1	increase	increase	NOUN
ajfsoa-336	89	2	in	in	ADP
ajfsoa-336	89	3	ethanol	ethanol	NOUN
ajfsoa-336	89	4	concentration	concentration	NOUN
ajfsoa-336	89	5	of	of	ADP
ajfsoa-336	89	6	fermented	ferment	VERB
ajfsoa-336	89	7	media	medium	NOUN
ajfsoa-336	89	8	have	have	AUX
ajfsoa-336	89	9	been	be	AUX
ajfsoa-336	89	10	reported	report	VERB
ajfsoa-336	89	11	by	by	ADP
ajfsoa-336	89	12	several	several	ADJ
ajfsoa-336	89	13	authors	author	NOUN
ajfsoa-336	89	14	including	include	VERB
ajfsoa-336	89	15	balagopalan	balagopalan	NOUN
ajfsoa-336	89	16	(	(	PUNCT
ajfsoa-336	89	17	1988)cassava	1988)cassava	NUM
ajfsoa-336	89	18	wort	wort	NOUN
ajfsoa-336	89	19	;	;	PUNCT
ajfsoa-336	89	20	walker	walker	PROPN
ajfsoa-336	89	21	et	et	PROPN
ajfsoa-336	89	22	al	al	PROPN
ajfsoa-336	89	23	.	.	PUNCT
ajfsoa-336	90	1	(	(	PUNCT
ajfsoa-336	90	2	1996)malt	1996)malt	NOUN
ajfsoa-336	90	3	wort	wort	NOUN
ajfsoa-336	90	4	;	;	PUNCT
ajfsoa-336	90	5	chandrasena	chandrasena	VERB
ajfsoa-336	90	6	et	et	PROPN
ajfsoa-336	90	7	al	al	PROPN
ajfsoa-336	90	8	.	.	PUNCT
ajfsoa-336	91	1	(	(	PUNCT
ajfsoa-336	91	2	1997)molasses	1997)molasse	NOUN
ajfsoa-336	91	3	;	;	PUNCT
ajfsoa-336	91	4	birch	birch	NOUN
ajfsoa-336	91	5	et	et	PROPN
ajfsoa-336	91	6	al	al	PROPN
ajfsoa-336	91	7	.	.	PUNCT
ajfsoa-336	92	1	(	(	PUNCT
ajfsoa-336	92	2	2003)wine	2003)wine	PROPN
ajfsoa-336	92	3	must	must	AUX
ajfsoa-336	92	4	;	;	PUNCT
ajfsoa-336	92	5	vullo	vullo	NOUN
ajfsoa-336	92	6	and	and	CCONJ
ajfsoa-336	92	7	wachsman	wachsman	NOUN
ajfsoa-336	92	8	(	(	PUNCT
ajfsoa-336	92	9	2005	2005	NUM
ajfsoa-336	92	10	)	)	PUNCT
ajfsoa-336	92	11	-synthetic	-synthetic	ADJ
ajfsoa-336	92	12	media	medium	NOUN
ajfsoa-336	92	13	;	;	PUNCT
ajfsoa-336	92	14	rakin	rakin	NOUN
ajfsoa-336	92	15	et	et	PROPN
ajfsoa-336	92	16	al	al	PROPN
ajfsoa-336	92	17	.	.	PUNCT
ajfsoa-336	93	1	(	(	PUNCT
ajfsoa-336	93	2	2009)corn	2009)corn	NUM
ajfsoa-336	93	3	meal	meal	NOUN
ajfsoa-336	93	4	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	93	5	.	.	PUNCT
ajfsoa-336	94	1	effect	effect	NOUN
ajfsoa-336	94	2	of	of	ADP
ajfsoa-336	94	3	divalent	divalent	ADJ
ajfsoa-336	94	4	cation	cation	NOUN
ajfsoa-336	94	5	on	on	ADP
ajfsoa-336	94	6	ethanol	ethanol	NOUN
ajfsoa-336	94	7	yield	yield	NOUN
ajfsoa-336	94	8	optimum	optimum	ADJ
ajfsoa-336	94	9	alcohol	alcohol	NOUN
ajfsoa-336	94	10	production	production	NOUN
ajfsoa-336	94	11	of	of	ADP
ajfsoa-336	94	12	12.53%v	12.53%v	NUM
ajfsoa-336	94	13	/	/	SYM
ajfsoa-336	94	14	v	v	NOUN
ajfsoa-336	94	15	was	be	AUX
ajfsoa-336	94	16	obtained	obtain	VERB
ajfsoa-336	94	17	from	from	ADP
ajfsoa-336	94	18	samples	sample	NOUN
ajfsoa-336	94	19	with	with	ADP
ajfsoa-336	94	20	divalent	divalent	ADJ
ajfsoa-336	94	21	cation	cation	NOUN
ajfsoa-336	94	22	combinations	combination	NOUN
ajfsoa-336	94	23	of	of	ADP
ajfsoa-336	94	24	64	64	NUM
ajfsoa-336	94	25	,	,	PUNCT
ajfsoa-336	94	26	0.48	0.48	NUM
ajfsoa-336	94	27	and	and	CCONJ
ajfsoa-336	94	28	30	30	NUM
ajfsoa-336	94	29	mg	mg	NUM
ajfsoa-336	94	30	/	/	SYM
ajfsoa-336	94	31	l	l	NOUN
ajfsoa-336	94	32	(	(	PUNCT
ajfsoa-336	94	33	mg	mg	PROPN
ajfsoa-336	94	34	2	2	NUM
ajfsoa-336	94	35	+	+	NUM
ajfsoa-336	94	36	,	,	PUNCT
ajfsoa-336	94	37	zn	zn	PROPN
ajfsoa-336	94	38	2	2	NUM
ajfsoa-336	94	39	+	+	NUM
ajfsoa-336	94	40	and	and	CCONJ
ajfsoa-336	94	41	ca	ca	NOUN
ajfsoa-336	94	42	2	2	NUM
ajfsoa-336	94	43	+	+	NUM
ajfsoa-336	94	44	)	)	PUNCT
ajfsoa-336	94	45	,	,	PUNCT
ajfsoa-336	94	46	respectively	respectively	ADV
ajfsoa-336	94	47	at96	at96	PROPN
ajfsoa-336	94	48	h	h	NOUN
ajfsoa-336	94	49	period	period	NOUN
ajfsoa-336	94	50	of	of	ADP
ajfsoa-336	94	51	fermentation	fermentation	NOUN
ajfsoa-336	94	52	.	.	PUNCT
ajfsoa-336	95	1	high	high	ADJ
ajfsoa-336	95	2	concentration	concentration	NOUN
ajfsoa-336	95	3	of	of	ADP
ajfsoa-336	95	4	mg	mg	PROPN
ajfsoa-336	95	5	2	2	NUM
ajfsoa-336	95	6	+	+	NUM
ajfsoa-336	95	7	and	and	CCONJ
ajfsoa-336	95	8	zn	zn	PROPN
ajfsoa-336	95	9	2	2	NUM
ajfsoa-336	95	10	+	+	CCONJ
ajfsoa-336	95	11	and	and	CCONJ
ajfsoa-336	95	12	low	low	ADJ
ajfsoa-336	95	13	ca	ca	NOUN
ajfsoa-336	95	14	2	2	NUM
ajfsoa-336	95	15	+	+	NUM
ajfsoa-336	95	16	seems	seem	VERB
ajfsoa-336	95	17	to	to	PART
ajfsoa-336	95	18	favour	favour	VERB
ajfsoa-336	95	19	ethanol	ethanol	NOUN
ajfsoa-336	95	20	production	production	NOUN
ajfsoa-336	95	21	(	(	PUNCT
ajfsoa-336	95	22	table	table	NOUN
ajfsoa-336	95	23	2	2	NUM
ajfsoa-336	95	24	)	)	PUNCT
ajfsoa-336	95	25	.	.	PUNCT
ajfsoa-336	96	1	yeast	yeast	NOUN
ajfsoa-336	96	2	exhibits	exhibit	VERB
ajfsoa-336	96	3	a	a	DET
ajfsoa-336	96	4	high	high	ADJ
ajfsoa-336	96	5	affinity	affinity	NOUN
ajfsoa-336	96	6	for	for	ADP
ajfsoa-336	96	7	mg	mg	PROPN
ajfsoa-336	96	8	2	2	NUM
ajfsoa-336	96	9	+	+	NUM
ajfsoa-336	96	10	and	and	CCONJ
ajfsoa-336	96	11	increase	increase	VERB
ajfsoa-336	96	12	in	in	ADP
ajfsoa-336	96	13	mg	mg	PROPN
ajfsoa-336	96	14	2	2	NUM
ajfsoa-336	96	15	+	+	NOUN
ajfsoa-336	96	16	availability	availability	NOUN
ajfsoa-336	96	17	stimulates	stimulate	VERB
ajfsoa-336	96	18	alcohol	alcohol	NOUN
ajfsoa-336	96	19	produc	produc	PROPN
ajfsoa-336	96	20	-	-	PUNCT
ajfsoa-336	96	21	tion	tion	NOUN
ajfsoa-336	96	22	.	.	PUNCT
ajfsoa-336	97	1	thus	thus	ADV
ajfsoa-336	97	2	,	,	PUNCT
ajfsoa-336	97	3	mg	mg	PROPN
ajfsoa-336	97	4	2	2	NUM
ajfsoa-336	97	5	+	+	CCONJ
ajfsoa-336	97	6	is	be	AUX
ajfsoa-336	97	7	essential	essential	ADJ
ajfsoa-336	97	8	for	for	ADP
ajfsoa-336	97	9	yeast	yeast	NOUN
ajfsoa-336	97	10	growth	growth	NOUN
ajfsoa-336	97	11	,	,	PUNCT
ajfsoa-336	97	12	metabolism	metabolism	NOUN
ajfsoa-336	97	13	and	and	CCONJ
ajfsoa-336	97	14	fermentation	fermentation	NOUN
ajfsoa-336	97	15	.	.	PUNCT
ajfsoa-336	98	1	this	this	PRON
ajfsoa-336	98	2	is	be	AUX
ajfsoa-336	98	3	in	in	ADP
ajfsoa-336	98	4	line	line	NOUN
ajfsoa-336	98	5	with	with	ADP
ajfsoa-336	98	6	the	the	DET
ajfsoa-336	98	7	report	report	NOUN
ajfsoa-336	98	8	of	of	ADP
ajfsoa-336	98	9	smith	smith	PROPN
ajfsoa-336	98	10	and	and	CCONJ
ajfsoa-336	98	11	walker	walker	PROPN
ajfsoa-336	98	12	(	(	PUNCT
ajfsoa-336	98	13	2000	2000	NUM
ajfsoa-336	98	14	)	)	PUNCT
ajfsoa-336	98	15	.	.	PUNCT
ajfsoa-336	99	1	mg	mg	PROPN
ajfsoa-336	99	2	2	2	NUM
ajfsoa-336	100	1	+	+	CCONJ
ajfsoa-336	100	2	is	be	AUX
ajfsoa-336	100	3	also	also	ADV
ajfsoa-336	100	4	essential	essential	ADJ
ajfsoa-336	100	5	in	in	ADP
ajfsoa-336	100	6	nucleic	nucleic	ADJ
ajfsoa-336	100	7	acid	acid	NOUN
ajfsoa-336	100	8	synthesis	synthesis	NOUN
ajfsoa-336	100	9	and	and	CCONJ
ajfsoa-336	100	10	a	a	DET
ajfsoa-336	100	11	cofactor	cofactor	NOUN
ajfsoa-336	100	12	of	of	ADP
ajfsoa-336	100	13	many	many	ADJ
ajfsoa-336	100	14	enzymes	enzyme	NOUN
ajfsoa-336	100	15	in	in	ADP
ajfsoa-336	100	16	glycolysis	glycolysis	NOUN
ajfsoa-336	100	17	while	while	SCONJ
ajfsoa-336	100	18	zn	zn	PROPN
ajfsoa-336	100	19	2	2	NUM
ajfsoa-336	100	20	+	+	CCONJ
ajfsoa-336	100	21	is	be	AUX
ajfsoa-336	100	22	an	an	DET
ajfsoa-336	100	23	essential	essential	ADJ
ajfsoa-336	100	24	micronutrient	micronutrient	NOUN
ajfsoa-336	100	25	and	and	CCONJ
ajfsoa-336	100	26	has	have	AUX
ajfsoa-336	100	27	stimulating	stimulate	VERB
ajfsoa-336	100	28	effect	effect	NOUN
ajfsoa-336	100	29	in	in	ADP
ajfsoa-336	100	30	yeast	yeast	NOUN
ajfsoa-336	100	31	metabolism	metabolism	NOUN
ajfsoa-336	100	32	.	.	PUNCT
ajfsoa-336	101	1	alcohol	alcohol	NOUN
ajfsoa-336	101	2	production	production	NOUN
ajfsoa-336	101	3	table	table	NOUN
ajfsoa-336	101	4	1	1	NUM
ajfsoa-336	101	5	.	.	PUNCT
ajfsoa-336	102	1	independent	independent	ADJ
ajfsoa-336	102	2	variables	variable	NOUN
ajfsoa-336	102	3	in	in	ADP
ajfsoa-336	102	4	the	the	DET
ajfsoa-336	102	5	central	central	ADJ
ajfsoa-336	102	6	composite	composite	ADJ
ajfsoa-336	102	7	design	design	NOUN
ajfsoa-336	102	8	.	.	PUNCT
ajfsoa-336	103	1	independent	independent	ADJ
ajfsoa-336	103	2	process	process	NOUN
ajfsoa-336	103	3	variables	variable	NOUN
ajfsoa-336	103	4	coded	code	VERB
ajfsoa-336	103	5	variable	variable	ADJ
ajfsoa-336	103	6	levels	level	NOUN
ajfsoa-336	103	7	corner	corner	NOUN
ajfsoa-336	103	8	points	point	VERB
ajfsoa-336	103	9	central	central	ADJ
ajfsoa-336	103	10	point	point	NOUN
ajfsoa-336	103	11	star	star	NOUN
ajfsoa-336	103	12	points	point	NOUN
ajfsoa-336	103	13	(	(	PUNCT
ajfsoa-336	103	14	mg	mg	PROPN
ajfsoa-336	103	15	/	/	SYM
ajfsoa-336	103	16	l	l	NOUN
ajfsoa-336	103	17	)	)	PUNCT
ajfsoa-336	103	18	-1.682	-1.682	ADP
ajfsoa-336	104	1	-1	-1	SYM
ajfsoa-336	104	2	0	0	PUNCT
ajfsoa-336	105	1	+1	+1	NOUN
ajfsoa-336	105	2	+1.682	+1.682	NOUN
ajfsoa-336	105	3	mg+2	mg+2	X
ajfsoa-336	105	4	x1	x1	NOUN
ajfsoa-336	105	5	35	35	NUM
ajfsoa-336	105	6	64	64	NUM
ajfsoa-336	105	7	107	107	NUM
ajfsoa-336	105	8	150	150	NUM
ajfsoa-336	105	9	179	179	NUM
ajfsoa-336	106	1	x2	x2	NOUN
ajfsoa-336	106	2	zn+2	zn+2	NUM
ajfsoa-336	106	3	0.24	0.24	NUM
ajfsoa-336	106	4	0.30	0.30	NUM
ajfsoa-336	106	5	0.39	0.39	NUM
ajfsoa-336	106	6	0.48	0.48	NUM
ajfsoa-336	106	7	0.54	0.54	NUM
ajfsoa-336	106	8	x3	x3	PROPN
ajfsoa-336	106	9	ca+2	ca+2	PROPN
ajfsoa-336	106	10	14.31	14.31	NUM
ajfsoa-336	106	11	30	30	NUM
ajfsoa-336	106	12	53	53	NUM
ajfsoa-336	106	13	76	76	NUM
ajfsoa-336	106	14	91.69	91.69	NUM
ajfsoa-336	106	15	table	table	NOUN
ajfsoa-336	106	16	2	2	NUM
ajfsoa-336	106	17	.	.	PUNCT
ajfsoa-336	106	18	effect	effect	NOUN
ajfsoa-336	106	19	of	of	ADP
ajfsoa-336	106	20	the	the	DET
ajfsoa-336	106	21	independent	independent	ADJ
ajfsoa-336	106	22	variables	variable	NOUN
ajfsoa-336	106	23	(	(	PUNCT
ajfsoa-336	106	24	x1	x1	PROPN
ajfsoa-336	106	25	,	,	PUNCT
ajfsoa-336	106	26	x2	x2	PROPN
ajfsoa-336	106	27	and	and	CCONJ
ajfsoa-336	106	28	x3	x3	ADJ
ajfsoa-336	106	29	)	)	PUNCT
ajfsoa-336	106	30	on	on	ADP
ajfsoa-336	106	31	the	the	DET
ajfsoa-336	106	32	ethanol	ethanol	NOUN
ajfsoa-336	106	33	of	of	ADP
ajfsoa-336	106	34	the	the	DET
ajfsoa-336	106	35	fermenting	ferment	VERB
ajfsoa-336	106	36	hydrolyzates	hydrolyzate	NOUN
ajfsoa-336	106	37	during	during	ADP
ajfsoa-336	106	38	fermentation	fermentation	NOUN
ajfsoa-336	106	39	.	.	PUNCT
ajfsoa-336	107	1	variables	variable	NOUN
ajfsoa-336	107	2	responses	response	NOUN
ajfsoa-336	107	3	(	(	PUNCT
ajfsoa-336	107	4	alcohol	alcohol	NOUN
ajfsoa-336	107	5	%	%	NOUN
ajfsoa-336	107	6	v	v	NOUN
ajfsoa-336	107	7	/	/	SYM
ajfsoa-336	107	8	v	v	NOUN
ajfsoa-336	107	9	)	)	PUNCT
ajfsoa-336	107	10	s	s	NOUN
ajfsoa-336	107	11	/	/	SYM
