Bibliographic record
Abstract
Label marked “Bibliothèque de Victor Morin”. 3.8 x 4.9 cm. Harrod & Ayearst Supp. Masson Coll. Vol. IX, #1576. \nVictor Morin was born in St. Hyacinthe, Quebec. He became a notary in 1888 and worked at his profession into his 90's. He served on many boards and committees, including the National and Historic Sites and Monuments Board (1921-24) and the Provincial Commission for Preservation of Historic Monuments from 1922. He was president of the St. Jean Baptiste Society (1915-24), a prominent numismatist and member of the Numismatic and Antiquarian Society, was elected a fellow of the Royal Society of Canada in 1916, and for thirty-three years he was treasurer of the Board of Notaries. Until the age of seventy he lectured on civil law at the University of Montreal. He published many works including Medailles d’ecernées aux Indiens, 1915. (Wallace).
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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.004 | 0.001 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.399 | 0.179 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".