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Record W2954788511 · doi:10.17398/1695-288x.18.1.91

Formación profesional en ambientes e-learning. Estudio de caso sobre Aprendizaje Basado en Proyectos (ABP) en un curso de posgrado virtual

2019· article· en· W2954788511 on OpenAlexaff
José Luis Fernández-Robles, Leticia Nayeli Ramírez Ramírez, Sara Catalina Hernández-Gallardo, Miguel Á. García-Ruiz

Bibliographic record

VenueRELATEC Revista Latinoamericana de Tecnología Educativa · 2019
Typearticle
Languageen
FieldComputer Science
TopicE-Learning and Knowledge Management
Canadian institutionsAlgoma University
Fundersnot available
KeywordsRubricTeamworkVirtual learning environmentBlackboard (design pattern)Thematic analysisKnowledge managementProject-based learningProfessional developmentScope (computer science)Mathematics educationMedical educationPedagogyPsychologyComputer scienceQualitative researchSociologyPolitical science

Abstract

More governments have supported the development of their knowledge through strategies and policies to improve higher education, innovation and research. In Latin America, the incorporation of technological systems for the construction of innovative learning environments is still incipient. The objective of the research is to characterize the scope of the Project-Based Learning (PBL) methodology in the professional training of teachers in an e-learning learning environment. A learning environment was designed in the virtual platform Blackboard, based on the systematization of five phases based on the PBL methodology, the methodological design of the instrumental case study was used with a sample of 60 students from different parts of Latin America (92% Mexico, 3% Colombia and 5% Ecuador), the data collection instruments that were used were ad hoc questionnaires and digital evaluation rubrics. The qualitative analysis of content shows a high frequency in the thematic categories of: linking of theoretical-methodological concepts, collaboration and teamwork skills, digital resources, programs and on-line platforms. It is concluded that impact of PBL methodology in Postgraduate courses favors the motivation of teachers in innovating their educational practice, as well as the generation of a high commitment in the collaborative work focused on the resolution of problems in social-educational contexts in students of a Master's program in Education with private funding, and emphasis on educational innovation training.

Stored with the screening record, where it is evidence for the labels above.

How this classification was reachedexpand

The three-model screen

all 5,600 screened works →

All three models called this out of scope.

stratum: aff_core · design weight: 5595.24 (the sample is stratified; any rate computed without the weight is wrong)
Claude Opus 4.8OUT
genre: empirical
about Canada: no
confidence: high

Case study of project-based learning in an online postgraduate teacher-training course; educational pedagogy.

GPT-5.6 (high)OUT
genre: empirical
about Canada: no
confidence: high

The work evaluates project-based learning in an e-learning course, not research itself.

Grok 4.5OUT
genre: empirical
about Canada: no
confidence: high

Case study of project-based learning in an e-learning teacher-training course; educational pedagogy, not metaresearch.

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)0.008
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: Empirical
Teacher disagreement score0.006
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0060.002
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.001

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 head0.006
GPT teacher head0.249
Teacher spread0.243 · 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

Citations4
Published2019
Admission routes1
Has abstractyes

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