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Record W2075610464 · doi:10.7202/1027588ar

Proposition de lignes directrices pour la formation à l’offre active des futurs professionnelles et professionnels en santé et en service social oeuvrant en situation francophone minoritaire

2014· article· fr· W2075610464 on OpenAlexaffvenueabout
Claire‐Jehanne Dubouloz, Josée Benoît, Paulette Guitard, Lucie Brosseau, Jacinthe Savard, Lucy-Ann Kubina, Marie Drolet

Bibliographic record

VenueReflets Revue d’intervention sociale et communautaire · 2014
Typearticle
Languagefr
FieldHealth Professions
TopicInterprofessional Education and Collaboration
Canadian institutionsFrancophone University AssociationUniversity of Ottawa
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Cet article présente des lignes directrices qui guident la formation des futurs professionnelles et professionnels des services sociaux et de santé dans le but d’inclure l’apprentissage du concept d’offre active de services dans les programmes universitaires et collégiaux de formation. Ce concept de soins et de services permet de mieux répondre aux besoins des communautés francophones en situation minoritaire. Fondées sur une recension d’écrits et les résultats d’un sondage réalisé auprès du corps professoral des programmes francophones de santé et de service social au Canada, ces lignes directrices identifient les appuis nécessaires au niveau de l’institution, des facultés, des programmes d’études et du corps professoral pour cette intégration du concept d’offre active de services sociaux et de santé en français dans les programmes de formation.

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)0.009
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Methods · Consensus signal: none
Teacher disagreement score0.080
Threshold uncertainty score0.158

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0090.008
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0020.001
Science and technology studies0.0070.006
Scholarly communication0.0070.005
Open science0.0010.006
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0190.003

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 head0.025
GPT teacher head0.410
Teacher spread0.385 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreMethods

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

Citations9
Published2014
Admission routes3
Has abstractyes

Explore more

Same venueReflets Revue d’intervention sociale et communautaireSame topicInterprofessional Education and CollaborationFrench-language works237,207