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Record W2977101778 · doi:10.4000/ethiquepublique.4481

Engagement éthique et certification sur le marché du commerce équitable : le cas de la certification Fairtrade en Côte d’Ivoire

2019· article· fr· W2977101778 on OpenAlexvenueno aff
Mantiaba Coulibaly-Ballet

Bibliographic record

VenueÉthique Publique · 2019
Typearticle
Languagefr
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsnot available
Fundersnot available
KeywordsCertificationCote d ivoirePolitical scienceHumanitiesArt

Abstract

fetched live from OpenAlex

L’éthique prend de l’importance sur de nombreux marchés où les entreprises sont en quête de légitimité et doivent répondre à des contraintes environnementales. Sur le marché du commerce équitable, les acteurs doivent respecter des standards sociaux, environnementaux et économiques. Au-delà des normes qui régissent la certification des produits équitables, les approches éthiques trouvent leur place. Pour comprendre l’engagement éthique des acteurs en matière de certification sur le marché du commerce équitable, j’ai réalisé une étude qualitative auprès d’organisations de producteurs sur le marché ivoirien. Cette étude a mené à l’identification d’une éthique de la responsabilité et de la discussion dans l’engagement à la certification. L’engagement éthique des acteurs est surtout lié à l’existence de règles et aux actions sociales de la certification qui profitent aux producteurs.

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)0.010
metaresearch head score (Gemma)0.003
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.839
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0020.005
Open science0.0010.000
Research integrity0.0010.002
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 head0.026
GPT teacher head0.269
Teacher spread0.243 · 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 designTheoretical or conceptual
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

Citations2
Published2019
Admission routes1
Has abstractyes

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