Bibliographic record
Abstract
Mars 1967: un puissant vent de changement souffle sur la province? Si la revolution est neanmoins tranquille, l'existence de Maurice Berger, professeur de college a Saint-Hyacinthe, est secouee de veritables bouleversements. Sa fille Marie-Andree, la prunelle de ses yeux, qu'il eleve seul depuis la mort de son epouse quatre ans auparavant, noue une relation sentimentale avec le jeune Jeannot, apprend a conduire et prendra bientot son envol pour aller etudier a Montreal? Mais si son c?ur de pere saigne a l'idee de cette separation, Maurice ne peut s'empecher de se rejouir en pensant que sa nouvelle liberte va lui permettre de vivre plus facilement son idylle avec Diane, une serveuse de cafe. Dans ses bras, le professeur espere oublier la fascination secrete et coupable qu'il eprouve pour Jeanne, l'epouse de son collegue Emile, un pretre recemment defroque. Y parviendra-t-il? A l'heure ou les cheveux s'allongent tandis que les robes raccourcissent, les desirs les plus profondement enfouis emergent?
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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.003 |
| Scholarly communication | 0.007 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.004 | 0.005 |
| Insufficient payload (model declined to judge) | 0.103 | 0.032 |
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".