MétaCan
Menu
Back to cohort
Record W6999849580

DEVELOPMENT OF PRIMARY EDUCATION IN CANADA

2023· article· uk· W6999849580 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

VenueThe Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy · 2023
Typearticle
Languageuk
FieldSocial Sciences
TopicEducation Methods and Practices
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismPrimary educationHigher educationHarmonizationInstitutionProfessional developmentComparative educationEducation policyMultinational corporation
DOInot available

Abstract

fetched live from OpenAlex

The national education system of Canada is a complex integrated structure, the formation and functioning of which is characterized by decentralization, compliance with the requirements of a multicultural society, harmonization of the coexistence of various cultures and satisfaction of the needs of various nations. The retrospective analysis of the development of primary education in Canada was carried out that helped the author to evaluate all the achievements in the field of pedagogical education and the system of professional training of teachers, which Canada made during the long period of its formation. It has been found out that positive changes in the Canadian system of teacher training took place at the beginning of the 20th century, when the stage of development of Canadian pedagogical education and the teaching profession began. It was identified that nowadays Canada has a public education system that is provided, funded and administered by federal, provincial and local governments. Based on a retrospective analysis, it can be concluded that the development of primary education in Canada was based on long-standing multinational and historical traditions and depended both on the state policy in the field of education and on the specifics of the educational process in an individual province and institution of higher education. Keywords: primary education; primary school; teacher education; teacher training; Canada; development; Canadian experience.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.617
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.146
GPT teacher head0.416
Teacher spread0.270 · 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