Development and evaluation of a fermented coconut water beverage with potential health benefits
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.
Bibliographic record
Abstract
Coconut water is a liquid obtained from coconuts (Cocos nucifera L.) with natural hydrating qualities, functional health properties and nutritional benefits. The aim of this work was to develop an innovative, non-dairy, fermented functional beverage using coconut water as the main ingredient for providing the intrinsic health properties. Among seven autochthonous lactic acid bacteria strains isolated from natural fermentation of coconut water, Lactobacillus plantarum was selected due to its inhibitory activity against some pathogens and its characteristics that favor survival under some technological and gastrointestinal conditions. The fermentation was carried out for 8 h at 37 °C in the presence of yeast extract, soy protein hydrolysate and sucrose. Coconut water is a non-dairy substrate that can be introduced as a new vehicle for the consumption of functional cultured beverage, especially by vegans and/or vegetarians and lactose intolerant consumers.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it