Philanthropie de changement social et démarches de développement territorial au Québec : quels types de proximité caractérisent leurs rapports ?
Bibliographic record
Abstract
La présence de la philanthropie de changement social dans le financement des démarches de développement territorial devient de plus en plus importante. Moins restrictive et plus flexible, elle a ainsi tendance à suppléer aux subventions étatiques souvent jugées plus strictes, voire contraignantes, tout en étant moins accessibles. Même si cette nouvelle propension vers la philanthropie semble un atout pour le développement des communautés, elle n’en demeure pas moins pour autant exempte de questionnement. Cet article fait état des formes et des impacts de la relation de proximité entre la philanthropie de changement social et les démarches de développement territorial qui regroupent des acteurs individuels et collectifs engagés pour améliorer les conditions de vie de la population.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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 teacher head, 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".