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Record W7116677942 · doi:10.7203/ciriec-jur.48.29473

El cooperativismo cafetalero del estado mexicano de Chiapas: un ejemplo de Economía Social y Solidaria

2025· article· es· W7116677942 on OpenAlexfundno aff
Albert Folch

Bibliographic record

VenueCIRIEC-España revista jurídica de economía social y cooperativa · 2025
Typearticle
Languagees
FieldBusiness, Management and Accounting
TopicCooperative Studies and Economics
Canadian institutionsnot available
FundersUniversity of Toronto
KeywordsWork (physics)Social impactContext (archaeology)Order (exchange)

Abstract

fetched live from OpenAlex

La Economía Social y Solidaria es una construcción teórica y práctica que contradice determinados axiomas de la Teoría Económica clásica, y el Comercio Justo es una de sus manifestaciones. Los productores y consumidores que participan en el Comercio Justo muestran comportamientos que se guían más por motivaciones solidarias que por el deseo de maximizar su beneficio. El desarrollo del cooperativismo cafetalero que se inició en el estado mexicano de Chiapas a principios de los años 1980 es un ejemplo de ello. Sus ejes fueron la producción de café ecológico y su comercialización a través de los circuitos del Comercio Justo. Las cooperativas se articularon en una coordinadora estatal y se produjo un fenómeno solidario en virtud del cual las cooperativas ya existentes prestaban ayuda a las de nueva creación. De esta manera, los productores accedieron a mercados que valoraban su producción equitativa socialmente y respetuosa ambientalmente.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.120
Threshold uncertainty score0.239

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0020.004
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.012
GPT teacher head0.255
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 source (direct Gemma or distilled Codex), not a consensus.

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

Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueCIRIEC-España revista jurídica de economía social y cooperativaSame topicCooperative Studies and EconomicsFrench-language works237,207