Political Mobilization and Citizen Engagement in Canada
Bibliographic record
Abstract
Le colloque « Mobilisations politiques et prises de parole citoyenne au Canada », parrainé par le Groupe d’histoire politique (GHP) de la Société historique du Canada (SHC), permettra de montrer l’état de l’avancement des travaux québécois et canadiens dont les objets d’études touchent à l’histoire politique.Le comité organisateur et scientifique du colloque propose aux chercheurs de faire porter leur analyse sur l’un des sujets suivants, dont l’aire géographique est le Canada, mais dont les comparaisons avec d’autres sociétés ne sont surtout pas exclues : les groupes de pression ; les mouvements sociaux et leur rapport de force avec l’État ou les responsables politiques ; le militantisme politique de certains individus ; des événements ayant suscité de grandes mobilisations citoyennes ; la culture politique et ses différentes transformations ; l’histoire de la démocratie participative; les idées et discours politiques ; les transformations de l’État et de ses appareils ; etc.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.008 |
| Science and technology studies | 0.019 | 0.005 |
| Scholarly communication | 0.008 | 0.002 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.017 | 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".