Bibliographic record
Abstract
Résumé Si l’histoire des relations entre socialistes et gaullistes est connue, le prisme local en donne une autre image. À partir du cas marseillais, cet article montre combien les hommes, les cultures et les configurations politiques locales façonnèrent cette histoire : au temps de l’opposition, lorsque les gaullistes emportent la mairie en 1947, succède le temps de l’alliance, entre 1953 et 1965, après la victoire du socialiste Gaston Defferre. Dès lors, la scène politique marseillaise constitue le négatif de l’histoire nationale : les gaullistes dans l’opposition, les socialistes au pouvoir. Cette histoire « par le bas » montre donc comment la Section française de l’Internationale ouvrière (SFIO) est parvenue à surmonter l’épreuve de la Cinquième République, en se repliant sur ses positions locales. A contrario , l’incapacité des gaullistes à reconquérir la mairie après 1953 est examinée à l’aune des difficultés du gaullisme à pénétrer les pouvoirs locaux.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.008 | 0.020 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.007 | 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".