Mouvement étudiant du printemps 2012 au Québec : exploration du répertoire d’action mobilisé
Bibliographic record
Abstract
Au printemps 2012, la ville de Montréal et l’ensemble du Québec ont été balayés par la mobilisation massive des étudiants de niveau postsecondaire, et même secondaire, qui s’opposaient à la hausse des frais de scolarité annoncée par le gouvernement provincial libéral de Jean Charest. Ce qui est devenu la plus longue et importante grève étudiante de l’histoire du Québec s’est transformé en véritable « crise sociale » sans précédent. Cet article poursuit l’objectif général de caractériser le répertoire d’action collective mis en avant par ce mouvement en s’intéressant particulièrement à la relation entre ces actions collectives et le territoire urbain de la ville de Montréal. Sur le plan méthodologique, nous voulons participer au débat entourant l’utilisation de la presse écrite et de l’analyse événementielle en tant que stratégie de recherche.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.018 | 0.008 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.011 | 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".