Jean-Louis Baudouin, Yvon Renaud, Judico, Code of Civil Procedure, Montreal, Wilson & Lafleur, 2000-2001 & 2001-2002, 1215 pages (each), ISBN 2-89127-540-3 H. Brun, P. Brun, Chartes des droits de la personne, législation, jurisprudence et doctrine, 14 édition, Collection Alter Ego, Montréal, Wilson & Lafleur Ltée, 2001, 1237 pages, ISBN 2-89127-537-3 Éric Dunberry, La preuve et l’archivage des documents électroniques, Montréal, Wilson & Lafleur, 2000, 148 pages, ISBN 2-89127-517-9 Yvon Duplessis, Jean Hétu, Loi sur les cités et villes, Collection municipale et de droit public, Brossard, Publications CCH Ltée, 2001, 300 pages, ISBN 2-89366-371-0 Ysolde Gendreau (éd.), Les fictions du droit, Fictions in the Law, Montréal, Éditions Thémis, 2001, 145 pages, ISBN 2-89400-138-X Y. Jégouzo, Droit constitutionnel et institutions politiques, Annales du droit 2000, Droit public, Paris, Dalloz, 2000, 223 pages, ISBN 2-2470-4157-4 Ouvrage collectif, Code Criminel / Criminal Code, Montréal, Wilson & Lafleur Ltée, 2001, ISBN 2-89127-542-X Ouvrage collectif, La coopérative d’habitation et la loi, Montréal, Wilson & Lafleur, 2000, 314 pages, ISBN 2-89127-482-2
Bibliographic record
Abstract
Jean-Louis Baudouin, Yvon Renaud, Judico, Code of Civil Procedure, Montreal, Wilson & Lafleur, 2000-2001 & 2001-2002, 1215 pages (each), ISBN 2-89127-540-3 / H. Brun, P. Brun, Chartes des droits de la personne, législation, jurisprudence et doctrine, 14e édition, Collection Alter Ego, Montréal, Wilson & Lafleur Ltée, 2001, 1237 pages, ISBN 2-89127-537-3 / Éric Dunberry, La preuve et l’archivage des documents électroniques, Montréal, Wilson & Lafleur, 2000, 148 pages, ISBN 2-89127-517-9 / Yvon Duplessis, Jean Hétu, Loi sur les cités et villes, Collection municipale et de droit public, Brossard, Publications CCH Ltée, 2001, 300 pages, ISBN 2-89366-371-0 / Ysolde Gendreau (éd.), Les fictions du droit, Fictions in the Law, Montréal, Éditions Thémis, 2001, 145 pages, ISBN 2-89400-138-X / Y. Jégouzo, Droit constitutionnel et institutions politiques, Annales du droit 2000, Droit public, Paris, Dalloz, 2000, 223 pages, ISBN 2-2470-4157-4 / Ouvrage collectif, Code Criminel / Criminal Code, Montréal, Wilson & Lafleur Ltée, 2001, ISBN 2-89127-542-X / Ouvrage collectif, La coopérative d’habitation et la loi, Montréal, Wilson & Lafleur, 2000, 314 pages, ISBN 2-89127-482-2. Un article de la revue Revue générale de droit (Volume 32, numéro 2, 2002, p. 205-430) 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 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.004 | 0.003 |
| Scholarly communication | 0.006 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.004 | 0.004 |
| Insufficient payload (model declined to judge) | 0.065 | 0.029 |
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".