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Record W4231040762 · doi:10.7202/1084632ar

Le point de vue du chercheur-créateur sur la question méthodologique : une démarche allant de l’énonciation de ses représentations à sa compréhension

2013· article· fr· W4231040762 on OpenAlexaffvenueabout
Diane Laurier, Nathalie Lavoie

Bibliographic record

VenueRecherches qualitatives · 2013
Typearticle
Languagefr
FieldSocial Sciences
TopicEducation, sociology, and vocational training
Canadian institutionsUniversité du Québec à Chicoutimi
Fundersnot available
KeywordsSociologyHumanitiesPhilosophy

Abstract

fetched live from OpenAlex

Cet article porte sur la compréhension qu’ont les chercheurs-créateurs de la méthodologie de la recherche en création. Au Québec, la dernière décennie a été marquée par plusieurs débats portant sur la recherche en création afin de la définir et d’en circonscrire les paramètres. La question méthodologique, qui lui est intrinsèquement liée, a pour sa part connu un intérêt encore plus vif, car il semble exister chez les chercheurs-créateurs une résistance pouvant aller jusqu’à son omission au sein des thèses de doctorat ou des rapports de recherche. Nous avons voulu dresser une sorte de bilan de la situation en procédant à une vaste enquête qui a commencé par l’énonciation des représentations des chercheurs-créateurs pour se terminer par leur compréhension approfondie de la méthodologie de la recherche en création.

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)0.048
metaresearch head score (Gemma)0.056
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow)
Consensus categoriesMetaresearch
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.220
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0480.056
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.002
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 head0.521
GPT teacher head0.556
Teacher spread0.035 · 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 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

Citations5
Published2013
Admission routes3
Has abstractyes

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