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Record W7135019470 · doi:10.7202/1123094ar

Démarche autobiographique en petit groupe avec des jeunes en situation de raccrochage scolaire : une pédagogie des opprimé.e.s en travail social de groupe

2025· article· fr· W7135019470 on OpenAlexaff
François-Xavier Charlebois, Antoine Dubé-Poitras, Mélissa Roussel

Bibliographic record

VenueIntervention · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsMinistère de l’Emploi et de la Solidarité Sociale (Québec)
Fundersnot available
KeywordsSocial institutionSocial EducationSocial environment

Abstract

fetched live from OpenAlex

Cet article présente le récit réflexif d’une expérimentation d’une démarche autobiographique en petit groupe (DAPG) menée en 2019 avec un groupe de jeunes adultes en situation de raccrochage scolaire. Ce groupe était animé au moyen d’une approche d’éducation populaire par des travailleurs.euses communautaires d’un organisme communautaire autonome, le Bureau de consultation jeunesse. Les retombées et les limites de cette démarche sont analysées sous l’angle des idées fortes de la pédagogie des opprimé.e.s de Freire et de la méthodologie du travail social de groupe. Ce bilan réflexif permet, d’une part, de concevoir la DAPG comme une méthode spécifique en travail social de groupe et, d’autre part, de discuter des défis de la mise en action des concepts de la pédagogie des opprimé.e.s.

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)0.004
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.051

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0090.010
Scholarly communication0.0040.003
Open science0.0010.006
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0090.001

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 head0.117
GPT teacher head0.443
Teacher spread0.325 · 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 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 routes1
Has abstractyes

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