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Record W4389060130 · doi:10.18162/fp.2023.779

Les conditions d’insertion professionnelle des enseignants de l’Abitibi-Témiscamingue et du Nord-du-Québec et les mesures de soutien dont ils bénéficient en début de carrière

2023· article· fr· W4389060130 on OpenAlexaffvenueabout
Aline Niyubahwe, Geneviève Sirois, Réal Bergeron

Bibliographic record

VenueFormation et profession · 2023
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversité TÉLUQUniversité du Québec en Abitibi-Témiscamingue
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

-Tmiscamingue et du Nord-du-Qubec et les mesures de soutien dont ils bnficient en dbut de carrire Formation et profession 31(2) 2023 1 sum Cet article vise comprendre les conditions d'insertion professionnelle des enseignants dbutants en Abitibi-Tmiscamingue et au Nord-du-Qubec et les mesures de soutien dont ils bnficient en dbut de carrire. Les rsultats d'une recherche mixte combinant une enqute par questionnaire et des entrevues semi-structures menes auprs de 14 enseignants et cinq exenseignants montrent que les novices s'insrent dans des conditions difficiles souvent sans soutien ni accompagnement structur. Beaucoup remettent en question leur choix de carrire et pensent souvent quitter la profession. Il en ressort qu'une meilleure insertion des novices ncessite la mise en place de dispositifs de soutien l'insertion fonds sur leurs besoins.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science 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 score0.544
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.001
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.055
GPT teacher head0.372
Teacher spread0.317 · 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 teacher head, 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

Citations1
Published2023
Admission routes3
Has abstractyes

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