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Record W3210718626 · doi:10.5539/jel.v10n6p112

Professional Competence Development of Social Studies Teacher in Thailand Education Sandbox

2021· article· en· W3210718626 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

VenueJournal of Education and Learning · 2021
Typearticle
Languageen
FieldPsychology
TopicCompetency Development and Evaluation
Canadian institutionsnot available
FundersChiang Mai University
KeywordsSandbox (software development)Competence (human resources)PsychologyPerceptionProfessional developmentPedagogyTeacher educationMathematics educationMedical educationSocial psychology

Abstract

fetched live from OpenAlex

This research article deals with two objectives. The first objective was to develop the professional competence of social studies teacher in the education sandbox. The second objective was to propose social studies classroom-based action learning management innovation to develop professional competence of social studies teacher in the education sandbox and to assess satisfaction levels of students in developing professional competence of social studies teacher in the education sandbox. The conducted research in this article was classroom-based action research whereby the assessment form of area-based competence perception of educational students in Chiang Mai education sandbox, Faculty of Education, Chiang Mai University (pre- and post-assessment). The sample group used in the research consisted of senior educational students in the field of social studies of the second semester of the academic year 2020 accounting for 30 people. For the analysis, descriptive statistics were used. Results of statistical data analysis were shown as mean and standard deviation. From the research results, it was found that the level of perceived competence of becoming a professional teacher in Thailand education sandbox consisted of 3 aspects. 1) For the aspect of self-efficacy regarding knowledge and understanding in becoming a professional teacher, the average summation of the 4 competencies was as follows: the perception was at a high level. 2) For the aspect of skills and capacity in becoming a professional teacher in the Chiang Mai education sandbox, the average summation of 4 competencies was as follows: the perception was at a high level. 3) For the aspect of attitudes on becoming a professional teacher in the Chiang Mai education sandbox, the average summation of 4 competencies was as follows: the perception was at a high level.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.530
Threshold uncertainty score0.644

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0010.000

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 head0.057
GPT teacher head0.423
Teacher spread0.365 · 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