MétaCan
Menu
Back to cohort
Record W7065087015

Comparative analysis of science education systems of Turkey and Canada [Türkiye ile Kanada fen eǧitiminin kargılagtırmalı olarak Gncelenmesi]

2022· article· en· W7065087015 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

VenueDspace Repository (Marmara Üniversitesi) · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicScience Education and Pedagogy
Canadian institutionsnot available
Fundersnot available
KeywordsUnit (ring theory)Science educationCurriculumProcess (computing)Technology educationScience, technology, society and environment educationComparative education
DOInot available

Abstract

fetched live from OpenAlex

This study was aimed to examine the similarities and the differences between the science education systems and the science and technology programs of 6th-8th grades of elementary schools of Turkey and Canada (Ontario). Comparisons for Turkey and Canada (Ontario) science education systems were made in terms of "the aims". The similarities and the differences between Turkey, 2005 Science and Technology Program (TSTP) and Ontario1998, Science and Technology Curriculum (OSTC) were analyzed with respect to structure, strands and the units and the grade level, content, student achievements of unit of "Light" (TSTP) and "Optics" (OSTC). According to the comparison results main differences were; TSTP was a document of 412 pages and OSTC was a document of 110 pages, TSTP was more detailed according to OSTC. TSTC had 7 strands, OSTC had 5 strands. While TSTP units were designed spirally for each grade, OSTC units were not designed spirally. There were differences in the grade level, content and the student achievements of unit of "Light" (TSTP) and "Optics" (OSTC). Beside these differences, there were similarities between TSTP and OSTC in adopting of constructivist approach, student-centered teaching, the vision of scientific literacy, the importance of scientific process skills and relationship of Science-Technology-Society-Environment, teaching of how to use technology and knowledge, importance of students' differences.

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 categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.603
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.001
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 head0.021
GPT teacher head0.303
Teacher spread0.283 · 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