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Record W4386157427 · doi:10.48160/22504001er27.474

Semillas sin cosecha: Gestión del conocimiento agropecuario y transformación del paisaje en la Sabana de Bogotá, Colombia (1907-1990)

2023· article· es· W4386157427 on OpenAlexaff
Omar Ruiz-Nieto, Martín Giraldo-Hoyos

Bibliographic record

VenueEstudios Rurales · 2023
Typearticle
Languagees
FieldSocial Sciences
TopicHistory and Politics in Latin America
Canadian institutionsMcGill University
Fundersnot available
KeywordsHumanitiesGeographyPolitical scienceArt

Abstract

fetched live from OpenAlex

Durante el siglo XX, la Sabana de Bogotá fue uno de los espacios escogidos por el Estado colombiano para diseñar y poner en práctica las instituciones científicas que acarrearon la modernización de la agricultura de vocación altoandina. Las estrategias utilizadas para la gestión de los conocimientos agropecuarios importados y producidos localmente por estas instituciones se plantearon el incremento de la producción de alimentos para mejorar la calidad de vida de los colombianos. Sin embargo, estos programas de investigación y extensión terminaron por impactar los sistemas agroalimentarios locales y dieron paso a la entrada de la agroindustria de flores ornamentales. Este artículo estudia las contradicciones entre las estrategias utilizadas por el Estado colombiano para la gestión del conocimiento agropecuario y los impactos socioecológicos de estos programas en los paisajes locales. Para lo cual se hace un recorrido por la historia de las instituciones científicas agropecuarias en la Sabana de Bogotá y se evidencia su injerencia en las transformaciones del paisaje local entre 1926 y 1990.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.680
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0020.002
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.002

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 head0.021
GPT teacher head0.319
Teacher spread0.299 · 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 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
Published2023
Admission routes1
Has abstractyes

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