Nouvelles mentions de cyprinidés sur la Côte-Nord
Bibliographic record
Abstract
Le présent article décrit les résultats d’inventaires et d’observations ichtyologiques réalisés dans la région de la Côte-Nord, Québec, au cours des mois d’août 2013 et 2014. Au total, 13 espèces de poissons ont été capturées, parmi lesquelles on trouve le méné ventre-citron (Chrosomus neogaeus), le méné à nageoires rouges (Luxilus cornutus), le méné à museau noir (Notropis heterolepis) et le mulet à cornes (Semotilus atromaculatus). Des recherches dans la littérature ichtyologique de même que dans les bases de données muséales et gouvernementales indiquent qu’il s’agirait de premières mentions ou d’extensions de l’aire de répartition de ces espèces sur la Côte-Nord. Une discussion est aussi présentée sur le potentiel qu’offrent les bases de données en ligne pour préciser l’aire de répartition connue de la faune aquatique du Québec.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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".