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Record W2757280409 · doi:10.15359/ree.22-1.2

El uso de plataformas virtuales y su impacto en el proceso de aprendizaje en las asignaturas de las carreras de Criminología y Ciencias Policiales, de la Universidad Estatal a Distancia de Costa Rica

2017· article· en· W2757280409 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

VenueRevista Electrónica Educare · 2017
Typearticle
Languageen
FieldComputer Science
TopicEducational Innovations and Technology
Canadian institutionsnot available
Fundersnot available
KeywordsMediationQuarter (Canadian coin)PsychologyHumanitiesSociologyPedagogyGeographySocial scienceArt

Abstract

fetched live from OpenAlex

The objective of this study is to determine how the use of Moodle online educational platform helps students of Criminology and Police Sciences to learn. A high percentage of the students from these majors work and study facing adverse conditions. Improvements in mediation, variety of resources, and autonomous learning may turn into meaningful learning opportunities for students. The methodology of this study is based on a quantitative approach by means of a sample survey. A nineteen-item semi-structured questionnaire was administered to fifty students to explore aspects related to working order, academic performance, and online course mediation. Forty-one out of fifty participants responded evaluating two courses from the Cátedra de Ambiente, Política y Sociedad [Chair of Environment, Politics, and Society] and three courses from the Cátedra de Trabajo Social [Chair of Social Work] that were offered during the first quarter of 2016. The gathered information was tabulated to facilitate its analysis. The results indicate that the use of online platforms and technology can be used to improve meaningful learning. However, the resources do not have an incidence without well-structured courses, resources, and the appropriate mediation from instructors.

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)0.002
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 score0.719
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0030.000
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 head0.013
GPT teacher head0.336
Teacher spread0.323 · 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