ajfsoa-336	107	12	n	n	PRON
ajfsoa-336	107	13	period	period	NOUN
ajfsoa-336	107	14	of	of	ADP
ajfsoa-336	107	15	fermentation	fermentation	NOUN
ajfsoa-336	107	16	(	(	PUNCT
ajfsoa-336	107	17	h	h	NOUN
ajfsoa-336	107	18	)	)	PUNCT
ajfsoa-336	107	19	x1	x1	NOUN
ajfsoa-336	108	1	x2	x2	INTJ
ajfsoa-336	108	2	x3	x3	ADJ
ajfsoa-336	108	3	mg	mg	PROPN
ajfsoa-336	109	1	zn	zn	PROPN
ajfsoa-336	109	2	ca	ca	NOUN
ajfsoa-336	109	3	0	0	NUM
ajfsoa-336	109	4	24	24	NUM
ajfsoa-336	109	5	48	48	NUM
ajfsoa-336	109	6	72	72	NUM
ajfsoa-336	109	7	96	96	NUM
ajfsoa-336	109	8	120	120	NUM
ajfsoa-336	109	9	1	1	NUM
ajfsoa-336	109	10	64	64	NUM
ajfsoa-336	109	11	0.30	0.30	NUM
ajfsoa-336	109	12	30	30	NUM
ajfsoa-336	109	13	0.17	0.17	NUM
ajfsoa-336	109	14	5.81	5.81	NUM
ajfsoa-336	109	15	9.66	9.66	NUM
ajfsoa-336	109	16	11.11	11.11	NUM
ajfsoa-336	109	17	11.08	11.08	NUM
ajfsoa-336	109	18	2	2	NUM
ajfsoa-336	109	19	64	64	NUM
ajfsoa-336	109	20	0.30	0.30	NUM
ajfsoa-336	109	21	76	76	NUM
ajfsoa-336	109	22	0.13	0.13	NUM
ajfsoa-336	109	23	5.30	5.30	NUM
ajfsoa-336	109	24	10.58	10.58	NUM
ajfsoa-336	109	25	12.26	12.26	NUM
ajfsoa-336	109	26	12.23	12.23	NUM
ajfsoa-336	109	27	3	3	NUM
ajfsoa-336	109	28	64	64	NUM
ajfsoa-336	109	29	0.48	0.48	NUM
ajfsoa-336	109	30	30	30	NUM
ajfsoa-336	109	31	0.17	0.17	NUM
ajfsoa-336	109	32	6.04	6.04	NUM
ajfsoa-336	109	33	11.03	11.03	NUM
ajfsoa-336	109	34	12.50	12.50	NUM
ajfsoa-336	109	35	12.53	12.53	NUM
ajfsoa-336	109	36	12.33	12.33	NUM
ajfsoa-336	109	37	4	4	NUM
ajfsoa-336	109	38	64	64	NUM
ajfsoa-336	109	39	0.48	0.48	NUM
ajfsoa-336	109	40	76	76	NUM
ajfsoa-336	109	41	0.17	0.17	NUM
ajfsoa-336	109	42	6.20	6.20	NUM
ajfsoa-336	109	43	8.14	8.14	NUM
ajfsoa-336	109	44	8.72	8.72	NUM
ajfsoa-336	109	45	9.21	9.21	NUM
ajfsoa-336	109	46	9.19	9.19	NUM
ajfsoa-336	109	47	5	5	NUM
ajfsoa-336	109	48	150	150	NUM
ajfsoa-336	109	49	0.30	0.30	NUM
ajfsoa-336	109	50	30	30	NUM
ajfsoa-336	109	51	0.18	0.18	NUM
ajfsoa-336	109	52	5.70	5.70	NUM
ajfsoa-336	109	53	10.74	10.74	NUM
ajfsoa-336	109	54	12.45	12.45	NUM
ajfsoa-336	109	55	12.44	12.44	NUM
ajfsoa-336	109	56	6	6	NUM
ajfsoa-336	109	57	150	150	NUM
ajfsoa-336	109	58	0.30	0.30	NUM
ajfsoa-336	109	59	76	76	NUM
ajfsoa-336	109	60	0.19	0.19	NUM
ajfsoa-336	109	61	6.77	6.77	NUM
ajfsoa-336	109	62	11.91	11.91	NUM
ajfsoa-336	109	63	12.38	12.38	NUM
ajfsoa-336	109	64	12.33	12.33	NUM
ajfsoa-336	109	65	7	7	NUM
ajfsoa-336	109	66	150	150	NUM
ajfsoa-336	109	67	0.48	0.48	NUM
ajfsoa-336	109	68	30	30	NUM
ajfsoa-336	109	69	0.19	0.19	NUM
ajfsoa-336	109	70	5.77	5.77	NUM
ajfsoa-336	109	71	11.33	11.33	NUM
ajfsoa-336	109	72	12.37	12.37	NUM
ajfsoa-336	109	73	12.33	12.33	NUM
ajfsoa-336	109	74	8	8	NUM
ajfsoa-336	109	75	150	150	NUM
ajfsoa-336	109	76	0.48	0.48	NUM
ajfsoa-336	109	77	76	76	NUM
ajfsoa-336	109	78	0.19	0.19	NUM
ajfsoa-336	109	79	5.22	5.22	NUM
ajfsoa-336	109	80	8.65	8.65	NUM
ajfsoa-336	109	81	11.43	11.43	NUM
ajfsoa-336	109	82	11.46	11.46	NUM
ajfsoa-336	109	83	11.42	11.42	NUM
ajfsoa-336	109	84	9	9	NUM
ajfsoa-336	109	85	179	179	NUM
ajfsoa-336	109	86	0.39	0.39	NUM
ajfsoa-336	109	87	53	53	NUM
ajfsoa-336	109	88	0.19	0.19	NUM
ajfsoa-336	109	89	6.02	6.02	NUM
ajfsoa-336	109	90	10.87	10.87	NUM
ajfsoa-336	109	91	12.26	12.26	NUM
ajfsoa-336	109	92	12.22	12.22	NUM
ajfsoa-336	109	93	10	10	NUM
ajfsoa-336	109	94	35	35	NUM
ajfsoa-336	109	95	0.39	0.39	NUM
ajfsoa-336	109	96	53	53	NUM
ajfsoa-336	109	97	0.13	0.13	NUM
ajfsoa-336	109	98	6.23	6.23	NUM
ajfsoa-336	109	99	11.00	11.00	NUM
ajfsoa-336	109	100	11.10	11.10	NUM
ajfsoa-336	109	101	11.14	11.14	NUM
ajfsoa-336	109	102	11.03	11.03	NUM
ajfsoa-336	109	103	11	11	NUM
ajfsoa-336	109	104	107	107	NUM
ajfsoa-336	109	105	0.54	0.54	NUM
ajfsoa-336	109	106	53	53	NUM
ajfsoa-336	109	107	0.18	0.18	NUM
ajfsoa-336	109	108	6.09	6.09	NUM
ajfsoa-336	109	109	11.01	11.01	NUM
ajfsoa-336	109	110	12.34	12.34	NUM
ajfsoa-336	109	111	12.36	12.36	NUM
ajfsoa-336	109	112	12.20	12.20	NUM
ajfsoa-336	109	113	12	12	NUM
ajfsoa-336	109	114	107	107	NUM
ajfsoa-336	109	115	0.24	0.24	NUM
ajfsoa-336	109	116	53	53	NUM
ajfsoa-336	109	117	0.12	0.12	NUM
ajfsoa-336	109	118	5.99	5.99	NUM
ajfsoa-336	109	119	10.09	10.09	NUM
ajfsoa-336	109	120	10.23	10.23	NUM
ajfsoa-336	109	121	10.35	10.35	NUM
ajfsoa-336	109	122	10.11	10.11	NUM
ajfsoa-336	109	123	13	13	NUM
ajfsoa-336	109	124	107	107	NUM
ajfsoa-336	109	125	0.39	0.39	NUM
ajfsoa-336	109	126	91.69	91.69	NUM
ajfsoa-336	109	127	0.15	0.15	NUM
ajfsoa-336	109	128	6.78	6.78	NUM
ajfsoa-336	109	129	10.57	10.57	NUM
ajfsoa-336	109	130	11.02	11.02	NUM
ajfsoa-336	109	131	11.08	11.08	NUM
ajfsoa-336	109	132	10.98	10.98	NUM
ajfsoa-336	109	133	14	14	NUM
ajfsoa-336	109	134	107	107	NUM
ajfsoa-336	109	135	0.39	0.39	NUM
ajfsoa-336	109	136	14.31	14.31	NUM
ajfsoa-336	109	137	0.13	0.13	NUM
ajfsoa-336	109	138	5.72	5.72	NUM
ajfsoa-336	109	139	9.75	9.75	NUM
ajfsoa-336	109	140	9.98	9.98	NUM
ajfsoa-336	109	141	9.92	9.92	NUM
ajfsoa-336	109	142	9.82	9.82	NUM
ajfsoa-336	109	143	15	15	NUM
ajfsoa-336	109	144	107	107	NUM
ajfsoa-336	109	145	0.39	0.39	NUM
ajfsoa-336	109	146	53	53	NUM
ajfsoa-336	109	147	0.19	0.19	NUM
ajfsoa-336	109	148	6.45	6.45	NUM
ajfsoa-336	109	149	10.33	10.33	NUM
ajfsoa-336	109	150	10.97	10.97	NUM
ajfsoa-336	109	151	11.01	11.01	NUM
ajfsoa-336	109	152	10.96	10.96	NUM
ajfsoa-336	109	153	16	16	NUM
ajfsoa-336	109	154	107	107	NUM
ajfsoa-336	109	155	0.39	0.39	NUM
ajfsoa-336	109	156	53	53	NUM
ajfsoa-336	109	157	0.15	0.15	NUM
ajfsoa-336	109	158	6.28	6.28	NUM
ajfsoa-336	109	159	10.27	10.27	NUM
ajfsoa-336	109	160	11.00	11.00	NUM
ajfsoa-336	109	161	10.94	10.94	NUM
ajfsoa-336	109	162	17	17	NUM
ajfsoa-336	109	163	107	107	NUM
ajfsoa-336	109	164	0.39	0.39	NUM
ajfsoa-336	109	165	53	53	NUM
ajfsoa-336	109	166	0.18	0.18	NUM
ajfsoa-336	109	167	6.02	6.02	NUM
ajfsoa-336	109	168	10.29	10.29	NUM
ajfsoa-336	109	169	11.01	11.01	NUM
ajfsoa-336	109	170	11.02	11.02	NUM
ajfsoa-336	109	171	10.94	10.94	NUM
ajfsoa-336	109	172	18	18	NUM
ajfsoa-336	109	173	107	107	NUM
ajfsoa-336	109	174	0.39	0.39	NUM
ajfsoa-336	109	175	53	53	NUM
ajfsoa-336	109	176	0.18	0.18	NUM
ajfsoa-336	109	177	6.04	6.04	NUM
ajfsoa-336	109	178	10.31	10.31	NUM
ajfsoa-336	109	179	11.01	11.01	NUM
ajfsoa-336	109	180	10.98	10.98	NUM
ajfsoa-336	109	181	19	19	NUM
ajfsoa-336	109	182	107	107	NUM
ajfsoa-336	109	183	0.39	0.39	NUM
ajfsoa-336	109	184	53	53	NUM
ajfsoa-336	109	185	0.18	0.18	NUM
ajfsoa-336	109	186	6.12	6.12	NUM
ajfsoa-336	109	187	10.30	10.30	NUM
ajfsoa-336	109	188	11.01	11.01	NUM
ajfsoa-336	109	189	10.97	10.97	NUM
ajfsoa-336	109	190	20	20	NUM
ajfsoa-336	109	191	107	107	NUM
ajfsoa-336	109	192	0.39	0.39	NUM
ajfsoa-336	109	193	53	53	NUM
ajfsoa-336	109	194	0.19	0.19	NUM
ajfsoa-336	109	195	6.20	6.20	NUM
ajfsoa-336	109	196	10.30	10.30	NUM
ajfsoa-336	109	197	11.02	11.02	NUM
ajfsoa-336	109	198	10.98	10.98	NUM
ajfsoa-336	109	199	control	control	NOUN
ajfsoa-336	109	200	0.04	0.04	NUM
ajfsoa-336	109	201	4.82	4.82	NUM
ajfsoa-336	109	202	7.88	7.88	NUM
ajfsoa-336	109	203	9.74	9.74	NUM
ajfsoa-336	109	204	10.07	10.07	NUM
ajfsoa-336	109	205	10.06	10.06	NUM
ajfsoa-336	109	206	control	control	NOUN
ajfsoa-336	109	207	:	:	PUNCT
ajfsoa-336	109	208	cassava	cassava	NOUN
ajfsoa-336	109	209	starch	starch	NOUN
ajfsoa-336	109	210	hydrolyzate	hydrolyzate	NOUN
ajfsoa-336	109	211	medium	medium	NOUN
ajfsoa-336	109	212	containing	contain	VERB
ajfsoa-336	109	213	immobilized	immobilize	VERB
ajfsoa-336	109	214	saccharomyces	saccharomyce	NOUN
ajfsoa-336	109	215	pastorianus	pastorianus	ADV
ajfsoa-336	109	216	without	without	ADP
ajfsoa-336	109	217	divalent	divalent	ADJ
ajfsoa-336	109	218	cations	cation	NOUN
ajfsoa-336	109	219	.	.	PUNCT
ajfsoa-336	110	1	increased	increase	VERB
ajfsoa-336	110	2	with	with	ADP
ajfsoa-336	110	3	high	high	ADJ
ajfsoa-336	110	4	concentrations	concentration	NOUN
ajfsoa-336	110	5	of	of	ADP
ajfsoa-336	110	6	zn	zn	PROPN
ajfsoa-336	110	7	2	2	NUM
ajfsoa-336	110	8	+	+	CCONJ
ajfsoa-336	110	9	(	(	PUNCT
ajfsoa-336	110	10	0.30	0.30	NUM
ajfsoa-336	110	11	-	-	SYM
ajfsoa-336	110	12	0.48	0.48	NUM
ajfsoa-336	110	13	mg	mg	PROPN
ajfsoa-336	110	14	/	/	SYM
ajfsoa-336	110	15	l	l	NOUN
ajfsoa-336	110	16	)	)	PUNCT
ajfsoa-336	110	17	.	.	PUNCT
ajfsoa-336	111	1	similar	similar	ADJ
ajfsoa-336	111	2	results	result	NOUN
ajfsoa-336	111	3	have	have	AUX
ajfsoa-336	111	4	been	be	AUX
ajfsoa-336	111	5	reported	report	VERB
ajfsoa-336	111	6	by	by	ADP
ajfsoa-336	111	7	densky	densky	PROPN
ajfsoa-336	111	8	et	et	PROPN
ajfsoa-336	111	9	al	al	PROPN
ajfsoa-336	111	10	.	.	PROPN
ajfsoa-336	112	1	(	(	PUNCT
ajfsoa-336	112	2	1966	1966	NUM
ajfsoa-336	112	3	)	)	PUNCT
ajfsoa-336	112	4	in	in	ADP
ajfsoa-336	112	5	brewing	brewing	NOUN
ajfsoa-336	112	6	wort	wort	NOUN
ajfsoa-336	112	7	using	use	VERB
ajfsoa-336	112	8	ale	ale	NOUN
ajfsoa-336	112	9	yeast	yeast	NOUN
ajfsoa-336	112	10	showed	show	VERB
ajfsoa-336	112	11	stimulating	stimulating	ADJ
ajfsoa-336	112	12	effect	effect	NOUN
ajfsoa-336	112	13	of	of	ADP
ajfsoa-336	112	14	zn	zn	PROPN
ajfsoa-336	112	15	2	2	NUM
ajfsoa-336	112	16	+	+	NUM
ajfsoa-336	112	17	at	at	ADP
ajfsoa-336	112	18	levels	level	NOUN
ajfsoa-336	112	19	of	of	ADP
ajfsoa-336	112	20	0.1	0.1	NUM
ajfsoa-336	112	21	-	-	SYM
ajfsoa-336	112	22	1	1	NUM
ajfsoa-336	112	23	mg	mg	PROPN
ajfsoa-336	112	24	/	/	SYM
ajfsoa-336	112	25	l.	l.	PROPN
ajfsoa-336	112	26	desmartez	desmartez	PROPN
ajfsoa-336	112	27	(	(	PUNCT
ajfsoa-336	112	28	1993	1993	NUM
ajfsoa-336	112	29	)	)	PUNCT
ajfsoa-336	112	30	showed	show	VERB
ajfsoa-336	112	31	that	that	SCONJ
ajfsoa-336	112	32	0.45	0.45	NUM
ajfsoa-336	112	33	mg	mg	PROPN
ajfsoa-336	112	34	/	/	SYM
ajfsoa-336	112	35	l	l	NOUN
ajfsoa-336	112	36	concentration	concentration	NOUN
ajfsoa-336	112	37	of	of	ADP
ajfsoa-336	112	38	zn	zn	PROPN
ajfsoa-336	112	39	2	2	NUM
ajfsoa-336	112	40	+	+	CCONJ
ajfsoa-336	112	41	promoted	promote	VERB
ajfsoa-336	112	42	fermentation	fermentation	NOUN
ajfsoa-336	112	43	and	and	CCONJ
ajfsoa-336	112	44	consequently	consequently	ADV
ajfsoa-336	112	45	alcohol	alcohol	NOUN
ajfsoa-336	112	46	production	production	NOUN
ajfsoa-336	112	47	.	.	PUNCT
ajfsoa-336	113	1	ca	can	AUX
ajfsoa-336	113	2	2	2	NUM
ajfsoa-336	113	3	+	+	NOUN
ajfsoa-336	113	4	requirement	requirement	NOUN
ajfsoa-336	113	5	for	for	ADP
ajfsoa-336	113	6	yeast	yeast	NOUN
ajfsoa-336	113	7	growth	growth	NOUN
ajfsoa-336	113	8	,	,	PUNCT
