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Record W4233585295 · doi:10.15353/cjo.76.523

Éditorial

2014· article· fr· W4233585295 on OpenAlexvenueaboutno aff
B. Ralph Chou

Bibliographic record

VenueCanadian journal of optometry/CJO. Canadian journal of optometry · 2014
Typearticle
Languagefr
FieldSocial Sciences
TopicMulticulturalism, Politics, Migration, Gender
Canadian institutionsnot available
Fundersnot available
KeywordsComputer science

Abstract

fetched live from OpenAlex

Ce numéro présente un ensemble diversifié d'articles dont un rapport de cas sur la basse vision, un article sur la thérapie visuelle pour les personnes ayant des difficultés d'apprentissage et la traduction en anglais de l'article principal du dernier numéro portant sur les lentilles cornéennes pour l'aphakie pédiatrique.Nous vous présentons également un article sur la gestion de cabinet rédigé par notre plus récente contributrice, Pauline Blanchard.La pratique de l'optométrie au Canada se caractérise par sa grande diversité.À titre de cliniciens, nous traitons une grande variété de problèmes pour nos patients, ce qui exige une vaste base de connaissances pour assurer l'excellence de notre travail.La plupart de ces connaissances ne sont pas acquises dans une salle de classe à l'école d'optométrie, mais plutôt avec l'expérience de travail.Même la formation professionnelle continue ne sert que de base à l'acquisition des connaissances.il est donc important pour nous d'être en apprentissage tout au long de notre vie si nous voulons répondre aux besoins de nos patients.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.006
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies, Research integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.395
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0080.004
Science and technology studies0.0020.003
Scholarly communication0.0010.003
Open science0.0030.000
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0050.000

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 head0.056
GPT teacher head0.396
Teacher spread0.340 · 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; both teacher heads agree on what is shown here.

Study designObservational
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
Published2014
Admission routes2
Has abstractyes

Explore more

Same venueCanadian journal of optometry/CJO. Canadian journal of optometrySame topicMulticulturalism, Politics, Migration, GenderFrench-language works237,207