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Record W2073638503

POLICULTIVOS DE LA MENTE. ENSEÑANZAS DEL CAMPESINADO Y DE LA AGROECOLOGÍA PARA LA EDUCACIÓN EN LA SUSTENTABILIDAD

2009· article· es· W2073638503 on OpenAlexaff
Alejandro Rojas W

Bibliographic record

Venuenot available
Typearticle
Languagees
FieldAgricultural and Biological Sciences
TopicAgriculture, Land Use, Rural Development
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsAgroecologyPeasantSustainabilityAgricultureSustainable agricultureSociologyEnvironmental ethicsHumanitiesPolitical sciencePhilosophyGeographyEcology
DOInot available

Abstract

fetched live from OpenAlex

This essay presents a reflection about possible lessons for sustainability education that can be obtained from the “polycultures of mind” which shape the peasant mentality, profoundly different from the “monocultures of the mind” encouraged by industrial agricultural sciences. The emphasis of the paper is placed on the type of cognitive experiences that allow peasants to acquire experientially an ecological sensitivity that guides their practices of sustainable agriculture. The essay also addresses the complex relationship between science and traditional peasant knowledge, an experiential knowledge rooted in place. The systematic observation of the latter contributed decisively to the formation of agroecology, a scientific stream that addresses the key issues raised by the crisis of unsustainability of modern industrial agriculture and the global food system associated with it.

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)0.002
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 score0.433
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0010.000
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 head0.007
GPT teacher head0.260
Teacher spread0.253 · 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 designObservational
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

Citations7
Published2009
Admission routes1
Has abstractyes

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