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Record W2915146002

Análisis comparativo de tres redes agroalimentarias alternativas en México y Canadá

2018· article· es· W2915146002 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueRevista Latinoamericana de Estudios Rurales · 2018
Typearticle
Languagees
FieldAgricultural and Biological Sciences
TopicAgricultural and Food Production Studies
Canadian institutionsnot available
Fundersnot available
KeywordsConceptualizationMetropolitan areaGrassrootsOrder (exchange)Mexico cityState (computer science)SociologyWelfare economicsPolitical scienceEconomyGeographyBusinessEthnologyEconomicsComputer science
DOInot available

Abstract

fetched live from OpenAlex

This article examines the case of three alternative agri-food networks which are considered alternative mechanisms of purchase and sale of agri-food products, namely the Organic Tianguis of Chapingo in the State of Mexico in Mexico; the grassroots organization Zacahuitzco, in Mexico City, and the farmers markets of the metropolitan area of Vancouver, Canada. The main objective of this study is to recognize, from the perspective of the Conventions theory and the Alternative Rationalities approach, the parallelism, as well as and the differences of this networks in their own unique contexts, in order to deepen conceptualization and theorization on the issue of constructing alternatives in the contemporary agri-food field. The main findings of this research are contradictory: some progresses related to the reconstruction of alternative relationships between small producers and consumers were identified. However, the commercial aspects of the exchange process have become more and more significant, undermining the core values that motivated the emergence of these networks in the first place.

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.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.121
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
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 head0.025
GPT teacher head0.275
Teacher spread0.250 · 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