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Record W2776210106 · doi:10.5539/ies.v11n1p172

Kalosara Revitalization as an Ethno-Pedagogical Media in the Development of Character of Junior High School Students

2017· article· en· W2776210106 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 Education Studies · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicEducation and Character Development
Canadian institutionsnot available
Fundersnot available
KeywordsSyllabusTheme (computing)Mathematics educationCharacter (mathematics)PedagogyCharacter educationSociologyPsychologyComputer science

Abstract

fetched live from OpenAlex

The aims of the research are (1) to identify types of character through kalosara revitalization as an ethno-pedagogical media in social sciences (IPS) learning at junior high school (SMP), (2) to develop strategy of kalosara revitalization as an ethno-pedagogical media in the development of characters of students, and (3) to develop a model of student character education through kalosara revitalization in IPS learning in SMP as an ethno-pedagogical media. The research is conducted through naturalistic approach. The research subjects are social science teachers at the junior high school, junior high school principals, and local public figures. Data collection is conducted at SMP Negeri 1 Wawotobi representing a heterogenous student group. Data was collected qualitatively using domain and taxonomy analysis models. Research result indicates that: (a) there are 74 values identified and distributed in 18 types of character that can be developed through kalosara revitalization as an ethno-pedagogical media in social sciences learning in junior high school, (b) kalosara revitalization strategy, as an ethno-pedagogical media in the development of characters, is conducted in form of integration in each theme and sub-theme in the syllabus of social sciences subject, (c) The character education development model through kalosara values as an ethno-pedagogical media indicates that there are three strengths of the model, i.e.: it elevates the local culture into national culture, it is a scientific model, and it is easy to understand and implement by teachers and students.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.368
Threshold uncertainty score0.371

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.266
GPT teacher head0.543
Teacher spread0.277 · 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