Pensée analogique et dynamiques de la forme chez Paul Valéry : modèles, forces, diagrammes
Bibliographic record
Abstract
Cette étude aborde la question de l’analogie chez Paul Valéry sous l’angle épistémologique, en tant que mécanisme de pensée favorisant la production de « continuités » entre domaines hétérogènes. Exposée dans l’Introduction à la méthode de Léonard de Vinci, ce qui deviendra la méthode de Valéry vise à restaurer une forme de continuité entre les arts et les sciences d’un côté, entre l’art et la nature (phusis et technè) de l’autre. Dans la présente étude, la méthode analogique de Valéry est abordée à travers une triade méthodologique : modèles, forces et diagrammes sont envisagés comme trois opérateurs de continuité qui empruntent la voie de l’analogie pour permettre la circulation « au travers des séparations, des cloisonnements », pour se déplacer « dans une quantité de structures » et ainsi réaliser l’unité de la méthode.
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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 | 0.004 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.003 | 0.019 |
| Scholarly communication | 0.006 | 0.012 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| 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".