MétaCan
Menu
Back to cohort
Record W116127103 · doi:10.4000/sociologies.3670

La recherche partenariale : point de vue de praticiens au Québec

2021· article· fr· W116127103 on OpenAlexaffabout
Denis Bussières, Jean-Marc Fontan

Bibliographic record

VenueSociologieS · 2021
Typearticle
Languagefr
FieldSocial Sciences
TopicSocial Sciences and Governance
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy

Abstract

fetched live from OpenAlex

Au cours des deux dernières décennies, la recherche partenariale connaît un essor important. Un essor associé à plusieurs facteurs dont le nouvel engouement manifesté par des chercheurs pour cette stratégie de recherche, le fait que nous observons une augmentation des demandes pour des activités de recherche provenant des milieux de la pratique ou encore en raison de l’importance que lui accordent les organismes subventionnaires. Dans le cadre de cet article, nous allons examiner ce mode de recherche à partir du point de vue des praticiens qui ont participé à des recherches partenariales au sein du Réseau québécois de recherche partenariale en économie sociale (RQRP-ÉS). L’analyse des entrevues réalisées auprès de praticiens nous révèlera les raisons de leur participation, les activités auxquelles ils ont pris part et les conditions identifiées par les praticiens pour assurer le bon déroulement d’une recherche partenariale.

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)0.015
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, 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 score0.327
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0060.015
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.341
GPT teacher head0.436
Teacher spread0.095 · 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

Citations16
Published2021
Admission routes2
Has abstractyes

Explore more

Same venueSociologieSSame topicSocial Sciences and GovernanceFrench-language works237,207