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Record W4416867125 · doi:10.15353/cjo.v87i3.6570

Un siècle de formation universitaire en optométrie au Canada : la contribution de l’Université de Montréal – partie 1, de 1925 à 1990

2025· article· W4416867125 on OpenAlexaffvenueabout
Pierre Simonet, Jacques Gresset, Jean-François Bouchard

Bibliographic record

VenueCanadian journal of optometry/CJO. Canadian journal of optometry · 2025
Typearticle
Language
FieldEarth and Planetary Sciences
TopicCold Fusion and Nuclear Reactions
Canadian institutionsUniversité de Montréal
Fundersnot available
KeywordsPasserMartiniqueQualitative analysis

Abstract

fetched live from OpenAlex

Au Canada, l’année 2025 marque pour l’optométrie un siècle de formation universitaire. En effet, en juin 1925, l’Université de Montréal a accueilli, comme école affiliée, le Collège d’optométrie, administré par l’Association des optométristes et opticiens de la province de Québec. Ce centenaire est l’occasion de retracer l’histoire de l’École d’optométrie de l’Université de Montréal (ÉOUM) et d’apprécier son évolution comme établissement d’enseignement supérieur et de recherche. La première partie de ce survol historique couvre la période de 1925 à 1990 et présente les voies empruntées par l’ÉOUM pour passer d’une simple école professionnelle à une entité alignée sur les autres écoles d’optométrie nord-américaines.

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 imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.991
Threshold uncertainty score0.944

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0040.006
Science and technology studies0.0090.004
Scholarly communication0.0050.002
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0170.001

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.

Opus teacher head0.003
GPT teacher head0.200
Teacher spread0.197 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

Study designQualitative
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes3
Has abstractyes

Explore more

Same venueCanadian journal of optometry/CJO. Canadian journal of optometrySame topicCold Fusion and Nuclear ReactionsFrench-language works237,207