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Record W4417063356 · doi:10.22320/reined.v7i2.7595

Profesionalización docente, enfoque de género y recursos pedagógicos

2025· article· W4417063356 on OpenAlexaff
Luis Alan Jiménez-Cruces

Bibliographic record

VenueRevista Reflexión e Investigación Educacional · 2025
Typearticle
Language
FieldSocial Sciences
TopicGender and Feminist Studies
Canadian institutionsCochrane
Fundersnot available
KeywordsMeaning (existential)Order (exchange)Scope (computer science)State (computer science)Work (physics)

Abstract

fetched live from OpenAlex

El presente ensayo vincula y tensiona las temáticas: profesionalización docente, enfoque de género y recursos pedagógicos, posibilitando una reflexión crítico-educativa frente a las mismas. Bajo una mirada inclusiva se pretende la interrelación de los temas señalados, dado que existe escasa evidencia teórico-empírica sobre estos. Mediante una revisión bibliográfica y normativa, se aborda la perspectiva de género como un tópico fundamental a la hora de formar profesionalmente a los docentes para que utilicen adecuadamente los recursos didácticos dentro de las aulas chilenas, en afán de una educación NO sexista. El sentido profundo de este relato es dar a conocer el estado actual de las temáticas en cuestión, además, de suministrar ideas fuerzas que lleven al actual sistema educativo chileno y a sus docentes, a reflexionar y tomar decisiones político-administrativas respecto a la incorporación del enfoque de género en los procesos de formación inicial y continua, en favor del aprendizaje y desarrollo integral del estudiantado en los diferentes niveles de la educación formal.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.004
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.036
Threshold uncertainty score0.117

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.003
Science and technology studies0.0060.017
Scholarly communication0.0140.006
Open science0.0010.006
Research integrity0.0010.003
Insufficient payload (model declined to judge)0.0100.001

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 head0.034
GPT teacher head0.395
Teacher spread0.361 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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
Published2025
Admission routes1
Has abstractyes

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Same venueRevista Reflexión e Investigación EducacionalSame topicGender and Feminist StudiesFrench-language works237,207