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Record W1904755228

The Weakness and DifficultnessonProb/em Base LearningEducational System in Faculty of Medicine in Indonesia

2014· article· en· W1904755228 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

VenueJURNAL KEDOKTERAN · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicProblem and Project Based Learning
Canadian institutionsnot available
Fundersnot available
KeywordsCurriculumIdeal (ethics)Resource (disambiguation)Medical educationProblem-based learningPsychologyPedagogyOrder (exchange)Mathematics educationMedicinePolitical scienceComputer science
DOInot available

Abstract

fetched live from OpenAlex

The application of competency-based curriculum (CBC) with a problem-based learning method (PBL) is an innovation of medical education in developing PBL Indonesia. 1 Itself on starting medical school in 1969 at McMaster University, Ontario, Kanada. 2 In practice PBL has many advantages among which can train students to think high rate (higher-Order of thinking), learning how to learn, 4 authenticity also supports education based on scientific evidence (evidence - based medical education). However, this method should be recognized even if it is not spared from shortcomings, such as resource constraints, unwillingness to change among educators, students are unfamiliar and uncomfortable with open-ended assignments that do not have one right answer, even if the assignments were too complicated, students become frustrated and stop thinking analytically that should increase. 5 Besides beginning students also have not been able to fully understand the concept of adult learning, because they themselves are in transition from adolescence into adulthood. They will have difficulty determining learning objectives ideal. 6 .[JuKeUnila 2014;4(7):45-51]

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)0.003
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 score0.237
Threshold uncertainty score0.338

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
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 science0.0000.000
Research integrity0.0000.000
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 head0.020
GPT teacher head0.306
Teacher spread0.286 · 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