Análisis de las falencias del sector apicultor en la provincia del Guayas
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
El sector de la miel de abeja en otros países es muy dinámico y desarrollado, pero en el Ecuador es otra la realidad, en especial en la provincia del Guayas que, aunque es una provincia apta para la apicultura no está siendo explotada de manera correcta causando así un desabastecimiento en el mercado el cual es cubierto con importaciones provenientes de China, México, Perú y Argentina, otro principal problema es el número total de mieles adulteradas que en algunos casos son difíciles de identificar por el consumidor. En el presente trabajo se hace un análisis del sector (producción. comercialización, marcas, precios, producto de origen) para así dar una mayor compresión al lector de la realidad por la cual atraviesa el sector apicultor.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.001 | 0.001 |
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