ajfsoa-336	113	9	metabo	metabo	NOUN
ajfsoa-336	113	10	-	-	PUNCT
ajfsoa-336	113	11	lism	lism	NOUN
ajfsoa-336	113	12	and	and	CCONJ
ajfsoa-336	113	13	alcohol	alcohol	NOUN
ajfsoa-336	113	14	production	production	NOUN
ajfsoa-336	113	15	are	be	AUX
ajfsoa-336	113	16	low	low	ADJ
ajfsoa-336	113	17	(	(	PUNCT
ajfsoa-336	113	18	30	30	NUM
ajfsoa-336	113	19	-	-	SYM
ajfsoa-336	113	20	76	76	NUM
ajfsoa-336	113	21	mg	mg	PROPN
ajfsoa-336	113	22	/	/	SYM
ajfsoa-336	113	23	l	l	NOUN
ajfsoa-336	113	24	)	)	PUNCT
ajfsoa-336	113	25	.	.	PUNCT
ajfsoa-336	114	1	the	the	DET
ajfsoa-336	114	2	same	same	ADJ
ajfsoa-336	114	3	trends	trend	NOUN
ajfsoa-336	114	4	have	have	AUX
ajfsoa-336	114	5	been	be	AUX
ajfsoa-336	114	6	reported	report	VERB
ajfsoa-336	114	7	by	by	ADP
ajfsoa-336	114	8	walker	walker	PROPN
ajfsoa-336	114	9	(	(	PUNCT
ajfsoa-336	114	10	1994	1994	NUM
ajfsoa-336	114	11	)	)	PUNCT
ajfsoa-336	114	12	and	and	CCONJ
ajfsoa-336	114	13	youatt	youatt	PROPN
ajfsoa-336	114	14	(	(	PUNCT
ajfsoa-336	114	15	1993	1993	NUM
ajfsoa-336	114	16	)	)	PUNCT
ajfsoa-336	114	17	.	.	PUNCT
ajfsoa-336	115	1	minimum	minimum	NOUN
ajfsoa-336	115	2	alcohol	alcohol	NOUN
ajfsoa-336	115	3	production	production	NOUN
ajfsoa-336	115	4	was	be	AUX
ajfsoa-336	115	5	9.21%v	9.21%v	NUM
ajfsoa-336	115	6	/	/	SYM
ajfsoa-336	115	7	v	v	NOUN
ajfsoa-336	115	8	from	from	ADP
ajfsoa-336	115	9	64	64	NUM
ajfsoa-336	115	10	,	,	PUNCT
ajfsoa-336	115	11	0.48	0.48	NUM
ajfsoa-336	115	12	,	,	PUNCT
ajfsoa-336	115	13	76	76	NUM
ajfsoa-336	115	14	mg	mg	NUM
ajfsoa-336	115	15	/	/	SYM
ajfsoa-336	115	16	l	l	NOUN
ajfsoa-336	115	17	(	(	PUNCT
ajfsoa-336	115	18	mg	mg	PROPN
ajfsoa-336	115	19	2	2	NUM
ajfsoa-336	115	20	+	+	NUM
ajfsoa-336	115	21	,	,	PUNCT
ajfsoa-336	115	22	zn	zn	PROPN
ajfsoa-336	115	23	2	2	NUM
ajfsoa-336	115	24	+	+	NUM
ajfsoa-336	115	25	and	and	CCONJ
ajfsoa-336	115	26	ca	ca	NOUN
ajfsoa-336	115	27	2	2	NUM
ajfsoa-336	115	28	+	+	NUM
ajfsoa-336	115	29	)	)	PUNCT
ajfsoa-336	115	30	,	,	PUNCT
ajfsoa-336	115	31	respectively	respectively	ADV
ajfsoa-336	115	32	at	at	ADP
ajfsoa-336	115	33	96	96	NUM
ajfsoa-336	115	34	h	h	NOUN
ajfsoa-336	115	35	period	period	NOUN
ajfsoa-336	115	36	of	of	ADP
ajfsoa-336	115	37	fermentation	fermentation	NOUN
ajfsoa-336	115	38	.	.	PUNCT
ajfsoa-336	116	1	it	it	PRON
ajfsoa-336	116	2	was	be	AUX
ajfsoa-336	116	3	observed	observe	VERB
ajfsoa-336	116	4	that	that	SCONJ
ajfsoa-336	116	5	where	where	SCONJ
ajfsoa-336	116	6	ca	can	AUX
ajfsoa-336	116	7	2	2	NUM
ajfsoa-336	116	8	+	+	CCONJ
ajfsoa-336	116	9	was	be	AUX
ajfsoa-336	116	10	higher	high	ADJ
ajfsoa-336	116	11	than	than	ADP
ajfsoa-336	116	12	mg	mg	PROPN
ajfsoa-336	116	13	2	2	NUM
ajfsoa-336	116	14	+	+	NUM
ajfsoa-336	116	15	,	,	PUNCT
ajfsoa-336	116	16	ca	ca	PROPN
ajfsoa-336	116	17	2	2	NUM
ajfsoa-336	116	18	+	+	NUM
ajfsoa-336	116	19	exhibited	exhibit	VERB
ajfsoa-336	116	20	its	its	PRON
ajfsoa-336	116	21	inhibitory	inhibitory	ADJ
ajfsoa-336	116	22	/	/	SYM
ajfsoa-336	116	23	antagonistic	antagonistic	ADJ
ajfsoa-336	116	24	effect	effect	NOUN
ajfsoa-336	116	25	on	on	ADP
ajfsoa-336	116	26	mg	mg	PROPN
ajfsoa-336	116	27	2	2	NUM
ajfsoa-336	116	28	+	+	CCONJ
ajfsoa-336	116	29	,	,	PUNCT
ajfsoa-336	116	30	consequently	consequently	ADV
ajfsoa-336	116	31	,	,	PUNCT
ajfsoa-336	116	32	the	the	DET
ajfsoa-336	116	33	mg	mg	NOUN
ajfsoa-336	116	34	-	-	PUNCT
ajfsoa-336	116	35	dependent	dependent	ADJ
ajfsoa-336	116	36	processes	process	NOUN
ajfsoa-336	116	37	and	and	CCONJ
ajfsoa-336	116	38	yeast	yeast	NOUN
ajfsoa-336	116	39	growth	growth	NOUN
ajfsoa-336	116	40	(	(	PUNCT
ajfsoa-336	116	41	walker	walker	PROPN
ajfsoa-336	116	42	et	et	PROPN
ajfsoa-336	116	43	al	al	PROPN
ajfsoa-336	116	44	.	.	PROPN
ajfsoa-336	116	45	,	,	PUNCT
ajfsoa-336	116	46	1996	1996	NUM
ajfsoa-336	116	47	)	)	PUNCT
ajfsoa-336	116	48	.	.	PUNCT
ajfsoa-336	117	1	walker	walker	PROPN
ajfsoa-336	117	2	et	et	PROPN
ajfsoa-336	117	3	al	al	PROPN
ajfsoa-336	117	4	.	.	PROPN
ajfsoa-336	117	5	(	(	PUNCT
ajfsoa-336	117	6	1996	1996	NUM
ajfsoa-336	117	7	)	)	PUNCT
ajfsoa-336	117	8	showed	show	VERB
ajfsoa-336	117	9	that	that	SCONJ
ajfsoa-336	117	10	by	by	ADP
ajfsoa-336	117	11	altering	alter	VERB
ajfsoa-336	117	12	the	the	DET
ajfsoa-336	117	13	mg	mg	PROPN
ajfsoa-336	117	14	2	2	NUM
ajfsoa-336	117	15	+	+	NUM
ajfsoa-336	117	16	and	and	CCONJ
ajfsoa-336	117	17	ca	ca	NOUN
ajfsoa-336	117	18	2	2	NUM
ajfsoa-336	117	19	+	+	NUM
ajfsoa-336	117	20	ratio	ratio	NOUN
ajfsoa-336	117	21	in	in	ADP
ajfsoa-336	117	22	favour	favour	NOUN
ajfsoa-336	117	23	of	of	ADP
ajfsoa-336	117	24	mg	mg	PROPN
ajfsoa-336	117	25	2	2	NUM
ajfsoa-336	117	26	+	+	NUM
ajfsoa-336	117	27	,	,	PUNCT
ajfsoa-336	117	28	alcohol	alcohol	NOUN
ajfsoa-336	117	29	production	production	NOUN
ajfsoa-336	117	30	by	by	ADP
ajfsoa-336	117	31	yeast	yeast	NOUN
ajfsoa-336	117	32	increased	increase	VERB
ajfsoa-336	117	33	.	.	PUNCT
ajfsoa-336	118	1	however	however	ADV
ajfsoa-336	118	2	,	,	PUNCT
ajfsoa-336	118	3	it	it	PRON
ajfsoa-336	118	4	is	be	AUX
ajfsoa-336	118	5	interesting	interesting	ADJ
ajfsoa-336	118	6	to	to	PART
ajfsoa-336	118	7	note	note	VERB
ajfsoa-336	118	8	that	that	SCONJ
ajfsoa-336	118	9	the	the	DET
ajfsoa-336	118	10	main	main	ADJ
ajfsoa-336	118	11	effect	effect	NOUN
ajfsoa-336	118	12	of	of	ADP
ajfsoa-336	118	13	ca	ca	NOUN
ajfsoa-336	118	14	2	2	NUM
ajfsoa-336	118	15	+	+	CCONJ
ajfsoa-336	118	16	was	be	AUX
ajfsoa-336	118	17	not	not	PART
ajfsoa-336	118	18	significant	significant	ADJ
ajfsoa-336	118	19	for	for	ADP
ajfsoa-336	118	20	a	a	DET
ajfsoa-336	118	21	high	high	ADJ
ajfsoa-336	118	22	level	level	NOUN
ajfsoa-336	118	23	of	of	ADP
ajfsoa-336	118	24	mg	mg	PROPN
ajfsoa-336	118	25	2	2	NUM
ajfsoa-336	118	26	+	+	CCONJ
ajfsoa-336	118	27	in	in	ADP
ajfsoa-336	118	28	the	the	DET
ajfsoa-336	118	29	fermentation	fermentation	NOUN
ajfsoa-336	118	30	medium	medium	NOUN
ajfsoa-336	118	31	,	,	PUNCT
ajfsoa-336	118	32	which	which	PRON
ajfsoa-336	118	33	indicates	indicate	VERB
ajfsoa-336	118	34	that	that	SCONJ
ajfsoa-336	118	35	yeast	yeast	NOUN
ajfsoa-336	118	36	has	have	VERB
ajfsoa-336	118	37	a	a	DET
ajfsoa-336	118	38	higher	high	ADJ
ajfsoa-336	118	39	affinity	affinity	NOUN
ajfsoa-336	118	40	for	for	ADP
ajfsoa-336	118	41	mg	mg	PROPN
ajfsoa-336	118	42	2	2	NUM
ajfsoa-336	118	43	+	+	NUM
ajfsoa-336	118	44	than	than	ADP
ajfsoa-336	118	45	for	for	ADP
ajfsoa-336	118	46	ca	ca	NOUN
ajfsoa-336	118	47	2	2	NUM
ajfsoa-336	118	48	+	+	NUM
ajfsoa-336	118	49	.	.	PUNCT
ajfsoa-336	119	1	this	this	DET
ajfsoa-336	119	2	finding	finding	NOUN
ajfsoa-336	119	3	supports	support	VERB
ajfsoa-336	119	4	the	the	DET
ajfsoa-336	119	5	views	view	NOUN
ajfsoa-336	119	6	of	of	ADP
ajfsoa-336	119	7	walker	walker	PROPN
ajfsoa-336	119	8	et	et	PROPN
ajfsoa-336	119	9	al	al	PROPN
ajfsoa-336	119	10	.	.	PROPN
ajfsoa-336	120	1	(	(	PUNCT
ajfsoa-336	120	2	1996	1996	NUM
ajfsoa-336	120	3	)	)	PUNCT
ajfsoa-336	121	1	and	and	CCONJ
ajfsoa-336	121	2	chandrasena	chandrasena	VERB
ajfsoa-336	121	3	et	et	PROPN
ajfsoa-336	121	4	al	al	PROPN
ajfsoa-336	121	5	.	.	PROPN
ajfsoa-336	122	1	(	(	PUNCT
ajfsoa-336	122	2	1997	1997	NUM
ajfsoa-336	122	3	)	)	PUNCT
ajfsoa-336	122	4	.	.	PUNCT
ajfsoa-336	123	1	the	the	DET
ajfsoa-336	123	2	estimated	estimate	VERB
ajfsoa-336	123	3	regression	regression	NOUN
ajfsoa-336	123	4	coefficients	coefficient	NOUN
ajfsoa-336	123	5	for	for	ADP
ajfsoa-336	123	6	ethanol	ethanol	NOUN
ajfsoa-336	123	7	at	at	ADP
ajfsoa-336	123	8	0	0	NUM
ajfsoa-336	123	9	h	h	NOUN
ajfsoa-336	123	10	table	table	NOUN
ajfsoa-336	123	11	3	3	NUM
ajfsoa-336	123	12	.	.	PUNCT
ajfsoa-336	123	13	estimated	estimate	VERB
ajfsoa-336	123	14	regression	regression	NOUN
ajfsoa-336	123	15	coefficient	coefficient	NOUN
ajfsoa-336	123	16	for	for	ADP
ajfsoa-336	123	17	ethanol	ethanol	NOUN
ajfsoa-336	123	18	at	at	ADP
ajfsoa-336	123	19	0	0	NUM
ajfsoa-336	123	20	h	h	NOUN
ajfsoa-336	123	21	of	of	ADP
ajfsoa-336	123	22	fermentation	fermentation	NOUN
ajfsoa-336	123	23	using	use	VERB
ajfsoa-336	123	24	immobilized	immobilized	ADJ
ajfsoa-336	123	25	yeast	yeast	NOUN
ajfsoa-336	123	26	cells	cell	NOUN
ajfsoa-336	123	27	and	and	CCONJ
ajfsoa-336	123	28	the	the	DET
ajfsoa-336	123	29	variables	variable	NOUN
ajfsoa-336	123	30	(	(	PUNCT
ajfsoa-336	123	31	x1	x1	PROPN
ajfsoa-336	123	32	=	=	PUNCT
ajfsoa-336	123	33	mg	mg	PROPN
ajfsoa-336	123	34	2	2	NUM
ajfsoa-336	123	35	+	+	NUM
ajfsoa-336	123	36	,	,	PUNCT
ajfsoa-336	123	37	x2	x2	PROPN
ajfsoa-336	123	38	=	=	PUNCT
ajfsoa-336	123	39	zn	zn	PROPN
ajfsoa-336	123	40	2	2	NUM
ajfsoa-336	123	41	+	+	CCONJ
ajfsoa-336	123	42	,	,	PUNCT
ajfsoa-336	123	43	,	,	PUNCT
ajfsoa-336	123	44	x3	x3	NOUN
ajfsoa-336	123	45	=	=	PUNCT
ajfsoa-336	123	46	ca	ca	NOUN
ajfsoa-336	123	47	2	2	NUM
ajfsoa-336	123	48	+	+	NUM
ajfsoa-336	123	49	)	)	PUNCT
ajfsoa-336	123	50	.	.	PUNCT
ajfsoa-336	124	1	source	source	NOUN
ajfsoa-336	124	2	coefficient	coefficient	NOUN
ajfsoa-336	124	3	standard	standard	ADJ
ajfsoa-336	124	4	error	error	NOUN
ajfsoa-336	124	5	df	df	NOUN
ajfsoa-336	124	6	p	p	ADJ
ajfsoa-336	124	7	-	-	PUNCT
ajfsoa-336	124	8	value	value	NOUN
ajfsoa-336	124	9	regression	regression	NOUN
ajfsoa-336	124	10	on	on	ADP
ajfsoa-336	124	11	constant	constant	ADJ
ajfsoa-336	124	12	21.41241	21.41241	NUM
ajfsoa-336	124	13	1.55217	1.55217	NUM
ajfsoa-336	124	14	x1	x1	NUM
ajfsoa-336	124	15	0.00095	0.00095	NUM
ajfsoa-336	124	16	0.00998	0.00998	NUM
ajfsoa-336	124	17	1	1	NUM
ajfsoa-336	124	18	0.9262	0.9262	NUM
ajfsoa-336	124	19	x2	x2	NOUN
ajfsoa-336	124	20	-11.82806	-11.82806	PUNCT
ajfsoa-336	124	21	5.68796	5.68796	NUM
ajfsoa-336	124	22	1	1	NUM
ajfsoa-336	124	23	0.0643	0.0643	NUM
ajfsoa-336	124	24	x3	x3	ADJ
ajfsoa-336	124	25	0.01962	0.01962	NUM
ajfsoa-336	124	26	0.01834	0.01834	NUM
ajfsoa-336	124	27	1	1	NUM
ajfsoa-336	124	28	0.3098	0.3098	NUM
ajfsoa-336	124	29	x1x1	x1x1	PUNCT
ajfsoa-336	124	30	0.00001	0.00001	NUM
ajfsoa-336	124	31	0.00003	0.00003	NUM
ajfsoa-336	124	32	1	1	NUM
ajfsoa-336	124	33	0.6924	0.6924	NUM
ajfsoa-336	124	34	x1x2	x1x2	X
ajfsoa-336	124	35	-0.00323	-0.00323	NOUN
ajfsoa-336	124	36	0.01784	0.01784	NUM
ajfsoa-336	124	37	1	1	NUM
ajfsoa-336	124	38	0.8599	0.8599	NUM
ajfsoa-336	124	39	x1x3	x1x3	DET
ajfsoa-336	124	40	-0.00002	-0.00002	NOUN
ajfsoa-336	124	41	0.00007	0.00007	NUM
ajfsoa-336	124	42	1	1	NUM
ajfsoa-336	124	43	0.7780	0.7780	NUM
ajfsoa-336	124	44	x2x2	x2x2	PUNCT
