Michel BASTARACHE, Andréa BOUDREAU OUELLET, Précis du droit des biens réels, 2 édition, Montréal, Yvon Blais, 2001, 351 pages, ISBN 2-89451-517-0 Kimberley Fiume, Theo Anne Opie, Questions et réponses en gestion de la paie, 2 édition, Brossard, Publications CCH Ltée, 2002, 172 pages, ISBN 2-89-366-387-7 Yves Jégouzo (dir.), Droit des affaires et droit commercial, Annales du droit, Paris, Dalloz, 143 pages, ISBN 224-704160-4 Louis Jolin, Georges LeBel, L’association : du contrôle à la liberté ?, Montréal, Wilson & Lafleur, 2001, 168 pages, ISBN 2-920831-86-0 Denys-Claude Lamontagne, Caroline Marion, Les Droits sur les mutations immobilières, Montréal, Yvon Blais, 2001, 215 pages, ISBN 2-89451-508-1 S. Rousseau, Droit et nouvelle économie du savoir, Montréal, Thémis, 2000, 177 pages, ISBN 2-89400-134-7 Pierre Roy, Joël Mercier, Collection municipale et de droit public. Manuel de l’élu municipal, 3 édition, Brossard, Publications CCH, 2002, 219 pages, ISBN 2-89366-382-6 Daniel Sterckk, Jean-Louis Ledoux, dir., Mélanges offerts à Roland De Valkeneer, Bruxelles, Bruylant, 2000, 551 pages, ISBN 2-8027-1357-4
Bibliographic record
Abstract
Michel BASTARACHE, Andréa BOUDREAU OUELLET, Précis du droit des biens réels, 2e édition, Montréal, Yvon Blais, 2001, 351 pages, ISBN 2-89451-517-0 / Kimberley Fiume, Theo Anne Opie, Questions et réponses en gestion de la paie, 2e édition, Brossard, Publications CCH Ltée, 2002, 172 pages, ISBN 2-89-366-387-7 / Yves Jégouzo (dir.), Droit des affaires et droit commercial, Annales du droit, Paris, Dalloz, 143 pages, ISBN 224-704160-4 / Louis Jolin, Georges LeBel, L’association : du contrôle à la liberté ?, Montréal, Wilson & Lafleur, 2001, 168 pages, ISBN 2-920831-86-0 / Denys-Claude Lamontagne, Caroline Marion, Les Droits sur les mutations immobilières, Montréal, Yvon Blais, 2001, 215 pages, ISBN 2-89451-508-1 / S. Rousseau, Droit et nouvelle économie du savoir, Montréal, Thémis, 2000, 177 pages, ISBN 2-89400-134-7 / Pierre Roy, Joël Mercier, Collection municipale et de droit public. Manuel de l’élu municipal, 3e édition, Brossard, Publications CCH, 2002, 219 pages, ISBN 2-89366-382-6 / Daniel Sterckk, Jean-Louis Ledoux, dir., Mélanges offerts à Roland De Valkeneer, Bruxelles, Bruylant, 2000, 551 pages, ISBN 2-8027-1357-4. Un article de la revue Revue générale de droit (Volume 32, numéro 4, 2002, p. 847-1047) diffusée par la plateforme Érudit.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.110 | 0.062 |
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".