Dynamique de développement et construction partenariale de l’entreprise d’économie sociale : l’exemple de la Caisse de la Culture
Bibliographic record
Abstract
Cette recherche se propose d’explorer le processus de développement de l’entreprise d’économie sociale issue d’un partenariat fondateur. Nous nous intéressons plus particulièrement à la façon dont l’entreprise d’économie sociale opère, à travers ses choix d’orientation et organisationnels, l’équilibre entre ses besoins propres de développement et les besoins spécifiques de son partenaire de fondation. La Caisse d’économie Desjardins de la Culture constitue le terrain d’investigation. Le rôle de cette organisation, issue d’un partenariat avec l’Union des artistes (UDA), est passé de celui de prestataire de services aux membres de l’UDA à celui d’agent de développement du milieu de la culture. En décrivant les étapes et leviers de ce passage, nous nous attachons à comprendre le mécanisme d’autonomisation de l’organisation par rapport à son partenaire d’origine.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.006 | 0.018 |
| Scholarly communication | 0.012 | 0.004 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.006 | 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".