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Record W4241019401 · doi:10.7202/1084612ar

Le développement des méthodes de verbalisation de l’action : un apport certain à la recherche qualitative

2013· article· fr· W4241019401 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
venuePublished in a venue whose home country is Canada.

Bibliographic record

VenueRecherches qualitatives · 2013
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité de Sherbrooke
Fundersnot available
KeywordsQualitative analysisQualitative researchSociologyAnthropology

Abstract

fetched live from OpenAlex

Devant les limites inhérentes de l’observation du comportement, la verbalisation de l’action a connu un essor remarquable au cours des dernières décennies auprès de chercheurs s’intéressant à la dimension privée des activités et des pratiques humaines. Passant du statut de méthode complémentaire, voire de pis-aller méthodologique, à celui de véritable stratégie de recherche, la verbalisation de l’action se reconnait aujourd’hui dans une panoplie de techniques et de méthodes qui endossent les postulats de l’approche qualitative de nature compréhensive. Notre contribution vise à présenter un éventail de techniques et de méthodes de verbalisation de l’action, regroupées selon leur paradigme épistémologique, à faire ressortir la nature des données qu’elles prétendent fournir et à montrer en quoi certains de ces outils méthodologiques, ceux conçus en appui sur les balises de l’approche compréhensive, constituent un apport certain à la recherche qualitative.

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.

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)0.133
metaresearch head score (Gemma)0.065
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Methods · Consensus signal: Methods
Teacher disagreement score0.304
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.1330.065
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.003
Scholarly communication0.0000.001
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 head0.934
GPT teacher head0.662
Teacher spread0.272 · 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