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Record W4239326562 · doi:10.1344/ridas2018.5.10

EL APRENDIZAJE SERVICIO COMO EXPERIENCIA EN EL GRADO DE EDUCACIÓN PRIMARIA

2019· article· es· W4239326562 on OpenAlex
Antonio Martínez

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.

Bibliographic record

VenueRIDAS Revista Iberoamericana de Aprendizaje y Servicio · 2019
Typearticle
Languagees
FieldSocial Sciences
TopicHigher Education and Sustainability
Canadian institutionsAdidas (Canada)
Fundersnot available
KeywordsHumanitiesSociologyArt

Abstract

fetched live from OpenAlex

La universidad, como institución social de referencia, es cada vez más consciente de que su función no se puede realizar al margen de la responsabilidad social que desempeña. El modelo formativo universitario actual requiere situaciones de aprendizaje que permitan combinar aprendizaje académico y formación para una ciudadanía activa. Desde este planteamiento, se presenta una experiencia de aprendizaje servicio realizada en una asignatura en el título de Grado en Educación Primaria, cuyo objetivo es servir como estrategia metodológica en la formación de una ciudadanía crítica entre los futuros maestros. Su puesta en práctica nos ha permitido conocer las diferentes actitudes del alumnado hacia la intervención social, favoreciendo el contacto con diversas instituciones del entorno a través de la colaboración en sus programas, realizando diferentes tipos de servicio acorde a sus aprendizajes e intereses.

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)0.003
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.678
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0010.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.004
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0030.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.002

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 head0.007
GPT teacher head0.331
Teacher spread0.323 · 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