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Record W4406170182 · doi:10.1007/s44187-025-00272-2

Influence of spouting period on microbiological and nutritional attribute of sesame seed flour

2025· article· en· W4406170182 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueDiscover Food · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicSesame and Sesamin Research
Canadian institutionsGeorge Brown College
Fundersnot available
KeywordsFood sciencePeriod (music)MathematicsChemistryPhysics

Abstract

fetched live from OpenAlex

This present research was carried out to study the effects of spouting periods on the, proximate composition, mineral content, ant-nutritional factor and microbiological content of sprouted sesame flour. Sesame seeds were soaked in water for 6 h and sprouted for period of 0 h, 24 h, 48 h, 72 h and 96 h. The sprouted seeds were dried at 70 °C for 55 min and milled into flour. The flour was assayed for proximate composition, mineral content, anti-nutrient content and microbiological using standard methods. Results showed that increasing the spouting periods of sesame seed significantly (P < 0.05) increased the protein (28.92–44.21 g/100 g) and ash (9.13–9.93 g/100 g) but decreased moisture (8.02–4.67 g/100 g), crude fibre (13.89—9.82 g/100 g), carbohydrate (16.75–4.10 g/100 g) and crude fat (23.29–23.27 g/100 g) of the flour respectively. The same applies for the mineral contents; calcium (460.07–477.07 mg/100 g) magnesium (390.06–419.07 mg/100 g). From 0 to 96 h sprouting time, the viable count increased from 6.40 ± 0.04 × 10 3 to 8.20 ± 0.05 × 10 3 cfu/g, yeast count from 7.60 ± 0.07 × 10 3 to 7.82 ± 0.04 × 10 3 cfu/g, and mold count from 18.44 ± 1.08 × 10 3 to 24.15 ± 1.34 × 10 3 cfu/g respectively with no Coliform counts. The data obtained was within the standard acceptable microbiological limit. The study has shown that increase in sprouting period improved the nutrient and microbiota composition of the sesame seed flour.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.695
Threshold uncertainty score0.130

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.019
GPT teacher head0.252
Teacher spread0.233 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it