Efectos Ambientales y Socieconómicos de los Procesos Productivos del Café y del Banano: Una Mirada Multifactorial
Bibliographic record
Abstract
Durante el siglo XX y hasta la actualidad la produccion del sector agricola y en particular de los subsectores de cafe y banano han jugado un importante papel en la economia antioquena, tanto en la generacion de empleo y divisas, como en la construccion de una cultura asociada a ambos sectores. Las investigaciones realizadas por diversas instituciones en ambos subsectores si bien han orientado la introduccion de mejoras en la produccion, han dejado de lado un analisis comparativo de ambos subsectores con miras a la identificacion politicas propendan por el mejoramiento conjunto de ambos procesos productivos en aspectos de indole socioeconomico, y ambiental. El articulo presenta los resultados y conclusiones de un analisis comparativo de los procesos productivos del cafe y el banano en el departamento de Antioquia, desde los aspectos socioeconomico y ambiental, haciendo uso de una metodologia de analisis factorial (cuantitativo).
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".