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Record W3006545692 · doi:10.5430/ijhe.v8n8p62

A Problem Based Learning (PBL) Model in Developing Students' Soft Skills Aspect

2019· article· en· W3006545692 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.

venuePublished in a venue whose home country is Canada.
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

VenueInternational Journal of Higher Education · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicEducational Curriculum and Learning Methods
Canadian institutionsnot available
Fundersnot available
KeywordsTriangulationSoft skillsDocumentationEmpathyPsychologyMathematics educationQualitative researchData collectionProblem-based learningHigher-order thinkingMedical educationQualitative propertyComputer scienceTeaching methodMedicineMathematicsSocial psychologySociology

Abstract

fetched live from OpenAlex

This study aims to find out how to improve students' soft skills through Problem-Based Learning (PBL) of Educational Sciences in order to prepare superior Human Resources (HR). This research is qualitative research, the research subjects are students of the First Semester Guidance and Counseling Study Program, Faculty of Teacher Training and Education, Private University in Solo Raya. The object of research is the improvement of students' soft skills through PBL of Education Science courses in order to prepare for Superior HR. Data collection using interviews, observation, documentation, and test methods. The validity of the data uses method triangulation, source triangulation, and perseverance of observation. Analysis of the data using qualitative analysis. The results showed that PBL courses in education can improve students' soft skills which include aspects of self-awareness, trust, adaptability, critical thinking, organizational awareness, attitude, initiative, empathy, integrity, self-control, leadership, problem-solving, risk-taking, and Time management, in order to prepare superior HR.

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)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.301
Threshold uncertainty score0.650

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.020
GPT teacher head0.418
Teacher spread0.398 · 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