CAMBIO DE CULTIVOS DE AGUACATE TRADICIONALES POR ORGÁNICOS, APROVECHANDO LAS EXENCIONES TRIBUTARIAS POR LA MATRIZ PRODUCTIVA EN LA PROVINCIA DE PICHINCHA.
Bibliographic record
Abstract
El presente articulo academico pretende demostrar los beneficios que se obtiene al cultivar de una forma mas agradable para el medio ambiente y para la salud de los consumidores. Permitiendo que los productores de cultivos organicos de aguacate HASS puedan exportar sus productos hacia diversos mercados como Canada, Argentina, Colombia, la Union Europea y Estados Unidos, paises cuyos consumidores tienen una mayor conciencia ambiental y asi mismo desean mejor su salud. El gobierno ecuatoriano fomenta y apoya este tipo de iniciativas, permitiendoles a los productores accesos a creditos, exoneraciones pagos de Impuesto de Salida, exoneracion de pago del Anticipo Minimo del Impuesto a la Renta, reduccion de 10 puntos de la tarifa del Impuesto a la Renta, entre otros
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 machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".