Gilles Dostaler et l’histoire de la pensée économique
Bibliographic record
Abstract
Marielle Cauchy détient une maîtrise en philosophie de l'Université de Toulouse-Le Mirail et une maîtrise en sciences de la gestion des HEC Montréal.Professeure retraitée du Cégep de Saint-Laurent, elle a occupé différentes fonctions au sein de la Fédération nationale des enseignantes et enseignants du Québec (FNEEQ-CSN).Elle a été la conjointe de Gilles Dostaler. 1Interventions économiques : Merci Marielle Cauchy d'avoir accepté cette entrevue sur Gilles Dostaler.Commençons, si vous le voulez bien, par une question d'ordre général : quelle vision avait Gilles Dostaler de l'économie politique ?Il y revient notamment dans une entrevue qu'il a donnée en 1995 1 , mais j'aimerais, vous qui avez été proche de lui, que vous précisiez sa démarche intellectuelle.
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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 | 0.009 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.010 |
| Scholarly communication | 0.006 | 0.007 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.005 | 0.007 |
| Insufficient payload (model declined to judge) | 0.014 | 0.003 |
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".