Colección de polen, desarrollo de colonias y parámetros ambientales en abejas Scaptotrigona hellwegeri (Hymenoptera: Meliponini)
Bibliographic record
Abstract
Se estudió la recolección de polen, la influencia de parámetros ambientales y la ganancia de peso en colonias de Scaptotrigona hellwegeri. Se registró la entrada de abejas con polen por 5 min cada hora en el periodo diurno de manera quincenal durante 9 meses. Se determinó la hora de inicio, finalización y periodo del día en que las abejas estuvieron ingresando más polen. Los parámetros ambientales se relacionaron con la recolección de polen y las colonias se pesaron mensualmente. La hora de inicio y finalización de recolección de polen fue a las 8:00 y 21:00 h, con un pico de colecta entre las 11:00 y las 17:00 h. La temperatura, intensidad de luz, humedad relativa y velocidad del viento, tuvieron una relación moderada con la actividad de colecta. En enero las colonias presentaron un ligero aumento de peso y en enero y mayo se observó una mayor recolección de polen.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".