Paper · 2022 · Foods

Modeling the Effects of Seed Maturity on Cooking Time of ‘Dimitra’ Lentils

Maria Svarna; Athanasios Mavromatis; Dimitrios N. Vlachostergios; et al.

6
claims
13
verbatim quotes
5
citations
3
research areas
✓
Open access · cc-by

Abstract

The lentil is a valuable crop for human nutrition and is cooked to adequate softening prior to consumption. The objective of the study was to use a model to point out the effects of seed maturity on optimum cooking time (OCT). Two lentil seed samples (cv 'Dimitra') exhibiting short (SCT) and long (LCT) cooking times (CT) were visually separated into brown- and green-colored categories, corresponding to mature and immature seeds, respectively. The 1000-seed mass and the percentages of maturity categories were measured in samples before they were subjected to 20-60 min CT. Absolute positive force (APF)-based texture analysis parameters were monitored during CT. OCT thresholds were established by correlating the organoleptic with the texture analyzer parameters. The averaging and weighted averaging of the texture analysis parameters, or even their modeling, failed to produce a realistic OCT due to texture values exceeding the OCT threshold. However, the modeling of the percentage of cooked seeds during CT predicted a realistic OCT, which was also validated later. In this model, all seeds (overcooked or intact, mature or immature) were taken into account. Among the texture parameters, APF better described cooking. Mature seeds softened faster and produced more overcooked seeds than did the immature seeds. The different proportions of maturity categories within the SCT and LCT seeds greatly affected the sample OCT.

Abstract from the paper’s OpenAlex record; open copy licensed cc-by. Read at the source ↗

The text the model read, with the source record’s inline markup (italics, sub- and superscripts) rendered and its character entities decoded; quote offsets refer to the raw text.

Claims 6

Associationobservedoriginal resultmeasured

Claim · model-written summary

Mature lentil seeds softened faster than immature seeds during cooking.

Taxon
LentilsLens culinarist0
Material
Mature seedse1
Outcome
softenede1
Direction
fastere1
Comparator
immature seedse1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e1

“Mature seeds softened faster and produced more overcooked seeds than did the immature seeds”

✓ located verbatim in the source · abstract, characters 1230–1321 · show in text ↑
t0

“Cooking Time of ‘Dimitra’ Lentils”

✓ located verbatim in the source · title, characters 41–74 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Mature lentil seeds produced more overcooked seeds than immature seeds during cooking.

Taxon
LentilsLens culinarist0
Material
Mature seedse1
Outcome
overcooked seedse1
Direction
moree1
Comparator
immature seedse1

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e1

“Mature seeds softened faster and produced more overcooked seeds than did the immature seeds”

✓ located verbatim in the source · abstract, characters 1230–1321 · show in text ↑
t0

“Cooking Time of ‘Dimitra’ Lentils”

✓ located verbatim in the source · title, characters 41–74 · show in text ↑
Method / resourceobservedoriginal resultpositivemeasured

Claim · model-written summary

APF better described the cooking of lentil seeds than the other texture parameters.

Taxon
LentilsLens culinarist0
Outcome
better described cookinge2
Qualifier
APFe2
Comparator
the texture parameterse2

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e2

“Among the texture parameters, APF better described cooking”

✓ located verbatim in the source · abstract, characters 1170–1228 · show in text ↑
t0

“Cooking Time of ‘Dimitra’ Lentils”

✓ located verbatim in the source · title, characters 41–74 · show in text ↑
Method / resourceobservedoriginal resultpositivesimulated

Claim · model-written summary

Modeling the percentage of cooked seeds during cooking predicted a realistic optimum cooking time for lentils.

Taxon
LentilsLens culinarist0
Outcome
predicted a realistic OCTe3
Comparator
averaging and weighted averaging of the texture analysis parameterse4

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e3

“However, the modeling of the percentage of cooked seeds during CT predicted a realistic OCT, which was also validated later”

✓ located verbatim in the source · abstract, characters 952–1075 · show in text ↑
e4

“The averaging and weighted averaging of the texture analysis parameters, or even their modeling, failed to produce a realistic OCT due to texture values exceeding the OCT threshold”

✓ located verbatim in the source · abstract, characters 770–950 · show in text ↑
t0

“Cooking Time of ‘Dimitra’ Lentils”

✓ located verbatim in the source · title, characters 41–74 · show in text ↑
Method / resourceobservedoriginal resultnegativemeasured

Claim · model-written summary

Averaging and weighted averaging of the texture analysis parameters failed to produce a realistic optimum cooking time for lentils.

Taxon
LentilsLens culinarist0
Outcome
failed to produce a realistic OCTe4
Comparator
averaging and weighted averaging of the texture analysis parameterse4

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e4

“The averaging and weighted averaging of the texture analysis parameters, or even their modeling, failed to produce a realistic OCT due to texture values exceeding the OCT threshold”

✓ located verbatim in the source · abstract, characters 770–950 · show in text ↑
t0

“Cooking Time of ‘Dimitra’ Lentils”

✓ located verbatim in the source · title, characters 41–74 · show in text ↑
Associationobservedoriginal resultmeasured

Claim · model-written summary

Different proportions of maturity categories within short and long cooking time lentil seeds greatly affected the sample optimum cooking time.

Taxon
LentilsLens culinarist0
Material
SCT and LCT seedse5
Treatment
different proportions of maturity categoriese5
Outcome
sample OCTe5

Not reportedDirection

Organisms pictured · Representative pictures of the matched species, not figures from the paper.

Lens culinaris
Lens culinaris · TaxonUser:Justinc · CC BY-SA 2.5 · Wikimedia Commons ↗

Verbatim

e5

“The different proportions of maturity categories within the SCT and LCT seeds greatly affected the sample OCT”

✓ located verbatim in the source · abstract, characters 1323–1432 · show in text ↑
t0

“Cooking Time of ‘Dimitra’ Lentils”

✓ located verbatim in the source · title, characters 41–74 · show in text ↑