ajfsoa-336	124	45	19.49185	19.49185	NUM
ajfsoa-336	124	46	6.44050	6.44050	NUM
ajfsoa-336	124	47	1	1	NUM
ajfsoa-336	124	48	0.0128	0.0128	NUM
ajfsoa-336	124	49	x2x3	x2x3	PUNCT
ajfsoa-336	124	50	-0.03382	-0.03382	VERB
ajfsoa-336	124	51	0.03335	0.03335	NUM
ajfsoa-336	124	52	1	1	NUM
ajfsoa-336	124	53	0.3346	0.3346	NUM
ajfsoa-336	124	54	x3x3	x3x3	NUM
ajfsoa-336	124	55	-0.00005	-0.00005	X
ajfsoa-336	124	56	0.00010	0.00010	NUM
ajfsoa-336	124	57	1	1	NUM
ajfsoa-336	124	58	0.6391	0.6391	NUM
ajfsoa-336	124	59	r	r	NOUN
ajfsoa-336	124	60	2	2	NUM
ajfsoa-336	124	61	0.6181	0.6181	NUM
ajfsoa-336	124	62	response	response	NOUN
ajfsoa-336	124	63	surface	surface	NOUN
ajfsoa-336	124	64	plot	plot	NOUN
ajfsoa-336	124	65	for	for	ADP
ajfsoa-336	124	66	ethanol	ethanol	NOUN
ajfsoa-336	124	67	at	at	ADP
ajfsoa-336	124	68	0	0	NUM
ajfsoa-336	124	69	h	h	NOUN
ajfsoa-336	124	70	using	use	VERB
ajfsoa-336	124	71	zn	zn	PROPN
ajfsoa-336	124	72	and	and	CCONJ
ajfsoa-336	124	73	ca	can	AUX
ajfsoa-336	124	74	as	as	ADV
ajfsoa-336	124	75	process	process	NOUN
ajfsoa-336	124	76	on	on	ADP
ajfsoa-336	124	77	ethanol	ethanol	NOUN
ajfsoa-336	124	78	.	.	PUNCT
ajfsoa-336	125	1	e	e	X
ajfsoa-336	125	2	=	=	NOUN
ajfsoa-336	125	3	21.41241	21.41241	NUM
ajfsoa-336	125	4	+	+	CCONJ
ajfsoa-336	125	5	19.49185	19.49185	NUM
ajfsoa-336	125	6	x2	x2	SYM
ajfsoa-336	125	7	2	2	NUM
ajfsoa-336	125	8	where	where	SCONJ
ajfsoa-336	125	9	e	e	NOUN
ajfsoa-336	125	10	=	=	NOUN
ajfsoa-336	125	11	ethanol	ethanol	NOUN
ajfsoa-336	125	12	;	;	PUNCT
ajfsoa-336	125	13	x2	x2	NOUN
ajfsoa-336	125	14	2	2	X
ajfsoa-336	125	15	=	=	NOUN
ajfsoa-336	125	16	quadratic	quadratic	ADJ
ajfsoa-336	125	17	order	order	NOUN
ajfsoa-336	125	18	conclusion	conclusion	NOUN
ajfsoa-336	125	19	in	in	ADP
ajfsoa-336	125	20	this	this	DET
ajfsoa-336	125	21	study	study	NOUN
ajfsoa-336	125	22	,	,	PUNCT
ajfsoa-336	125	23	the	the	DET
ajfsoa-336	125	24	response	response	NOUN
ajfsoa-336	125	25	surface	surface	NOUN
ajfsoa-336	125	26	methodology	methodology	NOUN
ajfsoa-336	125	27	was	be	AUX
ajfsoa-336	125	28	adopted	adopt	VERB
ajfsoa-336	125	29	in	in	ADP
ajfsoa-336	125	30	a	a	DET
ajfsoa-336	125	31	central	central	ADJ
ajfsoa-336	125	32	composite	composite	ADJ
ajfsoa-336	125	33	design	design	NOUN
ajfsoa-336	125	34	to	to	PART
ajfsoa-336	125	35	optimize	optimize	VERB
ajfsoa-336	125	36	ethanol	ethanol	NOUN
ajfsoa-336	125	37	production	production	NOUN
ajfsoa-336	125	38	from	from	ADP
ajfsoa-336	125	39	cassava	cassava	NOUN
ajfsoa-336	125	40	starch	starch	NOUN
ajfsoa-336	125	41	hydrolysate	hydrolysate	NOUN
ajfsoa-336	125	42	medium	medium	NOUN
ajfsoa-336	125	43	.	.	PUNCT
ajfsoa-336	126	1	s.	s.	PROPN
ajfsoa-336	126	2	pastorianus	pastorianus	PROPN
ajfsoa-336	126	3	used	use	VERB
ajfsoa-336	126	4	for	for	ADP
ajfsoa-336	126	5	the	the	DET
ajfsoa-336	126	6	120	120	NUM
ajfsoa-336	126	7	h	h	NOUN
ajfsoa-336	126	8	fermentation	fermentation	NOUN
ajfsoa-336	126	9	was	be	AUX
ajfsoa-336	126	10	immobilized	immobilize	VERB
ajfsoa-336	126	11	by	by	ADP
ajfsoa-336	126	12	entrapment	entrapment	NOUN
ajfsoa-336	126	13	in	in	ADP
ajfsoa-336	126	14	calcium	calcium	NOUN
ajfsoa-336	126	15	alginate	alginate	NOUN
ajfsoa-336	126	16	gel	gel	NOUN
ajfsoa-336	126	17	.	.	PUNCT
ajfsoa-336	127	1	effects	effect	NOUN
ajfsoa-336	127	2	of	of	ADP
ajfsoa-336	127	3	three	three	NUM
ajfsoa-336	127	4	divalent	divalent	ADJ
ajfsoa-336	127	5	cation	cation	NOUN
ajfsoa-336	127	6	(	(	PUNCT
ajfsoa-336	127	7	mg	mg	PROPN
ajfsoa-336	127	8	2	2	NUM
ajfsoa-336	127	9	+	+	NUM
ajfsoa-336	127	10	,	,	PUNCT
ajfsoa-336	127	11	zn	zn	PROPN
ajfsoa-336	127	12	2	2	NUM
ajfsoa-336	127	13	+	+	NUM
ajfsoa-336	127	14	and	and	CCONJ
ajfsoa-336	127	15	ca	ca	NOUN
ajfsoa-336	127	16	2	2	NUM
ajfsoa-336	127	17	+	+	CCONJ
ajfsoa-336	127	18	)	)	PUNCT
ajfsoa-336	127	19	combinations	combination	NOUN
ajfsoa-336	127	20	on	on	ADP
ajfsoa-336	127	21	ethanol	ethanol	NOUN
ajfsoa-336	127	22	production	production	NOUN
ajfsoa-336	127	23	were	be	AUX
ajfsoa-336	127	24	investigated	investigate	VERB
ajfsoa-336	127	25	at	at	ADP
ajfsoa-336	127	26	five	five	NUM
ajfsoa-336	127	27	variable	variable	ADJ
ajfsoa-336	127	28	(	(	PUNCT
ajfsoa-336	127	29	2	2	NUM
ajfsoa-336	127	30	)	)	PUNCT
ajfsoa-336	127	31	levels	level	NOUN
ajfsoa-336	127	32	in	in	ADP
ajfsoa-336	127	33	20	20	NUM
ajfsoa-336	127	34	experimental	experimental	ADJ
ajfsoa-336	127	35	runs	run	NOUN
ajfsoa-336	127	36	in	in	ADP
ajfsoa-336	127	37	accordance	accordance	NOUN
ajfsoa-336	127	38	with	with	ADP
ajfsoa-336	127	39	the	the	DET
ajfsoa-336	127	40	effect	effect	NOUN
ajfsoa-336	127	41	of	of	ADP
ajfsoa-336	127	42	zn	zn	PROPN
ajfsoa-336	127	43	2	2	NUM
ajfsoa-336	127	44	+	+	CCONJ
ajfsoa-336	127	45	experimental	experimental	ADJ
ajfsoa-336	127	46	design	design	NOUN
ajfsoa-336	127	47	.	.	PUNCT
ajfsoa-336	128	1	maximum	maximum	ADJ
ajfsoa-336	128	2	ethanol	ethanol	NOUN
ajfsoa-336	128	3	yield	yield	NOUN
ajfsoa-336	128	4	of	of	ADP
ajfsoa-336	128	5	12.53	12.53	NUM
ajfsoa-336	128	6	%	%	NOUN
ajfsoa-336	128	7	v	v	NOUN
ajfsoa-336	128	8	/	/	SYM
ajfsoa-336	128	9	v	v	NOUN
ajfsoa-336	128	10	was	be	AUX
ajfsoa-336	128	11	produced	produce	VERB
ajfsoa-336	128	12	in	in	ADP
ajfsoa-336	128	13	the	the	DET
ajfsoa-336	128	14	96	96	NUM
ajfsoa-336	128	15	h	h	NOUN
ajfsoa-336	128	16	of	of	ADP
ajfsoa-336	128	17	fermentation	fermentation	NOUN
ajfsoa-336	128	18	when	when	SCONJ
ajfsoa-336	128	19	the	the	DET
ajfsoa-336	128	20	variables	variable	NOUN
ajfsoa-336	128	21	.	.	PUNCT
ajfsoa-336	129	1	fermentation	fermentation	NOUN
ajfsoa-336	129	2	are	be	AUX
ajfsoa-336	129	3	shown	show	VERB
ajfsoa-336	129	4	in	in	ADP
ajfsoa-336	129	5	table	table	NOUN
ajfsoa-336	129	6	3	3	NUM
ajfsoa-336	129	7	.	.	PUNCT
ajfsoa-336	130	1	there	there	PRON
ajfsoa-336	130	2	was	be	VERB
ajfsoa-336	130	3	a	a	DET
ajfsoa-336	130	4	significant	significant	ADJ
ajfsoa-336	130	5	(	(	PUNCT
ajfsoa-336	130	6	p	p	NOUN
ajfsoa-336	130	7	0.05	0.05	NUM
ajfsoa-336	130	8	)	)	PUNCT
ajfsoa-336	130	9	quadratic	quadratic	ADJ
ajfsoa-336	130	10	effect	effect	NOUN
ajfsoa-336	130	11	of	of	ADP
ajfsoa-336	130	12	zn	zn	PROPN
ajfsoa-336	130	13	2	2	NUM
ajfsoa-336	130	14	+	+	CCONJ
ajfsoa-336	130	15	(	(	PUNCT
ajfsoa-336	130	16	x2	x2	PROPN
ajfsoa-336	130	17	)	)	PUNCT
ajfsoa-336	130	18	on	on	ADP
ajfsoa-336	130	19	the	the	DET
ajfsoa-336	130	20	alcohol	alcohol	NOUN
ajfsoa-336	130	21	production	production	NOUN
ajfsoa-336	130	22	.	.	PUNCT
ajfsoa-336	131	1	zn	zn	PROPN
ajfsoa-336	131	2	2	2	NUM
ajfsoa-336	132	1	+	+	CCONJ
ajfsoa-336	132	2	is	be	AUX
ajfsoa-336	132	3	essential	essential	ADJ
ajfsoa-336	132	4	for	for	ADP
ajfsoa-336	132	5	yeast	yeast	NOUN
ajfsoa-336	132	6	growth	growth	NOUN
ajfsoa-336	132	7	and	and	CCONJ
ajfsoa-336	132	8	fermentative	fermentative	ADJ
ajfsoa-336	132	9	metabolism	metabolism	NOUN
ajfsoa-336	132	10	.	.	PUNCT
ajfsoa-336	133	1	the	the	DET
ajfsoa-336	133	2	same	same	ADJ
ajfsoa-336	133	3	has	have	AUX
ajfsoa-336	133	4	been	be	AUX
ajfsoa-336	133	5	reported	report	VERB
ajfsoa-336	133	6	by	by	ADP
ajfsoa-336	133	7	chandrasena	chandrasena	PROPN
ajfsoa-336	133	8	et	et	PROPN
ajfsoa-336	133	9	al	al	PROPN
ajfsoa-336	133	10	.	.	PROPN
ajfsoa-336	134	1	(	(	PUNCT
ajfsoa-336	134	2	1997	1997	NUM
ajfsoa-336	134	3	)	)	PUNCT
ajfsoa-336	134	4	and	and	CCONJ
ajfsoa-336	134	5	walker	walker	PROPN
ajfsoa-336	134	6	et	et	PROPN
ajfsoa-336	134	7	al	al	PROPN
ajfsoa-336	134	8	.	.	PROPN
ajfsoa-336	135	1	(	(	PUNCT
ajfsoa-336	135	2	2006	2006	NUM
ajfsoa-336	135	3	)	)	PUNCT
ajfsoa-336	135	4	.	.	PUNCT
ajfsoa-336	136	1	the	the	DET
ajfsoa-336	136	2	response	response	NOUN
ajfsoa-336	136	3	surface	surface	NOUN
ajfsoa-336	136	4	plot	plot	NOUN
ajfsoa-336	136	5	(	(	PUNCT
ajfsoa-336	136	6	figure	figure	NOUN
ajfsoa-336	136	7	2	2	NUM
ajfsoa-336	136	8	)	)	PUNCT
ajfsoa-336	136	9	of	of	ADP
ajfsoa-336	136	10	the	the	DET
ajfsoa-336	136	11	interaction	interaction	NOUN
ajfsoa-336	136	12	between	between	ADP
ajfsoa-336	136	13	zn	zn	PROPN
ajfsoa-336	136	14	2	2	NUM
ajfsoa-336	136	15	+	+	NUM
ajfsoa-336	136	16	and	and	CCONJ
ajfsoa-336	136	17	ca	ca	NOUN
ajfsoa-336	136	18	2	2	NUM
ajfsoa-336	136	19	+	+	CCONJ
ajfsoa-336	136	20	confirms	confirm	VERB
ajfsoa-336	136	21	the	the	DET
ajfsoa-336	136	22	quadratic	quadratic	ADJ
ajfsoa-336	136	23	effect	effect	NOUN
ajfsoa-336	136	24	of	of	ADP
ajfsoa-336	136	25	zn	zn	PROPN
ajfsoa-336	136	26	2	2	NUM
ajfsoa-336	136	27	+	+	CCONJ
ajfsoa-336	136	28	on	on	ADP
ajfsoa-336	136	29	ethanol	ethanol	NOUN
ajfsoa-336	136	30	yield	yield	NOUN
ajfsoa-336	136	31	.	.	PUNCT
ajfsoa-336	137	1	the	the	DET
ajfsoa-336	137	2	multiple	multiple	ADJ
ajfsoa-336	137	3	regression	regression	NOUN
ajfsoa-336	137	4	model	model	NOUN
ajfsoa-336	137	5	developed	develop	VERB
ajfsoa-336	137	6	from	from	ADP
ajfsoa-336	137	7	the	the	DET
ajfsoa-336	137	8	data	datum	NOUN
ajfsoa-336	137	9	explained	explain	VERB
ajfsoa-336	137	10	a	a	DET
ajfsoa-336	137	11	variation	variation	NOUN
ajfsoa-336	137	12	of	of	ADP
ajfsoa-336	137	13	61.81	61.81	NUM
ajfsoa-336	137	14	%	%	NOUN
ajfsoa-336	137	15	at	at	ADP
ajfsoa-336	137	16	this	this	DET
ajfsoa-336	137	17	period	period	NOUN
ajfsoa-336	137	18	,	,	PUNCT
ajfsoa-336	137	19	and	and	CCONJ
ajfsoa-336	137	20	the	the	DET
ajfsoa-336	137	21	resultant	resultant	NOUN
ajfsoa-336	137	22	polynomial	polynomial	NOUN
ajfsoa-336	137	23	after	after	ADP
ajfsoa-336	137	24	removing	remove	VERB
ajfsoa-336	137	25	the	the	DET
ajfsoa-336	137	26	insignificant	insignificant	ADJ
ajfsoa-336	137	27	(	(	PUNCT
ajfsoa-336	137	28	p>0.05	p>0.05	NOUN
ajfsoa-336	137	29	)	)	PUNCT
ajfsoa-336	137	30	terms	term	NOUN
ajfsoa-336	137	31	becomes	become	VERB
ajfsoa-336	137	32	:	:	PUNCT
ajfsoa-336	137	33	figure	figure	NOUN
ajfsoa-336	137	34	2	2	NUM
ajfsoa-336	137	35	.	.	PUNCT
ajfsoa-336	137	36	divalent	divalent	ADJ
ajfsoa-336	137	37	cationic	cationic	ADJ
ajfsoa-336	137	38	combination	combination	NOUN
ajfsoa-336	137	39	was	be	AUX
ajfsoa-336	137	40	64	64	NUM
ajfsoa-336	137	41	,	,	PUNCT
ajfsoa-336	137	42	0.48	0.48	NUM
ajfsoa-336	137	43	and	and	CCONJ
ajfsoa-336	137	44	30	30	NUM
ajfsoa-336	137	45	mg	mg	NUM
ajfsoa-336	137	46	/	/	SYM
ajfsoa-336	137	47	l	l	NOUN
ajfsoa-336	138	1	(	(	PUNCT
ajfsoa-336	138	2	mg	mg	PROPN
ajfsoa-336	138	3	2	2	NUM
ajfsoa-336	138	4	+	+	NUM
ajfsoa-336	138	5	,	,	PUNCT
ajfsoa-336	138	6	zn	zn	PROPN
ajfsoa-336	138	7	2	2	NUM
