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Record W4304207375 · doi:10.35362/rie4641975

La Nueva Escuela ante los aprendizajes individuales y los saberes colectivos Culturas, escolarizaciones y las posibilidades del modelo educativo latinoamericano

2008· article· es· W4304207375 on OpenAlexaff
Carlos R. Ruano

Bibliographic record

VenueRevista Iberoamericana de Educación · 2008
Typearticle
Languagees
FieldComputer Science
TopicEducational Innovations and Technology
Canadian institutionsAboriginal Affairs Northern Dev Canada
Fundersnot available
KeywordsHumanitiesArt

Abstract

fetched live from OpenAlex

En la actualidad, las instituciones educativas latinoamericanas enfrentan desafíos en términos de su capacidad de utilización, absorción y generación de respuestas pedagógicas y curriculares frente al uso de las TIC. Esta situación ha dado como resultado una variabilidad en las formas y el contenido de la sistematización del uso de las TIC en el continente. El propósito de este artículo es el de analizar estos cambios en relación a los procesos de despliegue de saberes diversos, tanto formales como no formales, en el contexto educativo actual. También se plantean posibles líneas de investigación adicional en estas áreas.

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 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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.531
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.005
Science and technology studies0.0010.002
Scholarly communication0.0010.001
Open science0.0020.001
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 head0.022
GPT teacher head0.296
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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
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
Published2008
Admission routes1
Has abstractyes

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