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Record W98334852

Los estudios de formación docente y pedagógica en Canadá y España: cambios programáticos e institucionales en el escenario de internacionalización de la educación

2008· article· es· W98334852 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

VenueQSpace (Queen's University Library) · 2008
Typearticle
Languagees
FieldSocial Sciences
TopicHigher Education Teaching and Evaluation
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical sciencePhilosophy
DOInot available

Abstract

fetched live from OpenAlex

This article provides a historical review of the preparation of teachers and educators in Canada and compares it with the situation in Spain, within the context of the forces that influenced the transformation of the educational systems. The analysis pays particular attention to the institutional and programmatic changes at the end of the twentieth century and currently. It is argued that in spite of the historical specificity of each country, there are important converging themes and issues. One of the common issues has been the debate on the nature of pedagogical knowledge, the emphasis on the re-articulation of theory and practice, and the production of knowledge in action. It is not just an epistemological debate, but one to be placed in the perspective of internationalization and economic globalization. In Canada, tensions in the processes involving teacher preparation derive from contradictions emerging from the penetration of the market economy in the education domain in general and in higher education in particular. At the same time, in Spain the reforms that aimed at aligning the preparation to the European Higher Education Area has been sold under the idea of a change of academic culture that should center the activity on the students and the employers needs. It becomes imperative that we rethink and redefine our work within the new context in light of our academic core values rather than engaging ourselves in sterile and paralyzing critiques and political statements.

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)0.001
metaresearch head score (Gemma)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.610
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.001
Scholarly communication0.0000.002
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.011
GPT teacher head0.285
Teacher spread0.274 · 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