MétaCan
Menu
Back to cohort
Record W3023306986 · doi:10.3917/ctf.064.0107

Soutenir l’intégration sociale de jeunes vulnérables devant composer avec les défis de transition vers l’âge adulte

2020· article· fr· W3023306986 on OpenAlexaff
Marie Pauzé, Mélisa Audet, Robert Pauzé

Bibliographic record

VenueCahiers critiques de thérapie familiale et de pratiques de réseaux · 2020
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité de SherbrookeMinistère de l’Emploi et de la Solidarité Sociale (Québec)
Fundersnot available
KeywordsHumanitiesPolitical scienceSociologyArt

Abstract

fetched live from OpenAlex

Cet article porte sur deux volets de l’intervention de réseau : – celui de la mobilisation d’un réseau d’intervenants provenant de divers milieux de pratique afin de soutenir les jeunes plus vulnérables au plan social, familial et personnel devant composer avec la transition vers l’âge adulte – et la mise sur pied d’une stratégie pour soutenir le développement d’un réseau social de soutien chez ces jeunes. Trois projets spécifiques sont présentés : la formation d’un réseau de pairs aidants pour les jeunes vulnérables devant composés avec la transition à l’âge adulte, le soutien à l’insertion professionnelle pour ces jeunes et les midis conférence visant à assurer la formation continue et le réseautage des intervenants de la communauté. En guise de conclusion nous mettons l’accent sur la nécessité que ce projet soit porté par une personne qui assure le leadership du projet, anime les rencontres et s’assure du suivi des décisions. L’énergie d’entretien est fondamentale pour assurer la vitalité, la pérennité et le dynamisme des projets.

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)0.003
metaresearch head score (Gemma)0.006
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 score0.022
Threshold uncertainty score0.043

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0100.004
Scholarly communication0.0060.003
Open science0.0010.009
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0080.001

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 head0.055
GPT teacher head0.374
Teacher spread0.319 · 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

Citations2
Published2020
Admission routes1
Has abstractyes

Explore more

Same venueCahiers critiques de thérapie familiale et de pratiques de réseauxSame topicEducation, sociology, and vocational trainingFrench-language works237,207