Distribución espacial de huracanolitos en las costas de Cuba
Bibliographic record
Abstract
Los bloques transportados o movidos por la energía de grandes olas han sido objeto de investigaciones en diferentes zonas geográficas del planeta, incluidas algunas áreas del Caribe. En Cuba, otros autores han identificado sectores costeros con la presencia de estas acumulaciones; no obstante, un proyecto insertado en el Programa Nacional “Caracterización Integral de la Geología de Cuba”, permitió realizar una actualización de estos depósitos en zonas costeras. El principal objetivo de este trabajo consistió en elaborar un nuevo mapa nacional con la distribución espacial de los huracanolitos. La importancia de este resultado radica en la conexión con los eventos de oleaje extremo que han impactado en la costa cubana, tanto en el pasado como en el presente, tema que, al mismo tiempo, tiene estrecha relación con la Tarea Vida, especialmente con la Prevención de Riesgos de Desastres en el litoral costero de Cuba.
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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 | 0.002 | 0.004 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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".