PRELIMINARY OBSERVATIONS OF COCCOLITHOPHORES IN ALFONSO BASIN, BAHIA DE LA PAZ, (GULF OF CALIFORNIA, MEXICO)
Bibliographic record
Abstract
El nanoplancton calcáreo, por su tamaño pequeño (micras) ha sido poco estudiado y se desconoce su diversidad en el Pacífico Mexicano, especialmente en el Golfo de California. Muestras de la columna de agua fueron colectadas entre 0 y 75 m durante enero, mayo y agosto del 2008, a fin de conocer la variabilidad taxonómica de este grupo. En esta contribución inicial, presentamos el listado de los 27 taxones encontrados en la Cuenca Alfonso, Bahía de La Paz, así como una breve discusión sobre su diversidad. Durante el periodo estudiado las especies más frecuentes y abundantes fueron Emiliania huxleyi y Gephyrocapsa oceanica.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.005 | 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".