Bibliographic record
Abstract
Résumé Aline Chalufour (1899-1989) est une des femmes les plus atypiques parmi celles qui ont intégré la magistrature après-guerre. Avocate, docteure en droit, spécialiste de droit public international, polyglotte, elle représente les réseaux d'information gaullistes en Amérique du Nord durant la Seconde Guerre mondiale. À la Libération, elle suit François de Menthon au ministère de la Justice, puis dans l'équipe française au procès des dignitaires nazis à Nuremberg. En 1949, cette femme engagée, catholique sociale et féministe, est nommée juge dans une petite juridiction du nord de la France. Elle se trouve alors confrontée à un milieu conservateur et hostile, qui lui reprochera de « porter atteinte au prestige du tribunal ». Aline Chalufour, « très distinguée, d'excellente éducation », est confrontée à une magistrature d'hommes d'un autre temps.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.007 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.035 | 0.006 |
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".