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Record W4379259707 · doi:10.5430/wje.v13n2p1

Developing Teachers to Enhance Students' Effective Teamwork Skills

2023· article· en· W4379259707 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

VenueWorld Journal of Education · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicTechnology-Enhanced Education Studies
Canadian institutionsnot available
Fundersnot available
KeywordsTeamworkPsychologyMathematics educationMedical educationThe InternetPedagogyMedicineComputer science

Abstract

fetched live from OpenAlex

This research was conducted in order to develop teachers to enhance the effective teamwork skills of their students in secondary schools. This was a part of a research project, which was based on advances in digital technology and the knowledge-based society of the 21st Century. Various useful perspectives on developing effective teamwork skills were collected from the internet and applied by utilizing Research and Development methodology. The aim was to achieve an educational innovation called an "Online Self-Training Program to Develop Teachers to Enhance Their Students' Effective Teamwork Skills". This program was intended to empower teachers with knowledge and skills that could be applied to classrooms and could ultimately enhance the learning outcomes of students. From the research resulted in such educational innovations that have been verified by teachers who are interested in implementing this educational innovation and through experimental research in the field, found that it is effective according to the specified criteria, namely 1 ) The teacher learning outcome on the posttest score met the standard criteria of 90/90 and the posttest score was significantly higher than the pretest score, and 2) The posttest score from the students' effective teamwork skills assessment was significantly higher than the pretest score. Therefore, it showed that this educational innovation can be disseminated for the development of teachers and students in secondary schools nationwide.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.631
Threshold uncertainty score0.381

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
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 head0.015
GPT teacher head0.435
Teacher spread0.420 · 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