MétaCan
Menu
Back to cohort
Record W4387412260 · doi:10.4995/inred2023.2023.16527

Bridging Borders, una experiencia basada en el aprendizaje internacional colaborativo online (COIL)

2023· article· es· W4387412260 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

Venuenot available
Typearticle
Languagees
FieldComputer Science
TopicE-Learning and Knowledge Management
Canadian institutionsnot available
Fundersnot available
KeywordsHumanitiesPolitical scienceArt

Abstract

fetched live from OpenAlex

Estos últimos años y principalmente tras el periodo pandémico, se produjo un giro mundial de la educación hacia la comunicación en línea y la utilización de diversas tecnologías digitales para mejorar el aprendizaje global y fomentar el entendimiento cultural. La introducción de tecnologías digitales online para las interacciones pedagógicas amplió la internacionalización de las perspectivas curriculares anteriormente limitadas, para crear una interconexión global. Entre estas nuevas propuestas tiene un especial interés los COIL o Collaborative Online International Learning, que permite trabajar la adquisición de competencias interculturales sin necesidad de viajar al extranjero.En este sentido, la presente comunicación trata de exponer el proyecto realizado por tres asignaturas en dos Universidades emplazadas en ubicaciones tan dispares como España y Canada. La metodología COIL ha permitido a los alumnos experimentar, bajo un trabajo colaborativo, el aprendizaje entre dos disciplinas distintas como la arquitectura y la ingeniería, pero que inevitablemente deben de convivir y colaborar en un entorno laboral cada vez más interdisciplinar y global.

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), Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.754
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0020.002
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.002

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 head0.018
GPT teacher head0.327
Teacher spread0.308 · 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

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same topicE-Learning and Knowledge ManagementFrench-language works237,207