Novedades para la brioflora de la Sierra de Gredos (Sistema Central, España), con especial énfasis en la comunidad de Extremadura.
Bibliographic record
Abstract
En este artículo se presentan numerosas novedades corológicas de interés, basadas en las colectas llevadas a cabo durante los años 2016 y 2017 en los pisos oro y crioromediteráneo de la sierra de Gredos, zonas que habían sido escasamente colectadas. Entre los resultados destacamos el hallazgo de Douinia ovata, desconocida de la región mediterránea española, y de Sciuro-hypnum reflexum y Tortula hoppeana, nuevos para el Sistema Central en su conjunto. Destacamos también 4 hepáticas y 24 musgos nuevos para la Comunidad Autónoma de Extremadura, así como otras no conocidas para la sierra de Gredos o las provincias de Ávila o Salamanca. Por último, se incluyen citas de nuevas poblaciones de briófitos muy raros en Gredos o el Sistema Central en su conjunto
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".