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Record W3196421419 · doi:10.52358/mm.vi8.229

Transformación del modelo de difusión de un programa de doctorado en red en Colombia: Testimonios de tres protagonistas

2021· article· es· W3196421419 on OpenAlexaffvenue
Martha Lucía Orellana Hernández, Gustavo Adolfo Angulo Mendoza

Bibliographic record

VenueMédiations et médiatisations · 2021
Typearticle
Languagees
FieldComputer Science
TopicEducational Innovations and Technology
Canadian institutionsUniversité TÉLUQ
Fundersnot available
KeywordsHumanitiesCartographySociologyArtGeography

Abstract

fetched live from OpenAlex

Con el fin de formar investigadores de alto calibre que contribuyan al desarrollo científico del país, tres universidades colombianas se asociaron para ofrecer un programa de doctorado en ingeniería, que incluye tres áreas de investigación: automática, energía e informática. El programa ha sido aprobado por el Ministerio de Educación de Colombia para ser ofrecido en modalidad presencial. Para cumplir con el requisito de asistencia física, los estudiantes se desplazan al campus de la institución en la cual se encuentran inscritos. Sin embargo, cada curso es impartido, a través de un sistema de videoconferencia, por un profesor que puede estar ubicado en cualquiera de las tres universidades asociadas. Debido a la crisis sanitaria provocada por la pandemia de COVID-19, ni estudiantes ni profesores han podido estar físicamente presentes en las aulas de telepresencia y se han visto obligados a realizar sus cursos totalmente a distancia. Esta nueva realidad ha sido el catalizador para que las autoridades universitarias quieran transformar la modalidad en la cual se imparte el programa. En esta entrevista, tres profesores presentan sus puntos de vista sobre esta transformación.

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), Scholarly communication
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.747
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.000
Scholarly communication0.0010.001
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 head0.022
GPT teacher head0.312
Teacher spread0.290 · 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 designTheoretical or conceptual
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
Published2021
Admission routes2
Has abstractyes

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