ajfsoa-336	138	8	+	+	NUM
ajfsoa-336	138	9	and	and	CCONJ
ajfsoa-336	138	10	ca	ca	NOUN
ajfsoa-336	138	11	2	2	NUM
ajfsoa-336	138	12	+	+	NUM
ajfsoa-336	138	13	)	)	PUNCT
ajfsoa-336	138	14	,	,	PUNCT
ajfsoa-336	138	15	respectively	respectively	ADV
ajfsoa-336	138	16	.	.	PUNCT
ajfsoa-336	139	1	effect	effect	NOUN
ajfsoa-336	139	2	of	of	ADP
ajfsoa-336	139	3	zn	zn	PROPN
ajfsoa-336	139	4	2	2	NUM
ajfsoa-336	139	5	+	+	CCONJ
ajfsoa-336	139	6	on	on	ADP
ajfsoa-336	139	7	the	the	DET
ajfsoa-336	139	8	ethanol	ethanol	NOUN
ajfsoa-336	139	9	production	production	NOUN
ajfsoa-336	139	10	was	be	AUX
ajfsoa-336	139	11	quadratically	quadratically	ADV
ajfsoa-336	139	12	significant	significant	ADJ
ajfsoa-336	139	13	(	(	PUNCT
ajfsoa-336	139	14	p	p	NOUN
ajfsoa-336	139	15	0.05	0.05	NUM
ajfsoa-336	139	16	)	)	PUNCT
ajfsoa-336	139	17	.	.	PUNCT
ajfsoa-336	140	1	references	reference	NOUN
ajfsoa-336	140	2	alais	alais	PROPN
ajfsoa-336	140	3	c	c	PROPN
ajfsoa-336	140	4	,	,	PUNCT
ajfsoa-336	140	5	linden	linden	PROPN
ajfsoa-336	140	6	g	g	PROPN
ajfsoa-336	140	7	(	(	PUNCT
ajfsoa-336	140	8	1999	1999	NUM
ajfsoa-336	140	9	)	)	PUNCT
ajfsoa-336	140	10	.	.	PUNCT
ajfsoa-336	141	1	food	food	NOUN
ajfsoa-336	141	2	biochemistry	biochemistry	NOUN
ajfsoa-336	141	3	,	,	PUNCT
ajfsoa-336	141	4	aspen	aspen	PROPN
ajfsoa-336	141	5	publishers	publishers	PROPN
ajfsoa-336	141	6	inc	inc	PROPN
ajfsoa-336	141	7	.	.	PROPN
ajfsoa-336	141	8	coaistherburg	coaistherburg	PROPN
ajfsoa-336	141	9	maryland	maryland	PROPN
ajfsoa-336	142	1	p.	p.	NOUN
ajfsoa-336	142	2	4	4	NUM
ajfsoa-336	142	3	.	.	PUNCT
ajfsoa-336	142	4	ambati	ambati	PROPN
ajfsoa-336	142	5	p	p	PROPN
ajfsoa-336	142	6	,	,	PUNCT
ajfsoa-336	142	7	ayyanna	ayyanna	PROPN
ajfsoa-336	142	8	c	c	PROPN
ajfsoa-336	142	9	(	(	PUNCT
ajfsoa-336	142	10	2001	2001	NUM
ajfsoa-336	142	11	)	)	PUNCT
ajfsoa-336	142	12	.	.	PUNCT
ajfsoa-336	143	1	optimizing	optimize	VERB
ajfsoa-336	143	2	medium	medium	ADJ
ajfsoa-336	143	3	constituents	constituent	NOUN
ajfsoa-336	143	4	and	and	CCONJ
ajfsoa-336	143	5	fermentation	fermentation	NOUN
ajfsoa-336	143	6	conditions	condition	NOUN
ajfsoa-336	143	7	citric	citric	ADJ
ajfsoa-336	143	8	acid	acid	NOUN
ajfsoa-336	143	9	production	production	NOUN
ajfsoa-336	143	10	from	from	ADP
ajfsoa-336	143	11	palmyra	palmyra	PROPN
ajfsoa-336	143	12	jaggery	jaggery	NOUN
ajfsoa-336	143	13	using	use	VERB
ajfsoa-336	143	14	response	response	NOUN
ajfsoa-336	143	15	surface	surface	NOUN
ajfsoa-336	143	16	method	method	NOUN
ajfsoa-336	143	17	.	.	PUNCT
ajfsoa-336	144	1	world	world	PROPN
ajfsoa-336	144	2	j.	j.	PROPN
ajfsoa-336	144	3	microbiol	microbiol	PROPN
ajfsoa-336	144	4	.	.	PUNCT
ajfsoa-336	145	1	biotechnol	biotechnol	PROPN
ajfsoa-336	145	2	.	.	PUNCT
ajfsoa-336	146	1	17	17	NUM
ajfsoa-336	146	2	:	:	PUNCT
ajfsoa-336	146	3	331	331	NUM
ajfsoa-336	146	4	-	-	SYM
ajfsoa-336	146	5	335	335	NUM
ajfsoa-336	146	6	.	.	PUNCT
ajfsoa-336	147	1	balagopalan	balagopalan	PROPN
ajfsoa-336	147	2	c	c	PROPN
ajfsoa-336	147	3	,	,	PUNCT
ajfsoa-336	147	4	padmaja	padmaja	NOUN
ajfsoa-336	147	5	g	g	PROPN
ajfsoa-336	147	6	,	,	PUNCT
ajfsoa-336	147	7	naada	naada	PROPN
ajfsoa-336	147	8	sk	sk	PROPN
ajfsoa-336	147	9	,	,	PUNCT
ajfsoa-336	147	10	moorthy	moorthy	PROPN
ajfsoa-336	147	11	sn	sn	PROPN
ajfsoa-336	147	12	(	(	PUNCT
ajfsoa-336	147	13	1988	1988	NUM
ajfsoa-336	147	14	)	)	PUNCT
ajfsoa-336	147	15	.	.	PUNCT
ajfsoa-336	148	1	cassava	cassava	NOUN
ajfsoa-336	148	2	in	in	ADP
ajfsoa-336	148	3	food	food	NOUN
ajfsoa-336	148	4	feed	feed	NOUN
ajfsoa-336	148	5	and	and	CCONJ
ajfsoa-336	148	6	industry	industry	NOUN
ajfsoa-336	148	7	,	,	PUNCT
ajfsoa-336	148	8	crc	crc	PROPN
ajfsoa-336	148	9	press	press	PROPN
ajfsoa-336	148	10	inc	inc	PROPN
ajfsoa-336	148	11	.	.	PROPN
ajfsoa-336	149	1	boca	boca	PROPN
ajfsoa-336	149	2	roten	roten	PROPN
ajfsoa-336	149	3	florida	florida	PROPN
ajfsoa-336	149	4	pp	pp	PROPN
ajfsoa-336	149	5	.	.	PUNCT
ajfsoa-336	150	1	97175	97175	NUM
ajfsoa-336	150	2	.	.	PUNCT
ajfsoa-336	151	1	baptista	baptista	PROPN
ajfsoa-336	151	2	cmsg	cmsg	PROPN
ajfsoa-336	151	3	,	,	PUNCT
ajfsoa-336	151	4	coias	coias	PROPN
ajfsoa-336	151	5	jma	jma	PROPN
ajfsoa-336	151	6	,	,	PUNCT
ajfsoa-336	151	7	oliveira	oliveira	PROPN
ajfsoa-336	151	8	nmc	nmc	PROPN
ajfsoa-336	151	9	,	,	PUNCT
ajfsoa-336	151	10	roche	roche	PROPN
ajfsoa-336	151	11	jms	jms	PROPN
ajfsoa-336	151	12	,	,	PUNCT
ajfsoa-336	151	13	dempsey	dempsey	PROPN
ajfsoa-336	151	14	mj	mj	PROPN
ajfsoa-336	151	15	,	,	PUNCT
ajfsoa-336	151	16	lannigan	lannigan	ADJ
ajfsoa-336	151	17	kc	kc	PROPN
ajfsoa-336	151	18	,	,	PUNCT
ajfsoa-336	151	19	benson	benson	PROPN
ajfsoa-336	151	20	ps	ps	PROPN
ajfsoa-336	151	21	(	(	PUNCT
ajfsoa-336	151	22	2006	2006	NUM
ajfsoa-336	151	23	)	)	PUNCT
ajfsoa-336	151	24	.	.	PUNCT
ajfsoa-336	152	1	natural	natural	ADJ
ajfsoa-336	152	2	immobilization	immobilization	NOUN
ajfsoa-336	152	3	of	of	ADP
ajfsoa-336	152	4	microorganisms	microorganism	NOUN
ajfsoa-336	152	5	for	for	ADP
ajfsoa-336	152	6	continous	continous	ADJ
ajfsoa-336	152	7	ethanol	ethanol	NOUN
ajfsoa-336	152	8	production	production	NOUN
ajfsoa-336	152	9	,	,	PUNCT
ajfsoa-336	152	10	enzyme	enzyme	NOUN
ajfsoa-336	152	11	microb	microb	VERB
ajfsoa-336	152	12	.	.	PUNCT
ajfsoa-336	153	1	technol	technol	PROPN
ajfsoa-336	153	2	.	.	PROPN
ajfsoa-336	154	1	40	40	NUM
ajfsoa-336	154	2	:	:	PUNCT
ajfsoa-336	154	3	127	127	NUM
ajfsoa-336	154	4	-	-	SYM
ajfsoa-336	154	5	131	131	NUM
ajfsoa-336	154	6	.	.	PUNCT
ajfsoa-336	154	7	birch	birch	PROPN
ajfsoa-336	154	8	rm	rm	PROPN
ajfsoa-336	154	9	,	,	PUNCT
ajfsoa-336	154	10	dumont	dumont	VERB
ajfsoa-336	154	11	a	a	PRON
ajfsoa-336	154	12	,	,	PUNCT
ajfsoa-336	154	13	walker	walker	PROPN
ajfsoa-336	154	14	gm	gm	PROPN
ajfsoa-336	154	15	(	(	PUNCT
ajfsoa-336	154	16	2003	2003	NUM
ajfsoa-336	154	17	)	)	PUNCT
ajfsoa-336	154	18	.	.	PUNCT
ajfsoa-336	155	1	the	the	DET
ajfsoa-336	155	2	role	role	NOUN
ajfsoa-336	155	3	of	of	ADP
ajfsoa-336	155	4	magnesium	magnesium	NOUN
ajfsoa-336	155	5	and	and	CCONJ
ajfsoa-336	155	6	calcium	calcium	NOUN
ajfsoa-336	155	7	in	in	ADP
ajfsoa-336	155	8	governing	govern	VERB
ajfsoa-336	155	9	yeast	yeast	NOUN
ajfsoa-336	155	10	agglomeration	agglomeration	NOUN
ajfsoa-336	155	11	.	.	PUNCT
ajfsoa-336	156	1	j.	j.	PROPN
ajfsoa-336	156	2	food	food	PROPN
ajfsoa-336	156	3	technol	technol	PROPN
ajfsoa-336	156	4	.	.	PUNCT
ajfsoa-336	156	5	biotechnol	biotechnol	PROPN
ajfsoa-336	156	6	.	.	PUNCT
ajfsoa-336	157	1	40	40	NUM
ajfsoa-336	157	2	:	:	PUNCT
ajfsoa-336	157	3	199	199	NUM
ajfsoa-336	157	4	-	-	SYM
ajfsoa-336	157	5	205	205	NUM
ajfsoa-336	157	6	.	.	PUNCT
ajfsoa-336	158	1	blieck	blieck	NOUN
ajfsoa-336	158	2	l	l	PROPN
ajfsoa-336	158	3	,	,	PUNCT
ajfsoa-336	158	4	toye	toye	VERB
ajfsoa-336	158	5	g	g	NOUN
ajfsoa-336	158	6	,	,	PUNCT
ajfsoa-336	158	7	dumortier	dumortier	NOUN
ajfsoa-336	158	8	f	f	PROPN
ajfsoa-336	158	9	,	,	PUNCT
ajfsoa-336	158	10	verstrepen	verstrepen	ADJ
ajfsoa-336	158	11	kj	kj	PROPN
ajfsoa-336	158	12	,	,	PUNCT
ajfsoa-336	158	13	delvaux	delvaux	PROPN
ajfsoa-336	158	14	fr	fr	NOUN
ajfsoa-336	158	15	,	,	PUNCT
ajfsoa-336	158	16	thevelein	thevelein	PROPN
ajfsoa-336	158	17	jm	jm	PROPN
ajfsoa-336	158	18	,	,	PUNCT
ajfsoa-336	158	19	dijck	dijck	NOUN
ajfsoa-336	158	20	pv	pv	INTJ
ajfsoa-336	158	21	(	(	PUNCT
ajfsoa-336	158	22	2007	2007	NUM
ajfsoa-336	158	23	)	)	PUNCT
ajfsoa-336	158	24	.	.	PUNCT
ajfsoa-336	159	1	isolation	isolation	NOUN
ajfsoa-336	159	2	and	and	CCONJ
ajfsoa-336	159	3	characterization	characterization	NOUN
ajfsoa-336	159	4	of	of	ADP
ajfsoa-336	159	5	brewer	brewer	NOUN
ajfsoa-336	159	6	’s	’s	PART
ajfsoa-336	159	7	yeast	yeast	NOUN
ajfsoa-336	159	8	variants	variant	NOUN
ajfsoa-336	159	9	with	with	ADP
ajfsoa-336	159	10	improved	improved	ADJ
ajfsoa-336	159	11	fermentation	fermentation	NOUN
ajfsoa-336	159	12	performance	performance	NOUN
ajfsoa-336	159	13	under	under	ADP
ajfsoa-336	159	14	high	high	ADJ
ajfsoa-336	159	15	-	-	PUNCT
ajfsoa-336	159	16	gravity	gravity	NOUN
ajfsoa-336	159	17	conditions	condition	NOUN
ajfsoa-336	159	18	.	.	PUNCT
ajfsoa-336	160	1	applied	apply	VERB
ajfsoa-336	160	2	environ	environ	PROPN
ajfsoa-336	160	3	.	.	PUNCT
ajfsoa-336	161	1	microbiol	microbiol	PROPN
ajfsoa-336	161	2	.	.	PUNCT
ajfsoa-336	162	1	73(3	73(3	VERB
ajfsoa-336	162	2	):	):	PUNCT
ajfsoa-336	162	3	815	815	NUM
ajfsoa-336	162	4	-	-	SYM
ajfsoa-336	162	5	824	824	NUM
ajfsoa-336	162	6	.	.	PUNCT
ajfsoa-336	163	1	chandrasena	chandrasena	VERB
ajfsoa-336	163	2	g	g	PROPN
ajfsoa-336	163	3	,	,	PUNCT
ajfsoa-336	163	4	walker	walker	PROPN
ajfsoa-336	163	5	gm	gm	PROPN
ajfsoa-336	163	6	,	,	PUNCT
ajfsoa-336	163	7	staines	stain	VERB
ajfsoa-336	163	8	hj	hj	PROPN
ajfsoa-336	163	9	(	(	PUNCT
ajfsoa-336	163	10	1997	1997	NUM
ajfsoa-336	163	11	)	)	PUNCT
ajfsoa-336	163	12	.	.	PUNCT
ajfsoa-336	164	1	use	use	NOUN
ajfsoa-336	164	2	of	of	ADP
ajfsoa-336	164	3	response	response	NOUN
ajfsoa-336	164	4	surface	surface	NOUN
ajfsoa-336	164	5	to	to	PART
ajfsoa-336	164	6	investigate	investigate	VERB
ajfsoa-336	164	7	metal	metal	NOUN
ajfsoa-336	164	8	ion	ion	NOUN
ajfsoa-336	164	9	interactions	interaction	NOUN
ajfsoa-336	164	10	in	in	ADP
ajfsoa-336	164	11	yeast	yeast	NOUN
ajfsoa-336	164	12	fermentations	fermentation	NOUN
ajfsoa-336	164	13	,	,	PUNCT
ajfsoa-336	164	14	j.	j.	PROPN
ajfsoa-336	164	15	am	am	PROPN
ajfsoa-336	164	16	.	.	PUNCT
ajfsoa-336	165	1	soc	soc	PROPN
ajfsoa-336	165	2	.	.	PUNCT
ajfsoa-336	166	1	brewing	brewing	NOUN
ajfsoa-336	166	2	chem	chem	NOUN
ajfsoa-336	166	3	.	.	PUNCT
ajfsoa-336	167	1	55	55	NUM
ajfsoa-336	167	2	:	:	PUNCT
ajfsoa-336	167	3	24	24	NUM
ajfsoa-336	167	4	-	-	SYM
ajfsoa-336	167	5	29	29	NUM
ajfsoa-336	167	6	.	.	PUNCT
ajfsoa-336	168	1	chen	chen	PROPN
ajfsoa-336	168	2	hc	hc	PROPN
ajfsoa-336	168	3	(	(	PUNCT
ajfsoa-336	168	4	1996	1996	NUM
ajfsoa-336	168	5	)	)	PUNCT
ajfsoa-336	168	6	.	.	PUNCT
ajfsoa-336	169	1	optimizing	optimize	VERB
ajfsoa-336	169	2	the	the	DET
ajfsoa-336	169	3	concentration	concentration	NOUN
ajfsoa-336	169	4	of	of	ADP
ajfsoa-336	169	5	carbon	carbon	NOUN
ajfsoa-336	169	6	,	,	PUNCT
ajfsoa-336	169	7	nitrogen	nitrogen	NOUN
ajfsoa-336	169	8	and	and	CCONJ
ajfsoa-336	169	9	phosphorus	phosphorus	NOUN
ajfsoa-336	169	10	in	in	ADP
ajfsoa-336	169	11	a	a	DET
ajfsoa-336	169	12	citric	citric	ADJ
ajfsoa-336	169	13	acid	acid	NOUN
