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Record W2920756106 · doi:10.3917/recma.347.0111

Les coopératives alimentaires en circuits courts

2018· article· fr· W2920756106 on OpenAlexaffabout
Sophie Laughrea, Patrick Mundler, Annie Royer

Bibliographic record

VenueRECMA · 2018
Typearticle
Languagefr
FieldBusiness, Management and Accounting
TopicCooperative Studies and Economics
Canadian institutionsAgriculture and Agri-Food Canada
Fundersnot available
KeywordsPolitical scienceHumanitiesManagementEconomicsArt

Abstract

fetched live from OpenAlex

Cet article analyse les motivations conduisant des producteurs agricoles du Québec à créer et à adhérer à des coopératives spécialisées en circuits alimentaires de proximité (CAP). Si ces dernières sont bien implantées en France, elles demeurent limitées au Québec et peinent à pérenniser leurs structures. À partir d’une étude de cas multiples, l’article établit comment l’adhésion à une coopérative en CAP permet de répondre à plusieurs besoins, dont la diversification des exploitations et des revenus, grâce à la mutualisation des moyens. Les auteurs établissent également une typologie de profils de membres selon leur engagement envers la coopérative et leurs aspirations personnelles, montrant qu’il existe une gradation de motivations et d’engagements à mobiliser ou à questionner pour pérenniser ce modèle coopératif de production, de transformation et de distribution en circuit court.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.307
Threshold uncertainty score0.611

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0090.004
Scholarly communication0.0040.002
Open science0.0010.003
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0160.001

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 head0.034
GPT teacher head0.271
Teacher spread0.237 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations0
Published2018
Admission routes2
Has abstractyes

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Same venueRECMASame topicCooperative Studies and EconomicsFrench-language works237,207