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Record W2895793604 · doi:10.7202/1056284ar

Quels sont les liens entre l’implication parentale, les conditions socioéconomiques de la famille et la réussite scolaire? : une synthèse des connaissances

2019· article· fr· W2895793604 on OpenAlexaffvenue
Enkeleda Arapi, Pierre Pagé, Christine Hamel

Bibliographic record

VenueMcGill Journal of Education / Revue des sciences de l éducation de McGill · 2019
Typearticle
Languagefr
FieldSocial Sciences
TopicParental Involvement in Education
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsHumanitiesPolitical scienceSociologyPhilosophy

Abstract

fetched live from OpenAlex

L’impact de l’implication parentale sur la réussite scolaire est étudié depuis des décennies. Plusieurs recherches reconnaissent que le statut socioéconomique est également une variable importante en matière de réussite scolaire. Il est difficile d’identifier les retombées de ces recherches, qui présentent des différences sensibles au niveau de la méthodologie, des outils utilisés et des résultats produits. Les construits théoriques que sont l’implication parentale, la réussite scolaire ou encore le statut socioéconomique de la famille sont complexes. À travers une métasynthèse, il s’agit de dégager les liens que la recherche a pu établir entre implication parentale, statut socio-économique de la famille et de la réussite scolaire.

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 categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.413
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
Bibliometrics0.0010.001
Science and technology studies0.0040.005
Scholarly communication0.0000.003
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.270
GPT teacher head0.454
Teacher spread0.184 · 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 designTheoretical or conceptual
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
Published2019
Admission routes2
Has abstractyes

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