ajfsoa-336	169	14	fermentation	fermentation	NOUN
ajfsoa-336	169	15	with	with	ADP
ajfsoa-336	169	16	response	response	NOUN
ajfsoa-336	169	17	surface	surface	NOUN
ajfsoa-336	169	18	method	method	NOUN
ajfsoa-336	169	19	.	.	PUNCT
ajfsoa-336	170	1	food	food	NOUN
ajfsoa-336	170	2	biotechnol	biotechnol	NOUN
ajfsoa-336	170	3	.	.	PUNCT
ajfsoa-336	171	1	10	10	NUM
ajfsoa-336	171	2	:	:	SYM
ajfsoa-336	171	3	13	13	NUM
ajfsoa-336	171	4	-	-	SYM
ajfsoa-336	171	5	27	27	NUM
ajfsoa-336	171	6	.	.	PUNCT
ajfsoa-336	172	1	densky	densky	PROPN
ajfsoa-336	172	2	h	h	PROPN
ajfsoa-336	172	3	,	,	PUNCT
ajfsoa-336	172	4	gray	gray	PROPN
ajfsoa-336	172	5	pj	pj	PROPN
ajfsoa-336	172	6	,	,	PUNCT
ajfsoa-336	172	7	buday	buday	VERB
ajfsoa-336	172	8	a	a	DET
ajfsoa-336	172	9	(	(	PUNCT
ajfsoa-336	172	10	1966	1966	NUM
ajfsoa-336	172	11	)	)	PUNCT
ajfsoa-336	172	12	.	.	PUNCT
ajfsoa-336	173	1	further	further	ADJ
ajfsoa-336	173	2	studies	study	NOUN
ajfsoa-336	173	3	on	on	ADP
ajfsoa-336	173	4	the	the	DET
ajfsoa-336	173	5	determination	determination	NOUN
ajfsoa-336	173	6	of	of	ADP
ajfsoa-336	173	7	zinc	zinc	NOUN
ajfsoa-336	173	8	and	and	CCONJ
ajfsoa-336	173	9	its	its	PRON
ajfsoa-336	173	10	effects	effect	NOUN
ajfsoa-336	173	11	on	on	ADP
ajfsoa-336	173	12	various	various	ADJ
ajfsoa-336	173	13	yeasts	yeast	NOUN
ajfsoa-336	173	14	.	.	PUNCT
ajfsoa-336	174	1	proceedings	proceeding	NOUN
ajfsoa-336	174	2	of	of	ADP
ajfsoa-336	174	3	the	the	DET
ajfsoa-336	174	4	american	american	ADJ
ajfsoa-336	174	5	society	society	NOUN
ajfsoa-336	174	6	of	of	ADP
ajfsoa-336	174	7	brewing	brewing	NOUN
ajfsoa-336	174	8	chemists	chemist	NOUN
ajfsoa-336	174	9	93	93	NUM
ajfsoa-336	174	10	-	-	SYM
ajfsoa-336	174	11	94	94	NUM
ajfsoa-336	174	12	.	.	PUNCT
ajfsoa-336	175	1	desmartez	desmartez	PROPN
ajfsoa-336	175	2	b	b	PROPN
ajfsoa-336	175	3	(	(	PUNCT
ajfsoa-336	175	4	1993	1993	NUM
ajfsoa-336	175	5	)	)	PUNCT
ajfsoa-336	175	6	.	.	PUNCT
ajfsoa-336	176	1	the	the	DET
ajfsoa-336	176	2	suitability	suitability	NOUN
ajfsoa-336	176	3	of	of	ADP
ajfsoa-336	176	4	some	some	DET
ajfsoa-336	176	5	sugar	sugar	NOUN
ajfsoa-336	176	6	preparations	preparation	NOUN
ajfsoa-336	176	7	for	for	ADP
ajfsoa-336	176	8	the	the	DET
ajfsoa-336	176	9	production	production	NOUN
ajfsoa-336	176	10	of	of	ADP
ajfsoa-336	176	11	beer	beer	NOUN
ajfsoa-336	176	12	with	with	ADP
ajfsoa-336	176	13	high	high	ADJ
ajfsoa-336	176	14	alcohol	alcohol	NOUN
ajfsoa-336	176	15	content	content	NOUN
ajfsoa-336	176	16	.	.	PUNCT
ajfsoa-336	177	1	cerevisiae	cerevisiae	NOUN
ajfsoa-336	177	2	and	and	CCONJ
ajfsoa-336	177	3	biotechnology	biotechnology	NOUN
ajfsoa-336	177	4	18	18	NUM
ajfsoa-336	177	5	:	:	SYM
ajfsoa-336	177	6	9	9	NUM
ajfsoa-336	177	7	-	-	SYM
ajfsoa-336	177	8	10	10	NUM
ajfsoa-336	177	9	.	.	PUNCT
ajfsoa-336	178	1	dixon	dixon	PROPN
ajfsoa-336	178	2	ago	ago	ADV
ajfsoa-336	178	3	,	,	PUNCT
ajfsoa-336	178	4	okechukwu	okechukwu	PROPN
ajfsoa-336	178	5	ru	ru	PROPN
ajfsoa-336	178	6	,	,	PUNCT
ajfsoa-336	178	7	akoroda	akoroda	PROPN
ajfsoa-336	178	8	m	m	PROPN
ajfsoa-336	178	9	,	,	PUNCT
ajfsoa-336	178	10	ilona	ilona	NOUN
ajfsoa-336	178	11	p	p	NOUN
ajfsoa-336	178	12	,	,	PUNCT
ajfsoa-336	178	13	ogbe	ogbe	ADJ
ajfsoa-336	178	14	f	f	PROPN
ajfsoa-336	178	15	,	,	PUNCT
ajfsoa-336	178	16	mkumbira	mkumbira	PROPN
ajfsoa-336	178	17	j	j	PROPN
ajfsoa-336	178	18	,	,	PUNCT
ajfsoa-336	178	19	ssemakula	ssemakula	VERB
ajfsoa-336	178	20	g	g	PROPN
ajfsoa-336	178	21	,	,	PUNCT
ajfsoa-336	178	22	sanni	sanni	PROPN
ajfsoa-336	178	23	l	l	PROPN
ajfsoa-336	178	24	,	,	PUNCT
ajfsoa-336	178	25	lemchi	lemchi	PROPN
ajfsoa-336	178	26	j	j	PROPN
ajfsoa-336	178	27	,	,	PUNCT
ajfsoa-336	178	28	okoro	okoro	ADP
ajfsoa-336	178	29	e	e	NOUN
ajfsoa-336	178	30	,	,	PUNCT
ajfsoa-336	178	31	ezedinma	ezedinma	PROPN
ajfsoa-336	178	32	c	c	PROPN
ajfsoa-336	178	33	,	,	PUNCT
ajfsoa-336	178	34	patino	patino	PROPN
ajfsoa-336	178	35	m	m	PROPN
ajfsoa-336	178	36	,	,	PUNCT
ajfsoa-336	178	37	tarawali	tarawali	PROPN
ajfsoa-336	178	38	g	g	PROPN
ajfsoa-336	178	39	,	,	PUNCT
ajfsoa-336	178	40	maziya	maziya	PROPN
ajfsoa-336	178	41	-	-	PUNCT
ajfsoa-336	178	42	dixon	dixon	PROPN
ajfsoa-336	178	43	b	b	PROPN
ajfsoa-336	178	44	,	,	PUNCT
ajfsoa-336	178	45	goteloma	goteloma	PROPN
ajfsoa-336	178	46	c	c	PROPN
ajfsoa-336	178	47	(	(	PUNCT
ajfsoa-336	178	48	2005	2005	NUM
ajfsoa-336	178	49	)	)	PUNCT
ajfsoa-336	178	50	.	.	PUNCT
ajfsoa-336	179	1	new	new	ADJ
ajfsoa-336	179	2	cassava	cassava	NOUN
ajfsoa-336	179	3	variety	variety	NOUN
ajfsoa-336	179	4	flyer	flyer	PROPN
ajfsoa-336	179	5	-	-	PUNCT
ajfsoa-336	179	6	tms	tms	PROPN
ajfsoa-336	179	7	98/0581	98/0581	NUM
ajfsoa-336	179	8	,	,	PUNCT
ajfsoa-336	179	9	iita	iita	X
ajfsoa-336	179	10	integrated	integrate	VERB
ajfsoa-336	179	11	cassava	cassava	NOUN
ajfsoa-336	179	12	project	project	NOUN
ajfsoa-336	179	13	.	.	PUNCT
ajfsoa-336	180	1	ibadan	ibadan	PROPN
ajfsoa-336	180	2	,	,	PUNCT
ajfsoa-336	180	3	nigeria	nigeria	PROPN
ajfsoa-336	180	4	.	.	PUNCT
ajfsoa-336	181	1	dunn	dunn	PROPN
ajfsoa-336	181	2	b	b	PROPN
ajfsoa-336	181	3	,	,	PUNCT
ajfsoa-336	181	4	sherlock	sherlock	PROPN
ajfsoa-336	181	5	g	g	PROPN
ajfsoa-336	181	6	(	(	PUNCT
ajfsoa-336	181	7	2008	2008	NUM
ajfsoa-336	181	8	)	)	PUNCT
ajfsoa-336	181	9	.	.	PUNCT
ajfsoa-336	182	1	reconstruction	reconstruction	NOUN
ajfsoa-336	182	2	of	of	ADP
ajfsoa-336	182	3	the	the	DET
ajfsoa-336	182	4	genome	genome	NOUN
ajfsoa-336	182	5	origins	origin	NOUN
ajfsoa-336	182	6	and	and	CCONJ
ajfsoa-336	182	7	evolution	evolution	NOUN
ajfsoa-336	182	8	of	of	ADP
ajfsoa-336	182	9	the	the	DET
ajfsoa-336	182	10	hybrid	hybrid	ADJ
ajfsoa-336	182	11	layer	layer	NOUN
ajfsoa-336	182	12	yeast	yeast	NOUN
ajfsoa-336	182	13	sp	sp	NOUN
ajfsoa-336	182	14	.	.	NOUN
ajfsoa-336	182	15	genome	genome	NOUN
ajfsoa-336	182	16	res	re	NOUN
ajfsoa-336	182	17	doi:10.1101	doi:10.1101	NOUN
ajfsoa-336	182	18	/	/	SYM
ajfsoa-336	182	19	gr.076075.108	gr.076075.108	PROPN
ajfsoa-336	182	20	.	.	PUNCT
ajfsoa-336	183	1	groboillot	groboillot	PROPN
ajfsoa-336	183	2	a	a	DET
ajfsoa-336	183	3	,	,	PUNCT
ajfsoa-336	183	4	boadi	boadi	NOUN
ajfsoa-336	183	5	dk	dk	PROPN
ajfsoa-336	183	6	,	,	PUNCT
ajfsoa-336	183	7	poncelet	poncelet	NOUN
ajfsoa-336	183	8	d	d	PROPN
ajfsoa-336	183	9	,	,	PUNCT
ajfsoa-336	183	10	neufeld	neufeld	PROPN
ajfsoa-336	183	11	rj	rj	PROPN
ajfsoa-336	183	12	(	(	PUNCT
ajfsoa-336	183	13	1994	1994	NUM
ajfsoa-336	183	14	)	)	PUNCT
ajfsoa-336	183	15	.	.	PUNCT
ajfsoa-336	184	1	immobilization	immobilization	NOUN
ajfsoa-336	184	2	of	of	ADP
ajfsoa-336	184	3	cells	cell	NOUN
ajfsoa-336	184	4	for	for	ADP
ajfsoa-336	184	5	application	application	NOUN
ajfsoa-336	184	6	in	in	ADP
ajfsoa-336	184	7	the	the	DET
ajfsoa-336	184	8	food	food	NOUN
ajfsoa-336	184	9	industry	industry	NOUN
ajfsoa-336	184	10	,	,	PUNCT
ajfsoa-336	184	11	critical	critical	ADJ
ajfsoa-336	184	12	rev	rev	PROPN
ajfsoa-336	184	13	.	.	PROPN
ajfsoa-336	184	14	biotechnol	biotechnol	PROPN
ajfsoa-336	184	15	.	.	PUNCT
ajfsoa-336	185	1	14	14	NUM
ajfsoa-336	185	2	:	:	PUNCT
ajfsoa-336	185	3	75	75	NUM
ajfsoa-336	185	4	-	-	SYM
ajfsoa-336	185	5	107	107	NUM
ajfsoa-336	185	6	.	.	PUNCT
ajfsoa-336	186	1	hough	hough	PROPN
ajfsoa-336	186	2	js	js	PROPN
ajfsoa-336	186	3	,	,	PUNCT
ajfsoa-336	186	4	briggs	briggs	PROPN
ajfsoa-336	186	5	de	de	PROPN
ajfsoa-336	186	6	,	,	PUNCT
ajfsoa-336	186	7	stevens	stevens	PROPN
ajfsoa-336	186	8	r	r	PROPN
ajfsoa-336	186	9	,	,	PUNCT
ajfsoa-336	186	10	young	young	ADJ
ajfsoa-336	186	11	t	t	NOUN
ajfsoa-336	186	12	(	(	PUNCT
ajfsoa-336	186	13	1982	1982	NUM
ajfsoa-336	186	14	)	)	PUNCT
ajfsoa-336	186	15	.	.	PUNCT
ajfsoa-336	187	1	pure	pure	ADJ
ajfsoa-336	187	2	culture	culture	NOUN
ajfsoa-336	187	3	practice	practice	NOUN
ajfsoa-336	187	4	and	and	CCONJ
ajfsoa-336	187	5	brewing	brew	VERB
ajfsoa-336	187	6	yeast	yeast	NOUN
ajfsoa-336	187	7	propagation	propagation	NOUN
ajfsoa-336	187	8	,	,	PUNCT
ajfsoa-336	187	9	in	in	ADP
ajfsoa-336	187	10	malting	malt	VERB
ajfsoa-336	187	11	and	and	CCONJ
ajfsoa-336	187	12	brewing	brewing	NOUN
ajfsoa-336	187	13	science	science	NOUN
ajfsoa-336	187	14	,	,	PUNCT
ajfsoa-336	187	15	vol	vol	NOUN
ajfsoa-336	187	16	.	.	PROPN
ajfsoa-336	187	17	2	2	NUM
ajfsoa-336	187	18	,	,	PUNCT
ajfsoa-336	187	19	2	2	NUM
ajfsoa-336	187	20	nd	nd	NUM
ajfsoa-336	187	21	edition	edition	NOUN
ajfsoa-336	187	22	,	,	PUNCT
ajfsoa-336	187	23	chapman	chapman	NOUN
ajfsoa-336	187	24	and	and	CCONJ
ajfsoa-336	187	25	hall	hall	PROPN
ajfsoa-336	187	26	,	,	PUNCT
ajfsoa-336	187	27	london	london	PROPN
ajfsoa-336	187	28	p.	p.	PROPN
ajfsoa-336	187	29	624	624	NUM
ajfsoa-336	187	30	.	.	PUNCT
ajfsoa-336	188	1	iita	iita	PROPN
ajfsoa-336	188	2	(	(	PUNCT
ajfsoa-336	188	3	2005	2005	NUM
ajfsoa-336	188	4	)	)	PUNCT
ajfsoa-336	188	5	.	.	PUNCT
ajfsoa-336	189	1	ethanol	ethanol	NOUN
ajfsoa-336	189	2	:	:	PUNCT
ajfsoa-336	189	3	ethanol	ethanol	NOUN
ajfsoa-336	189	4	from	from	ADP
ajfsoa-336	189	5	cassava	cassava	NOUN
ajfsoa-336	189	6	.	.	PUNCT
ajfsoa-336	190	1	http://www.cassavabiz	http://www.cassavabiz	NOUN
ajfsoa-336	190	2	.	.	PUNCT
ajfsoa-336	191	1	org	org	ADJ
ajfsoa-336	191	2	/	/	SYM
ajfsoa-336	191	3	postharvest	postharvest	ADJ
ajfsoa-336	191	4	/	/	SYM
ajfsoa-336	191	5	ethanol01.htm	ethanol01.htm	NOUN
ajfsoa-336	191	6	.	.	PUNCT
ajfsoa-336	192	1	accessed	access	VERB
ajfsoa-336	192	2	10/3/2008	10/3/2008	NUM
ajfsoa-336	192	3	.	.	PUNCT
ajfsoa-336	193	1	kourkoutas	kourkoutas	PROPN
ajfsoa-336	193	2	y	y	PROPN
ajfsoa-336	193	3	,	,	PUNCT
ajfsoa-336	193	4	bekatrou	bekatrou	NOUN
ajfsoa-336	193	5	a	a	NOUN
ajfsoa-336	193	6	,	,	PUNCT
ajfsoa-336	193	7	banat	banat	PROPN
ajfsoa-336	194	1	i	i	PROPN
ajfsoa-336	194	2	m	m	PROPN
ajfsoa-336	194	3	,	,	PUNCT
ajfsoa-336	194	4	marchant	marchant	ADJ
ajfsoa-336	194	5	r	r	NOUN
ajfsoa-336	194	6	,	,	PUNCT
ajfsoa-336	194	7	koutinas	koutinas	PROPN
ajfsoa-336	194	8	aa	aa	NOUN
ajfsoa-336	194	9	(	(	PUNCT
ajfsoa-336	194	10	2004	2004	NUM
ajfsoa-336	194	11	)	)	PUNCT
ajfsoa-336	194	12	.	.	PUNCT
ajfsoa-336	195	1	immobilization	immobilization	NOUN
ajfsoa-336	195	2	technologies	technology	NOUN
ajfsoa-336	195	3	and	and	CCONJ
ajfsoa-336	195	4	support	support	NOUN
ajfsoa-336	195	5	materials	material	NOUN
ajfsoa-336	195	6	suitable	suitable	ADJ
ajfsoa-336	195	7	in	in	ADP
ajfsoa-336	195	8	alcohol	alcohol	NOUN
ajfsoa-336	195	9	beverages	beverage	NOUN
