Cinquantième anniversaire du Dictionnaire biographique du Canada Fiftieth anniversary of the Dictionnaire biographique du Canada
Bibliographic record
Abstract
Le 17 novembre, le DBC tiendra un colloque sur le thème de la biographie, ouvert à tous, à la salle 3244 (salle du conseil) du Pavillon De Koninck, à l’Université Laval, de 9 h 15 à 12 h et de 14 h à 15 h 35. Ensuite, le 18 novembre, le DBC ouvrira ses portes au public de 10 h à 16 h (salle 6455 du Pavillon Casault). Pour information : 418 656-3578 ou dbc@dbc.ulaval.ca. On 17 November the DBC will hold a colloquium on the subject of biography in Room 3244 (Salle du Conseil), Pavillon De Koninck, Université Laval, from 9:15 a.m. to noon and 2:00 p.m. to 3:35 p.m. On 18 November the DBC will open its doors to the public from 10:00 a.m. to 4:00 p.m (Room 6455, Pavillon Casault). For information: 418-656-3578 or dbc@dbc.ulaval.ca.
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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 | 0.007 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.007 | 0.008 |
| Science and technology studies | 0.010 | 0.002 |
| Scholarly communication | 0.010 | 0.002 |
| Open science | 0.002 | 0.003 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.182 | 0.025 |
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".