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Record W4415325581 · doi:10.5539/jfr.v15n1p16

Improving the Physicochemical and Sensory Characteristics of Plantain “Konkondé” towards Adding Value to Traditional Products

2025· article· W4415325581 on OpenAlexvenueno aff
N’Guessan Clementine Alexandra Assahore, Kouadio Claver Degbeu, Yapi Elisée Kouakoua, Yao Denis N’Dri

Bibliographic record

VenueJournal of Food Research · 2025
Typearticle
Language
FieldMedicine
TopicGinkgo biloba and Cashew Applications
Canadian institutionsnot available
Fundersnot available
KeywordsElasticity (physics)Sensory systemTexture (cosmology)OrganolepticCLARITYStarchMoisture

Abstract

fetched live from OpenAlex

These samples of “konkondé” were subjected to textural, calorimetric, sensory and biochemical analysis. The results obtained from theImproving the brittle texture and dark colour of plantain “konkondé” is a lever for meeting consumer demands and promoting this met. The aim is therefore to help add value to plantain “konkondé” by improving its texture and clarity. To this end, cassava flour was used as a binding and clarifying agent for plantain “konkondé” at proportions of 0% (FB), 30% (FBM30) and 50% (FBM50), respectively. The “konkondé” was prepared by cooking with water under kneading until the paste was obtained. statistical analyses showed an increase in elasticity (elasticity FB = 7.59 ± 1.02 mm; elasticity FBM30 = 9.95 ± 0.12 mm and elasticity FBM50 = 11.71 ± 0.06 mm) and clarity (L*FB = 40.7±0.38; L* FBM30 = 51.23±0.66; L* FBM50 = 57.4±0.66) in proportion to the addition of cassava flour. Of these three samples, the “konkondé” FBM30 was the most accepted by panellists with a rating of 7 on a scale of 9. This “konkondé” contains 0.81±0.11% protein; 0.12±0.02% lipid; 0.11±0.01% fibre; 0.69±0.09% ash; 23.19±2.00% carbohydrate and has an energy value of 97.08±2.88%. Its potassium, phosphorus, magnesium, calcium and iron concentrations are 281.99 ± 2.26 mg/100g; 85.51 ± 1.24 mg/100g; 22.90 ± 0.88 mg/100g; 41.42 ± 0.48 mg/100g and 1.77 ± 0.03 mg/100g, respectively. Incorporation of cassava flour improves the texture and colour of plantain “konkondé”

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.

How this classification was reachedexpand

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)0.003
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.058
Threshold uncertainty score0.751

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.002
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 head0.099
GPT teacher head0.371
Teacher spread0.272 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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