Corporatisme québécois et performance des gouvernants : analyse comparative des politiques environnementales en agriculture
Bibliographic record
Abstract
L’article analyse la performance du corporatisme québécois en ce qui concerne l’élaboration des politiques gouvernementales dans un contexte qui lui apparaît peu favorable. En plus d’offrir une analyse concernant le secteur environnemental au Québec, l’article présente un examen de la situation en Ontario et en Caroline du Nord dans le même secteur. Cet examen permet d’identifier d’importants contrastes. L’analyse comparative démontre en effet que les performances environnementales de l’Ontario et de la Caroline du Nord sont inférieures à celle du Québec. Elle permet aussi d’attribuer les performances à des différences dans les structures des réseaux de politiques gouvernementales. En d’autres termes, loin d’être dépassé, le corporatisme québécois continue d’être une structure politique efficace.
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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 | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.004 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.007 | 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".