Seguimiento y análisis al comportamiento de la mancha de madurez en plantación de banano tipo Cavendishvalery en la Finca El Paso, Apartadó, Antioquia
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
The behavior of the ripening stain was monitored and analyzed in banana plantations for export at Finca El Paso of the company PLANTÍOS S.A.S., located at km 2 via Carepa-Antioquia, municipality of Apartadó, in Urabá Antioqueño. The farm has established the Cavendish-Valery banana clone, in a production area of 217.5 ha, divided into three sections: El Paso with 75.14 hectares (lots 1-15), El Golpe Section with 67.53 hectares (lots 16 - 28), and finally the Lutina Section with 72.77 hectares (lots 29 - 43). In the period from February 19, 2019 to August 19, 2019, the activities carried out were: carrying out in-band waste analysis during the production process, determination of losses due to defects during the production process. All activities take place on time. The most common defects represented in productivity losses, corresponded to spots of maturity, malformation and management and field scars; Being the stain of maturity the defect as significant in the plantation generating a variable of high era in the farm and the loss of usable boxes due to this defect.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.002 | 0.003 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.004 | 0.003 |
| Insufficient payload (model declined to judge) | 0.001 | 0.002 |
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