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Record W3195644612 · doi:10.7202/1096939ar

Difficulté scolaire : ce qu’en disent élèves, parents et professionnels de l’éducation

2023· preprint· fr· W3195644612 on OpenAlexvenueno aff
Gérald Delelis, Caroline Desombre, Marc Lachal, Françoise Gaillet, Laura Antoine, Eugène Urban

Bibliographic record

VenueRevue de psychoéducation · 2023
Typepreprint
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsnot available
Fundersnot available
KeywordsSociologyPolitical scienceHumanitiesPsychologyArt

Abstract

fetched live from OpenAlex

Malgré une volonté d’objectivité, l’évaluation des élèves en difficulté scolaire est, en partie, influencée par les représentations sociales de la difficulté scolaire que les évaluateurs possèdent. Cette étude vise à analyser ces représentations pour divers acteurs du système éducatif à savoir des élèves, des parents d’élèves, des enseignants et des psychologues scolaires. Les résultats indiquent que la difficulté scolaire se décline sous divers aspects : problèmes liés à la famille, aux pairs, à l’école, caractéristiques personnelles (personnalité, troubles cognitifs, comportements), culture et aide à apporter. Par ailleurs, ces différentes catégories ne se retrouvent pas de manière équivalente en fonction des groupes même si les explications internes sont prédominantes dans les descriptions. Les implications de ces représentations contrastées sont discutées.

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)0.008
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.514
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0080.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.356
GPT teacher head0.521
Teacher spread0.165 · 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 routes1
Has abstractyes

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