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Record W4411194025 · doi:10.7202/1118252ar

Néoruralité, éducation et culture : une analyse qualitative et intersectorielle des déterminants de la littératie dans une communauté rurale

2025· article· fr· W4411194025 on OpenAlexaff
Sébastien Ouellet

Bibliographic record

VenueMultimodalité(s) : · 2025
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité du Québec à Rimouski
Fundersnot available
KeywordsSociologyHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Les recherches sur la littératie montrent que celle-ci se définit de plus en plus dans sa dimension collective et communautaire (Moreau et al ., 2020). Dans cette perspective, la recherche dont il est question dans cet article cible l’étude du phénomène de la littératie dans le contexte spécifique des communautés rurales, dont certaines sont particulièrement isolées et défavorisées. Pour mieux comprendre la littératie en milieu rural, nous avons utilisé un cadre de référence intersectoriel fondé sur les notions de littératie communautaire, de néoruralité et de culture. Au moyen d’une analyse qualitative, nous avons combiné plusieurs indicateurs quantitatifs de nature collective et individuelle pour une communauté rurale ciblée. Le croisement de ces indicateurs a permis de comprendre la complémentarité de déterminants socioéducatifs; il a permis aussi de mieux cerner l’imbrication des domaines socioéconomiques, éducatifs et culturels qui interviennent dans le développement des compétences en littératie des individus, en particulier lorsqu’ils évoluent dans un milieu rural dévitalisé.

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)0.007
metaresearch head score (Gemma)0.003
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: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.199
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.004
Scholarly communication0.0000.001
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 head0.169
GPT teacher head0.543
Teacher spread0.374 · 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
Published2025
Admission routes1
Has abstractyes

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