The Community and Social Economy Movement in Québec: Development and Recognition(1989-2003)
Bibliographic record
Abstract
Axes innovations sociales, travail et emploiLes membres de l'axe travail et emploi centrent leurs travaux sur l'organisation du travail, la rgulation de l'emploi et la gouvernance des entreprises dans le secteur manufacturier, dans la fonction publique et dans l'conomie du savoir.Les recherches portent sur les dimensions organisationnelles et institutionnelles de l'emploi et du travail.Elles concernent tant les syndicats et les entreprises que les politiques publiques et s'intressent certaines thmatiques comme les stratgies des acteurs, le partenariat, la gouvernance des entreprises, les nouveaux statuts d'emploi, le vieillissement au travail, la formation et l'conomie du savoir. LES ACTIVITS DU CRISESEn plus de la conduite de nombreux projets de recherche, l'accueil de stagiaires post-doctoraux, la formation des tudiants, le CRISES organise toute une srie de sminaires et de colloques qui permettent le partage et la diffusion de connaissances nouvelles.
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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 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.008 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.012 | 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".