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Record W3016602486 · doi:10.14295/ambeduc.v25i1.11117

La resistencia social en contexto de conflicto socio-ecológico: un crisol de desarrollo de las dimensiones crítica y política de la educación ambiental

2020· article· es· W3016602486 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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueAmbiente & Educação · 2020
Typearticle
Languagees
FieldSocial Sciences
TopicSocial Issues and Sustainability
Canadian institutionsUniversité du Québec à Montréal
Fundersnot available
KeywordsHumanitiesPolitical scienceSociologyArt

Abstract

fetched live from OpenAlex

Exponemos elementos de la investigación «Resistaction - Extractivismo, conflictos socioecológicos y emergencia de alternativas: dimensiones crítica y política de la educación ambiental en la resistencia social» (2018-2023), que se propone explorar los procesos de co-aprendizaje, de formación ecociudadana y de innovación social forjados en el seno de los movimientos sociales de resistencia al despliegue del modelo extractivista en Québec (boom minero-energético) y Chile (extractivismo exacerbado-cuna del modelo neoliberal). Se adoptan las perspectivas etnográfica y fenomenológica para el proceso de levantamiento y validación de los datos (entrevistas semi-dirigidas, discusiones grupales y observación participante), que se realiza arrimándose a las agendas de actividades de los movimientos sociales de los dos terrenos previstos, concebido como un proceso de diálogo reflexivo con los actores sociales en sus propios contextos.

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)0.004
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.262
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.005
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.001
Science and technology studies0.0030.003
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 head0.026
GPT teacher head0.383
Teacher spread0.357 · 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