Des entrepreneurs qui ont « le cœur à la bonne place » : enquête sociologique sur les pratiques d’intérêt général parmi les entrepreneurs en coopératives de travail au Québec
Bibliographic record
Abstract
À partir de cas québécois, l’article illustre les apports analytiques d’une approche qualitative de sociologie de la connaissance pour l’étude des pratiques d’« intérêt général » chez des entrepreneurs en coopératives de travail. Celles-ci sont interprétées comme des réactualisations contemporaines de la logique de l’économie du don canadienne-française, et dont il s’agit d’exposer les conditions socioéconomiques d’expression et d’absence. Il est révélé que, chez les personnes en ayant fait l’apprentissage, la logique du don ne disparaît pas. Plutôt, elle se transfère ou prend de l’expansion à la mesure de l’intégration dans des réseaux de collaboration propres à ces secteurs.
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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 | 0.006 | 0.009 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.025 | 0.014 |
| Scholarly communication | 0.007 | 0.003 |
| Open science | 0.001 | 0.005 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.006 | 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".