Écologie sociale et évolution : essai de synthèse de travaux sur les rapports entre l’évolution biologique et l’évolution sociale
Bibliographic record
Abstract
Les travaux sur les rapports entre l'évolution biologique et l'évolution sociale se font de plus en plus nombreux. Cet article constitue un essai pour rassembler certains d'entre eux sous la forme d'une hypothèse de travail qui spécifie un rapport global d'intégration et des rapports spécifiques d'émergence, de relaiement et de dégradation entre ces deux évolutions. Le rapport de dégradation fait référence à la crise écologique et à la nécessité de comprendre et de contrôler le processus de l'évolution. Dans ce sens, l'article montre, par ses absences et ses vides, tout le travail à faire pour développer une connaissance unifiée de l'évolution.
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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 | 0.008 | 0.012 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.010 | 0.009 |
| Science and technology studies | 0.003 | 0.015 |
| Scholarly communication | 0.011 | 0.012 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.008 | 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".