GÉNERO Gynoxys CASS (ASTERACEAE) EN EL DEPARTAMENTO DE AMAZONAS, PERÚ: DISTRIBUCIÓN Y NUEVOS REGISTROS
Bibliographic record
Abstract
En este estudio presentamos las especies del género Gynoxys registrados en el departamento de Amazonas, Perú. Desde marzo del 2021 hasta octubre del 2023 se realizó un trabajo de revisión de exsicatas conservados en herbarios nacionales, base de datos virtuales de herbarios internacionales y colectas de campo en diferentes localidades. Se reporta 22 especies de Gynoxys en Amazonas, de los cuales dos son registros nuevos para Perú y seis son primeros reportes para Amazonas. El género muestra una distribución principalmente en la zona sur del departamento, habitando principalmente en páramos y bosques altimontanos de las Yungas, situados mayormente por sobre los 2900 m s.n.m.
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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 | 0.001 | 0.001 |
| 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".