Lentils: A Recent Review on Global Trade and Popular Regional Cuisines
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
ABSTRACT Lentils that are considered powerhouse of healthy calories are traditionally consumed in different regions of the world. With the increasing awareness regarding lentils' health‐related benefits, it is getting popular among people of all ages. The rising demand also necessitated the increase in global lentil production with Canada grabbing the top rank among the global producers. This review discussed lentil's trade‐related statistics, along with in depth details of various popular cuisines, and consumption patterns observed in Asia, Middle East, Africa, the United States, Canada, Europe, and Mediterranean region. Lentils are added as ingredient in soups, rice cuisines, pasta, flat breads, salads, nuggets, and burger patties and thus carry its name throughout the food menus from appetizers and salads to main course meals.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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