ajfsoa-336	195	10	production	production	NOUN
ajfsoa-336	195	11	:	:	PUNCT
ajfsoa-336	195	12	a	a	DET
ajfsoa-336	195	13	review	review	NOUN
ajfsoa-336	195	14	,	,	PUNCT
ajfsoa-336	195	15	food	food	NOUN
ajfsoa-336	195	16	microbiol	microbiol	PROPN
ajfsoa-336	195	17	.	.	PUNCT
ajfsoa-336	196	1	21	21	NUM
ajfsoa-336	196	2	:	:	PUNCT
ajfsoa-336	196	3	277	277	NUM
ajfsoa-336	196	4	-	-	SYM
ajfsoa-336	196	5	397	397	NUM
ajfsoa-336	196	6	.	.	PUNCT
ajfsoa-336	197	1	kumar	kumar	PROPN
ajfsoa-336	197	2	jv	jv	PROPN
ajfsoa-336	197	3	,	,	PUNCT
ajfsoa-336	197	4	shahbazi	shahbazi	NOUN
ajfsoa-336	197	5	a	a	NOUN
ajfsoa-336	197	6	,	,	PUNCT
ajfsoa-336	197	7	mathew	mathew	PROPN
ajfsoa-336	197	8	r	r	NOUN
ajfsoa-336	197	9	(	(	PUNCT
ajfsoa-336	197	10	1998	1998	NUM
ajfsoa-336	197	11	)	)	PUNCT
ajfsoa-336	197	12	.	.	PUNCT
ajfsoa-336	198	1	bioconversion	bioconversion	NOUN
ajfsoa-336	198	2	of	of	ADP
ajfsoa-336	198	3	solid	solid	ADJ
ajfsoa-336	198	4	food	food	NOUN
ajfsoa-336	198	5	wastes	waste	NOUN
ajfsoa-336	198	6	to	to	ADP
ajfsoa-336	198	7	ethanol	ethanol	NOUN
ajfsoa-336	198	8	,	,	PUNCT
ajfsoa-336	198	9	the	the	DET
ajfsoa-336	198	10	analyst	analyst	NOUN
ajfsoa-336	198	11	123	123	NUM
ajfsoa-336	198	12	:	:	PUNCT
ajfsoa-336	198	13	497	497	NUM
ajfsoa-336	198	14	-	-	SYM
ajfsoa-336	198	15	502	502	NUM
ajfsoa-336	198	16	.	.	PUNCT
ajfsoa-336	199	1	nwabueze	nwabueze	PROPN
ajfsoa-336	199	2	tu	tu	PROPN
ajfsoa-336	199	3	,	,	PUNCT
ajfsoa-336	199	4	iwe	iwe	PROPN
ajfsoa-336	199	5	mo	mo	PROPN
ajfsoa-336	199	6	(	(	PUNCT
ajfsoa-336	199	7	2006	2006	NUM
ajfsoa-336	199	8	)	)	PUNCT
ajfsoa-336	199	9	.	.	PUNCT
ajfsoa-336	200	1	mass	mass	NOUN
ajfsoa-336	200	2	flow	flow	NOUN
ajfsoa-336	200	3	rate	rate	NOUN
ajfsoa-336	200	4	,	,	PUNCT
ajfsoa-336	200	5	nutrient	nutrient	NOUN
ajfsoa-336	200	6	composition	composition	NOUN
ajfsoa-336	200	7	and	and	CCONJ
ajfsoa-336	200	8	some	some	DET
ajfsoa-336	200	9	functional	functional	ADJ
ajfsoa-336	200	10	properties	property	NOUN
ajfsoa-336	200	11	of	of	ADP
ajfsoa-336	200	12	single	single	ADJ
ajfsoa-336	200	13	screw	screw	NOUN
ajfsoa-336	200	14	extruded	extrude	VERB
ajfsoa-336	200	15	african	african	ADJ
ajfsoa-336	200	16	breadfruit	breadfruit	PROPN
ajfsoa-336	200	17	(	(	PUNCT
ajfsoa-336	200	18	treculia	treculia	PROPN
ajfsoa-336	200	19	africana	africana	NOUN
ajfsoa-336	200	20	)	)	PUNCT
ajfsoa-336	200	21	blends	blend	NOUN
ajfsoa-336	200	22	.	.	PUNCT
ajfsoa-336	201	1	j.	j.	PROPN
ajfsoa-336	201	2	food	food	PROPN
ajfsoa-336	201	3	technol	technol	NOUN
ajfsoa-336	201	4	.	.	PUNCT
ajfsoa-336	202	1	4(1	4(1	NOUN
ajfsoa-336	202	2	):	):	PUNCT
ajfsoa-336	202	3	50	50	NUM
ajfsoa-336	202	4	-	-	SYM
ajfsoa-336	202	5	58	58	NUM
ajfsoa-336	202	6	.	.	PUNCT
ajfsoa-336	203	1	nwabueze	nwabueze	PROPN
ajfsoa-336	203	2	tu	tu	PROPN
ajfsoa-336	203	3	(	(	PUNCT
ajfsoa-336	203	4	2007	2007	NUM
ajfsoa-336	203	5	)	)	PUNCT
ajfsoa-336	203	6	.	.	PUNCT
ajfsoa-336	204	1	nigeria	nigeria	PROPN
ajfsoa-336	204	2	solubility	solubility	NOUN
ajfsoa-336	204	3	index	index	NOUN
ajfsoa-336	204	4	and	and	CCONJ
ajfsoa-336	204	5	amino	amino	NOUN
ajfsoa-336	204	6	acid	acid	NOUN
ajfsoa-336	204	7	composition	composition	NOUN
ajfsoa-336	204	8	of	of	ADP
ajfsoa-336	204	9	african	african	ADJ
ajfsoa-336	204	10	breadfruit	breadfruit	PROPN
ajfsoa-336	204	11	(	(	PUNCT
ajfsoa-336	204	12	treculia	treculia	PROPN
ajfsoa-336	204	13	africana	africana	NOUN
ajfsoa-336	204	14	)	)	PUNCT
ajfsoa-336	204	15	blends	blend	NOUN
ajfsoa-336	204	16	,	,	PUNCT
ajfsoa-336	204	17	nigerian	nigerian	ADJ
ajfsoa-336	204	18	food	food	NOUN
ajfsoa-336	204	19	j.	j.	PROPN
ajfsoa-336	204	20	25(1	25(1	PROPN
ajfsoa-336	204	21	):	):	PUNCT
ajfsoa-336	204	22	23	23	NUM
ajfsoa-336	204	23	-	-	SYM
ajfsoa-336	204	24	35	35	NUM
ajfsoa-336	204	25	.	.	PUNCT
ajfsoa-336	205	1	okwu	okwu	PROPN
ajfsoa-336	205	2	de	de	PROPN
ajfsoa-336	205	3	,	,	PUNCT
ajfsoa-336	205	4	eneboachi	eneboachi	PROPN
ajfsoa-336	205	5	po	po	PROPN
ajfsoa-336	205	6	(	(	PUNCT
ajfsoa-336	205	7	2002	2002	NUM
ajfsoa-336	205	8	)	)	PUNCT
ajfsoa-336	205	9	.	.	PUNCT
ajfsoa-336	206	1	production	production	NOUN
ajfsoa-336	206	2	of	of	ADP
ajfsoa-336	206	3	ethanol	ethanol	NOUN
ajfsoa-336	206	4	(	(	PUNCT
ajfsoa-336	206	5	industrial	industrial	ADJ
ajfsoa-336	206	6	alcohol	alcohol	NOUN
ajfsoa-336	206	7	)	)	PUNCT
ajfsoa-336	206	8	from	from	ADP
ajfsoa-336	206	9	cassava	cassava	NOUN
ajfsoa-336	206	10	starch	starch	NOUN
ajfsoa-336	206	11	,	,	PUNCT
ajfsoa-336	206	12	j.	j.	PROPN
ajfsoa-336	206	13	sustain	sustain	PROPN
ajfsoa-336	206	14	.	.	PUNCT
ajfsoa-336	207	1	agric	agric	PROPN
ajfsoa-336	207	2	.	.	PUNCT
ajfsoa-336	208	1	environ	environ	PROPN
ajfsoa-336	208	2	.	.	PUNCT
ajfsoa-336	209	1	1(2	1(2	NUM
ajfsoa-336	209	2	):	):	PUNCT
ajfsoa-336	209	3	258	258	NUM
ajfsoa-336	209	4	-	-	SYM
ajfsoa-336	209	5	263	263	NUM
ajfsoa-336	209	6	.	.	PUNCT
ajfsoa-336	210	1	rainieri	rainieri	PROPN
ajfsoa-336	210	2	s	s	PROPN
ajfsoa-336	210	3	,	,	PUNCT
ajfsoa-336	210	4	kodama	kodama	PROPN
ajfsoa-336	210	5	y	y	PROPN
ajfsoa-336	210	6	,	,	PUNCT
ajfsoa-336	210	7	kaneko	kaneko	PROPN
ajfsoa-336	210	8	y	y	PROPN
ajfsoa-336	210	9	,	,	PUNCT
ajfsoa-336	210	10	mikata	mikata	ADJ
ajfsoa-336	210	11	k	k	NOUN
ajfsoa-336	210	12	,	,	PUNCT
ajfsoa-336	210	13	nakao	nakao	PROPN
ajfsoa-336	210	14	y	y	PROPN
ajfsoa-336	210	15	,	,	PUNCT
ajfsoa-336	210	16	ashikari	ashikari	PROPN
ajfsoa-336	210	17	t	t	PROPN
ajfsoa-336	210	18	(	(	PUNCT
ajfsoa-336	210	19	2006	2006	NUM
ajfsoa-336	210	20	)	)	PUNCT
ajfsoa-336	210	21	.	.	PUNCT
ajfsoa-336	211	1	pure	pure	ADJ
ajfsoa-336	211	2	and	and	CCONJ
ajfsoa-336	211	3	mixed	mixed	ADJ
ajfsoa-336	211	4	genetic	genetic	ADJ
ajfsoa-336	211	5	lines	line	NOUN
ajfsoa-336	211	6	of	of	ADP
ajfsoa-336	211	7	s.	s.	PROPN
ajfsoa-336	211	8	bayanus	bayanus	PROPN
ajfsoa-336	211	9	and	and	CCONJ
ajfsoa-336	211	10	s.	s.	PROPN
ajfsoa-336	211	11	p	p	PROPN
ajfsoa-336	211	12	and	and	CCONJ
ajfsoa-336	211	13	their	their	PRON
ajfsoa-336	211	14	contribution	contribution	NOUN
ajfsoa-336	211	15	to	to	ADP
ajfsoa-336	211	16	the	the	DET
ajfsoa-336	211	17	lager	lager	NOUN
ajfsoa-336	211	18	brewing	brewing	NOUN
ajfsoa-336	211	19	strain	strain	NOUN
ajfsoa-336	211	20	genome	genome	NOUN
ajfsoa-336	211	21	.	.	PUNCT
ajfsoa-336	212	1	appl	appl	PROPN
ajfsoa-336	212	2	.	.	PUNCT
ajfsoa-336	213	1	environ	environ	PROPN
ajfsoa-336	213	2	.	.	PUNCT
ajfsoa-336	213	3	microbiol	microbiol	PROPN
ajfsoa-336	213	4	.	.	PUNCT
ajfsoa-336	214	1	72(6	72(6	NUM
ajfsoa-336	214	2	):	):	PUNCT
ajfsoa-336	214	3	3968	3968	NUM
ajfsoa-336	214	4	-	-	SYM
ajfsoa-336	214	5	3974	3974	NUM
ajfsoa-336	214	6	.	.	PUNCT
ajfsoa-336	215	1	rakin	rakin	PROPN
ajfsoa-336	215	2	m	m	PROPN
ajfsoa-336	215	3	,	,	PUNCT
ajfsoa-336	215	4	mojovic	mojovic	PROPN
ajfsoa-336	215	5	l	l	NOUN
ajfsoa-336	215	6	,	,	PUNCT
ajfsoa-336	215	7	nikolic	nikolic	PROPN
ajfsoa-336	215	8	s	s	PROPN
ajfsoa-336	215	9	,	,	PUNCT
ajfsoa-336	215	10	vukasinovic	vukasinovic	PROPN
ajfsoa-336	215	11	m	m	PROPN
ajfsoa-336	215	12	,	,	PUNCT
ajfsoa-336	215	13	nedovic	nedovic	PROPN
ajfsoa-336	215	14	v	v	PROPN
ajfsoa-336	215	15	(	(	PUNCT
ajfsoa-336	215	16	2009	2009	NUM
ajfsoa-336	215	17	)	)	PUNCT
ajfsoa-336	215	18	.	.	PUNCT
ajfsoa-336	216	1	bioethanol	bioethanol	NOUN
ajfsoa-336	216	2	production	production	NOUN
ajfsoa-336	216	3	by	by	ADP
ajfsoa-336	216	4	immobilized	immobilized	ADJ
ajfsoa-336	216	5	sacharomyces	sacharomyce	NOUN
ajfsoa-336	216	6	cerevisiae	cerevisiae	NOUN
ajfsoa-336	216	7	var	var	NOUN
ajfsoa-336	216	8	.	.	PUNCT
ajfsoa-336	217	1	ellipsoideus	ellipsoideus	NOUN
ajfsoa-336	217	2	cells	cell	NOUN
ajfsoa-336	217	3	,	,	PUNCT
ajfsoa-336	217	4	afr	afr	PROPN
ajfsoa-336	217	5	.	.	PUNCT
ajfsoa-336	218	1	j.	j.	PROPN
ajfsoa-336	218	2	biotechnol	biotechnol	PROPN
ajfsoa-336	218	3	.	.	PUNCT
ajfsoa-336	219	1	8(3	8(3	NUM
ajfsoa-336	219	2	):	):	PUNCT
ajfsoa-336	219	3	464	464	NUM
ajfsoa-336	219	4	-	-	SYM
ajfsoa-336	219	5	471	471	NUM
ajfsoa-336	219	6	.	.	PUNCT
ajfsoa-336	220	1	ratnam	ratnam	PROPN
ajfsoa-336	220	2	bvv	bvv	PROPN
ajfsoa-336	220	3	,	,	PUNCT
ajfsoa-336	220	4	narasimha	narasimha	PROPN
ajfsoa-336	220	5	rao	rao	PROPN
ajfsoa-336	220	6	m	m	PROPN
ajfsoa-336	220	7	,	,	PUNCT
ajfsoa-336	220	8	subba	subba	PROPN
ajfsoa-336	220	9	rao	rao	PROPN
ajfsoa-336	220	10	s	s	PROPN
ajfsoa-336	220	11	,	,	PUNCT
ajfsoa-336	220	12	ayyanna	ayyanna	PROPN
ajfsoa-336	220	13	c	c	PROPN
ajfsoa-336	220	14	(	(	PUNCT
ajfsoa-336	220	15	2003	2003	NUM
ajfsoa-336	220	16	)	)	PUNCT
ajfsoa-336	220	17	.	.	PUNCT
ajfsoa-336	221	1	optimization	optimization	NOUN
ajfsoa-336	221	2	of	of	ADP
ajfsoa-336	221	3	fermentation	fermentation	NOUN
ajfsoa-336	221	4	conditions	condition	NOUN
ajfsoa-336	221	5	for	for	ADP
ajfsoa-336	221	6	the	the	DET
ajfsoa-336	221	7	production	production	NOUN
ajfsoa-336	221	8	of	of	ADP
ajfsoa-336	221	9	ethanol	ethanol	NOUN
ajfsoa-336	221	10	from	from	ADP
ajfsoa-336	221	11	sago	sago	ADJ
ajfsoa-336	221	12	starch	starch	NOUN
ajfsoa-336	221	13	using	use	VERB
ajfsoa-336	221	14	response	response	NOUN
ajfsoa-336	221	15	methodology	methodology	NOUN
ajfsoa-336	221	16	,	,	PUNCT
ajfsoa-336	221	17	world	world	PROPN
ajfsoa-336	221	18	j.	j.	PROPN
ajfsoa-336	221	19	microbiol	microbiol	PROPN
ajfsoa-336	221	20	.	.	PUNCT
ajfsoa-336	222	1	biotechnol	biotechnol	PROPN
ajfsoa-336	222	2	.	.	PUNCT
ajfsoa-336	223	1	19	19	NUM
ajfsoa-336	223	2	:	:	SYM
ajfsoa-336	223	3	523	523	NUM
ajfsoa-336	223	4	-	-	SYM
ajfsoa-336	223	5	526	526	NUM
ajfsoa-336	223	6	.	.	PUNCT
ajfsoa-336	224	1	ratnam	ratnam	PROPN
ajfsoa-336	224	2	bvv	bvv	PROPN
ajfsoa-336	224	3	,	,	PUNCT
ajfsoa-336	224	4	subba	subba	PROPN
ajfsoa-336	224	5	rao	rao	PROPN
ajfsoa-336	224	6	s	s	PROPN
ajfsoa-336	224	7	,	,	PUNCT
ajfsoa-336	224	8	damodar	damodar	NOUN
ajfsoa-336	224	9	rao	rao	PROPN
ajfsoa-336	224	10	m	m	PROPN
ajfsoa-336	224	11	,	,	PUNCT
ajfsoa-336	224	12	narasimha	narasimha	PROPN
ajfsoa-336	224	13	rao	rao	PROPN
ajfsoa-336	224	14	m	m	PROPN
ajfsoa-336	224	15	,	,	PUNCT
ajfsoa-336	224	16	ayyanna	ayyanna	PROPN
ajfsoa-336	224	17	c	c	PROPN
ajfsoa-336	224	18	(	(	PUNCT
ajfsoa-336	224	19	2005	2005	NUM
ajfsoa-336	224	20	)	)	PUNCT
ajfsoa-336	224	21	.	.	PUNCT
ajfsoa-336	225	1	optimization	optimization	NOUN
ajfsoa-336	225	2	of	of	ADP
ajfsoa-336	225	3	medium	medium	ADJ
ajfsoa-336	225	4	constituents	constituent	NOUN
ajfsoa-336	225	5	and	and	CCONJ
