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Record W1514007180

Aprendizaje reflexivo en la educación superior. Madrid: Ediciones Morata. Colección: Manuales de Pedagogía' Brockbank, Anne e Ian McGill

2002· article· es· W1514007180 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

VenueAmericanae (AECID Library) · 2002
Typearticle
Languagees
FieldComputer Science
TopicE-Learning and Knowledge Management
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesArtSociology
DOInot available

Abstract

fetched live from OpenAlex

El libro ofrece instrumentos prácticos para aquellos profesores de educación superior que busquen una nueva experiencia de aprendizaje, tanto para sus estudiantes como para ellosmismos. El libro trata un tipo de aprendizaje real, genuino, relevante para el que aprende, ahora y en el futuro. Este tipo de aprendizaje se extiende a las relaciones, trabajo y carrera, comunidad, sociedad y, en general, al mundo del que aprende. Anne Brockbank e Ian McGill proporcionan un apoyo directo a los profesores que desean moverse de la enseñanza tradicional a la facilitación del aprendizaje, transformando, de esta forma,las relaciones entre profesor y alumnos o entre los propios alumnos. Las tecnologías de la información, aunque útiles, no son un sustituto del método de aprendizaje propuesto en el libro; la facilitación permite a los que aprenden usar la tecnología de forma complementaria, como parte del proceso de aprendizaje. El libro permite a los profesores adquirir conocimiento sobre el proceso de facilitación e incrementar sus habilidades como facilitadores. Los autores enfatizan la importancia del diálogo reflexivo entre colegas y alumnos y exploran la importancia de la emoción, la acción y la cognición en el aprendizaje. Al mismo tiempo, examinan cómo pueden los profesores crear las mejores condiciones para el aprendizaje reflexivo.

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), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.417
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.002
Science and technology studies0.0010.001
Scholarly communication0.0010.002
Open science0.0030.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.002

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 head0.016
GPT teacher head0.259
Teacher spread0.243 · 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