ajfsoa-336	225	6	fermentation	fermentation	NOUN
ajfsoa-336	225	7	conditions	condition	NOUN
ajfsoa-336	225	8	for	for	ADP
ajfsoa-336	225	9	the	the	DET
ajfsoa-336	225	10	production	production	NOUN
ajfsoa-336	225	11	of	of	ADP
ajfsoa-336	225	12	ethanol	ethanol	NOUN
ajfsoa-336	225	13	from	from	ADP
ajfsoa-336	225	14	palmyra	palmyra	PROPN
ajfsoa-336	225	15	jaggery	jaggery	NOUN
ajfsoa-336	225	16	using	use	VERB
ajfsoa-336	225	17	response	response	NOUN
ajfsoa-336	225	18	surface	surface	NOUN
ajfsoa-336	225	19	methodology	methodology	NOUN
ajfsoa-336	225	20	,	,	PUNCT
ajfsoa-336	225	21	world	world	PROPN
ajfsoa-336	225	22	j.	j.	PROPN
ajfsoa-336	225	23	microbiol	microbiol	PROPN
ajfsoa-336	225	24	.	.	PUNCT
ajfsoa-336	226	1	biotechnol	biotechnol	PROPN
ajfsoa-336	226	2	.	.	PUNCT
ajfsoa-336	227	1	21	21	NUM
ajfsoa-336	227	2	:	:	PUNCT
ajfsoa-336	227	3	399	399	NUM
ajfsoa-336	227	4	-	-	SYM
ajfsoa-336	227	5	404	404	NUM
ajfsoa-336	227	6	.	.	PUNCT
ajfsoa-336	228	1	smith	smith	PROPN
ajfsoa-336	228	2	gd	gd	PROPN
ajfsoa-336	228	3	,	,	PUNCT
ajfsoa-336	228	4	walker	walker	PROPN
ajfsoa-336	228	5	gm	gm	PROPN
ajfsoa-336	228	6	(	(	PUNCT
ajfsoa-336	228	7	2000	2000	NUM
ajfsoa-336	228	8	)	)	PUNCT
ajfsoa-336	228	9	.	.	PUNCT
ajfsoa-336	229	1	fermentation	fermentation	NOUN
ajfsoa-336	229	2	performance	performance	NOUN
ajfsoa-336	229	3	of	of	ADP
ajfsoa-336	229	4	mgpreconditioned	mgpreconditioned	ADJ
ajfsoa-336	229	5	yeast	yeast	NOUN
ajfsoa-336	229	6	.	.	PUNCT
ajfsoa-336	230	1	in	in	ADP
ajfsoa-336	230	2	:	:	PUNCT
ajfsoa-336	230	3	brewing	brew	VERB
ajfsoa-336	230	4	yeast	yeast	NOUN
ajfsoa-336	230	5	fermentation	fermentation	NOUN
ajfsoa-336	230	6	performance	performance	NOUN
ajfsoa-336	230	7	,	,	PUNCT
ajfsoa-336	230	8	k.	k.	PROPN
ajfsoa-336	230	9	a.	a.	PROPN
ajfsoa-336	230	10	smart	smart	PROPN
ajfsoa-336	230	11	,	,	PUNCT
ajfsoa-336	230	12	ed	ed	NOUN
ajfsoa-336	230	13	.	.	PROPN
ajfsoa-336	230	14	,	,	PUNCT
ajfsoa-336	230	15	blackwell	blackwell	PROPN
ajfsoa-336	230	16	scientific	scientific	ADJ
ajfsoa-336	230	17	publications	publication	NOUN
ajfsoa-336	230	18	,	,	PUNCT
ajfsoa-336	230	19	oxford	oxford	PROPN
ajfsoa-336	230	20	pp	pp	PROPN
ajfsoa-336	230	21	.	.	PUNCT
ajfsoa-336	231	1	92	92	NUM
ajfsoa-336	231	2	-	-	SYM
ajfsoa-336	231	3	95	95	NUM
ajfsoa-336	231	4	.	.	PUNCT
ajfsoa-336	232	1	vullo	vullo	PROPN
ajfsoa-336	232	2	dl	dl	PROPN
ajfsoa-336	232	3	,	,	PUNCT
ajfsoa-336	232	4	wachsman	wachsman	NOUN
ajfsoa-336	232	5	mb	mb	ADP
ajfsoa-336	232	6	(	(	PUNCT
ajfsoa-336	232	7	2005	2005	NUM
ajfsoa-336	232	8	)	)	PUNCT
ajfsoa-336	232	9	.	.	PUNCT
ajfsoa-336	233	1	a	a	DET
ajfsoa-336	233	2	simple	simple	ADJ
ajfsoa-336	233	3	laboratory	laboratory	NOUN
ajfsoa-336	233	4	exercise	exercise	NOUN
ajfsoa-336	233	5	for	for	ADP
ajfsoa-336	233	6	ethanol	ethanol	NOUN
ajfsoa-336	233	7	production	production	NOUN
ajfsoa-336	233	8	by	by	ADP
ajfsoa-336	233	9	immobilized	immobilized	ADJ
ajfsoa-336	233	10	bakery	bakery	NOUN
ajfsoa-336	233	11	yeast	yeast	NOUN
ajfsoa-336	233	12	(	(	PUNCT
ajfsoa-336	233	13	saccharomyces	saccharomyce	NOUN
ajfsoa-336	233	14	cerevisiae	cerevisiae	NOUN
ajfsoa-336	233	15	)	)	PUNCT
ajfsoa-336	233	16	,	,	PUNCT
ajfsoa-336	233	17	j.	j.	PROPN
ajfsoa-336	233	18	food	food	PROPN
ajfsoa-336	233	19	sci	sci	PROPN
ajfsoa-336	233	20	.	.	PUNCT
ajfsoa-336	233	21	edu	edu	PROPN
ajfsoa-336	233	22	.	.	PROPN
ajfsoa-336	234	1	4	4	NUM
ajfsoa-336	234	2	:	:	SYM
ajfsoa-336	234	3	53	53	NUM
ajfsoa-336	234	4	-	-	SYM
ajfsoa-336	234	5	55	55	NUM
ajfsoa-336	234	6	.	.	PUNCT
ajfsoa-336	235	1	walker	walker	PROPN
ajfsoa-336	235	2	gm	gm	PROPN
ajfsoa-336	235	3	(	(	PUNCT
ajfsoa-336	235	4	1994	1994	NUM
ajfsoa-336	235	5	)	)	PUNCT
ajfsoa-336	235	6	.	.	PUNCT
ajfsoa-336	236	1	the	the	DET
ajfsoa-336	236	2	roles	role	NOUN
ajfsoa-336	236	3	of	of	ADP
ajfsoa-336	236	4	magnesium	magnesium	NOUN
ajfsoa-336	236	5	in	in	ADP
ajfsoa-336	236	6	biotechnology	biotechnology	NOUN
ajfsoa-336	236	7	,	,	PUNCT
ajfsoa-336	236	8	critical	critical	ADJ
ajfsoa-336	236	9	rev	rev	PROPN
ajfsoa-336	236	10	.	.	PROPN
ajfsoa-336	236	11	biotechnol	biotechnol	PROPN
ajfsoa-336	236	12	.	.	PUNCT
ajfsoa-336	237	1	14	14	NUM
ajfsoa-336	237	2	:	:	PUNCT
ajfsoa-336	237	3	311	311	NUM
ajfsoa-336	237	4	-	-	SYM
ajfsoa-336	237	5	354	354	NUM
ajfsoa-336	237	6	.	.	PUNCT
ajfsoa-336	237	7	walker	walker	PROPN
ajfsoa-336	237	8	gm	gm	PROPN
ajfsoa-336	237	9	,	,	PUNCT
ajfsoa-336	237	10	birch	birch	NOUN
ajfsoa-336	237	11	r	r	NOUN
ajfsoa-336	237	12	,	,	PUNCT
ajfsoa-336	237	13	chandrasena	chandrasena	VERB
ajfsoa-336	237	14	g	g	PROPN
ajfsoa-336	237	15	,	,	PUNCT
ajfsoa-336	237	16	maynard	maynard	NOUN
ajfsoa-336	237	17	ai	ai	PROPN
ajfsoa-336	237	18	(	(	PUNCT
ajfsoa-336	237	19	1996	1996	NUM
ajfsoa-336	237	20	)	)	PUNCT
ajfsoa-336	237	21	.	.	PUNCT
ajfsoa-336	238	1	magnesium	magnesium	NOUN
ajfsoa-336	238	2	,	,	PUNCT
ajfsoa-336	238	3	calcium	calcium	NOUN
ajfsoa-336	238	4	and	and	CCONJ
ajfsoa-336	238	5	fermentative	fermentative	ADJ
ajfsoa-336	238	6	metabolism	metabolism	NOUN
ajfsoa-336	238	7	in	in	ADP
ajfsoa-336	238	8	industrial	industrial	ADJ
ajfsoa-336	238	9	yeast	yeast	NOUN
ajfsoa-336	238	10	,	,	PUNCT
ajfsoa-336	238	11	j.	j.	PROPN
ajfsoa-336	238	12	am	am	PROPN
ajfsoa-336	238	13	.	.	PUNCT
ajfsoa-336	239	1	soc	soc	PROPN
ajfsoa-336	239	2	.	.	PUNCT
ajfsoa-336	240	1	brewing	brewing	NOUN
ajfsoa-336	240	2	chem	chem	NOUN
ajfsoa-336	240	3	.	.	PUNCT
ajfsoa-336	241	1	54	54	NUM
ajfsoa-336	241	2	:	:	SYM
ajfsoa-336	241	3	13	13	NUM
ajfsoa-336	241	4	-	-	SYM
ajfsoa-336	241	5	18	18	NUM
ajfsoa-336	241	6	.	.	PUNCT
ajfsoa-336	242	1	walker	walker	PROPN
ajfsoa-336	242	2	gm	gm	PROPN
ajfsoa-336	242	3	,	,	PUNCT
ajfsoa-336	242	4	birch	birch	PROPN
ajfsoa-336	242	5	-	-	PUNCT
ajfsoa-336	242	6	anderson	anderson	PROPN
ajfsoa-336	242	7	a	a	PROPN
ajfsoa-336	242	8	,	,	PUNCT
ajfsoa-336	242	9	hamburger	hamburger	NOUN
ajfsoa-336	242	10	k	k	PROPN
ajfsoa-336	242	11	,	,	PUNCT
ajfsoa-336	242	12	kramhoft	kramhoft	PROPN
ajfsoa-336	242	13	b	b	PROPN
ajfsoa-336	242	14	(	(	PUNCT
ajfsoa-336	242	15	1982	1982	NUM
ajfsoa-336	242	16	)	)	PUNCT
ajfsoa-336	242	17	.	.	PUNCT
ajfsoa-336	243	1	magnesium	magnesium	NOUN
ajfsoa-336	243	2	-	-	PUNCT
ajfsoa-336	243	3	induced	induce	VERB
ajfsoa-336	243	4	mitochondrial	mitochondrial	ADJ
ajfsoa-336	243	5	polymorphism	polymorphism	NOUN
ajfsoa-336	243	6	and	and	CCONJ
ajfsoa-336	243	7	changes	change	NOUN
ajfsoa-336	243	8	in	in	ADP
ajfsoa-336	243	9	respiratory	respiratory	ADJ
ajfsoa-336	243	10	metabolism	metabolism	NOUN
ajfsoa-336	243	11	in	in	ADP
ajfsoa-336	243	12	the	the	DET
ajfsoa-336	243	13	fission	fission	NOUN
ajfsoa-336	243	14	yeast	yeast	NOUN
ajfsoa-336	243	15	,	,	PUNCT
ajfsoa-336	243	16	s.	s.	PROPN
ajfsoa-336	243	17	pombe	pombe	PROPN
ajfsoa-336	243	18	carlsberg	carlsberg	PROPN
ajfsoa-336	243	19	research	research	PROPN
ajfsoa-336	243	20	communications	communication	NOUN
ajfsoa-336	243	21	47	47	NUM
ajfsoa-336	243	22	:	:	SYM
ajfsoa-336	243	23	205	205	NUM
ajfsoa-336	243	24	-	-	SYM
ajfsoa-336	243	25	214	214	NUM
ajfsoa-336	243	26	.	.	PUNCT
ajfsoa-336	244	1	walker	walker	PROPN
ajfsoa-336	244	2	gm	gm	PROPN
ajfsoa-336	244	3	,	,	PUNCT
ajfsoa-336	244	4	denicola	denicola	PROPN
ajfsoa-336	244	5	r	r	PROPN
ajfsoa-336	244	6	,	,	PUNCT
ajfsoa-336	244	7	anthony	anthony	PROPN
ajfsoa-336	244	8	s	s	PROPN
ajfsoa-336	244	9	,	,	PUNCT
ajfsoa-336	244	10	learmonth	learmonth	ADJ
ajfsoa-336	244	11	r	r	NOUN
ajfsoa-336	244	12	(	(	PUNCT
ajfsoa-336	244	13	2006	2006	NUM
ajfsoa-336	244	14	)	)	PUNCT
ajfsoa-336	244	15	.	.	PUNCT
ajfsoa-336	245	1	yeast	yeast	NOUN
ajfsoa-336	245	2	metal	metal	NOUN
ajfsoa-336	245	3	interactions	interaction	NOUN
ajfsoa-336	245	4	:	:	PUNCT
ajfsoa-336	245	5	impact	impact	NOUN
ajfsoa-336	245	6	of	of	ADP
ajfsoa-336	245	7	brewing	brewing	NOUN
ajfsoa-336	245	8	and	and	CCONJ
ajfsoa-336	245	9	distilling	distilling	NOUN
ajfsoa-336	245	10	fermentations	fermentation	NOUN
ajfsoa-336	245	11	.	.	PUNCT
ajfsoa-336	246	1	in	in	ADP
ajfsoa-336	246	2	:	:	PUNCT
ajfsoa-336	246	3	proceedings	proceeding	NOUN
ajfsoa-336	246	4	of	of	ADP
ajfsoa-336	246	5	the	the	DET
ajfsoa-336	246	6	institute	institute	NOUN
ajfsoa-336	246	7	of	of	ADP
ajfsoa-336	246	8	brewing	brewing	NOUN
ajfsoa-336	246	9	and	and	CCONJ
ajfsoa-336	246	10	distilling	distil	VERB
ajfsoa-336	246	11	asia	asia	PROPN
ajfsoa-336	246	12	pacific	pacific	PROPN
ajfsoa-336	246	13	sect	sect	NOUN
ajfsoa-336	246	14	.	.	PUNCT
ajfsoa-336	247	1	2006	2006	NUM
ajfsoa-336	247	2	convention	convention	NOUN
ajfsoa-336	247	3	,	,	PUNCT
ajfsoa-336	247	4	hobert	hobert	PROPN
ajfsoa-336	247	5	,	,	PUNCT
ajfsoa-336	247	6	tasmania	tasmania	PROPN
ajfsoa-336	247	7	1	1	NUM
ajfsoa-336	247	8	-	-	SYM
ajfsoa-336	247	9	19	19	NUM
ajfsoa-336	247	10	.	.	PUNCT
ajfsoa-336	248	1	wang	wang	PROPN
ajfsoa-336	248	2	ns	ns	PROPN
ajfsoa-336	248	3	(	(	PUNCT
ajfsoa-336	248	4	2008	2008	NUM
ajfsoa-336	248	5	)	)	PUNCT
ajfsoa-336	248	6	.	.	PUNCT
ajfsoa-336	249	1	cell	cell	NOUN
ajfsoa-336	249	2	immobilization	immobilization	NOUN
ajfsoa-336	249	3	with	with	ADP
ajfsoa-336	249	4	calcium	calcium	NOUN
ajfsoa-336	249	5	alginate	alginate	NOUN
ajfsoa-336	249	6	.	.	PUNCT
ajfsoa-336	250	1	experiment	experiment	NOUN
ajfsoa-336	250	2	no	no	INTJ
ajfsoa-336	250	3	.	.	PROPN
ajfsoa-336	251	1	11	11	NUM
ajfsoa-336	251	2	.	.	X
ajfsoa-336	252	1	http://www.glue.umd.edu/~nsw/	http://www.glue.umd.edu/~nsw/	AUX
ajfsoa-336	252	2	ench	ench	VERB
ajfsoa-336	252	3	485	485	NUM
ajfsoa-336	252	4	/	/	SYM
ajfsoa-336	252	5	lab11.htm	lab11.htm	NOUN
ajfsoa-336	252	6	.	.	PUNCT
ajfsoa-336	253	1	accessed	access	VERB
ajfsoa-336	253	2	10/3/2008	10/3/2008	NUM
ajfsoa-336	253	3	.	.	PUNCT
ajfsoa-336	254	1	youatt	youatt	PROPN
ajfsoa-336	254	2	j	j	PROPN
ajfsoa-336	254	3	(	(	PUNCT
ajfsoa-336	254	4	1993	1993	NUM
ajfsoa-336	254	5	)	)	PUNCT
ajfsoa-336	254	6	.	.	PUNCT
ajfsoa-336	255	1	calcium	calcium	NOUN
ajfsoa-336	255	2	and	and	CCONJ
ajfsoa-336	255	3	microorganisms	microorganism	NOUN
ajfsoa-336	255	4	.	.	PUNCT
ajfsoa-336	256	1	critical	critical	ADJ
ajfsoa-336	256	2	rev	rev	PROPN
ajfsoa-336	256	3	.	.	PROPN
ajfsoa-336	256	4	microbiol	microbiol	PROPN
ajfsoa-336	256	5	.	.	PUNCT
ajfsoa-336	257	1	19	19	NUM
ajfsoa-336	257	2	:	:	SYM
ajfsoa-336	257	3	83	83	NUM
ajfsoa-336	257	4	-	-	SYM
ajfsoa-336	257	5	97	97	NUM
ajfsoa-336	257	6	.	.	PUNCT