MétaCan
Menu
Back to cohort
Record W3176533816 · doi:10.23856/4307

SOCIAL AND CULTURAL FACTORS OF PRIMARY SCHOOL TEACHER TRAINING IN CANADA (1950–1990S)

2021· article· en· W3176533816 on OpenAlexaboutno aff
Oksana Khomych

Bibliographic record

VenuePolonia University Scientific Journal · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismGovernment (linguistics)PopulationPolitical scienceWork (physics)Training (meteorology)Human settlementPedagogyEconomic growthSociologyPublic administrationPublic relationsGeography

Abstract

fetched live from OpenAlex

The article analyzes the demographic and economic ties and describes the social and cultural factors that in Canada in the 1950 -1990s determined changes in the tasks, organization, and training of teachers to work in primary school, taking into account the cultural needs of the population and government education policies. The application of historical and genetic as well as comparative methods of documentary sources analysis made it possible to identify the social and cultural-regional conditionality of the tasks and content of teacher training and their preparation for work in primary schools in different provinces. The article highlights the main contexts according to which the professional training of Canadian primary school teachers was carried out: historical, multicultural, traditional cultural, pedagogical, and religious. As a result of the comparative analysis of historical development, it was found that in Canadian cities such as Montreal, Toronto, and Vancouver there were concentrated large settlements of migrants, which played a dominant role in social and cultural development of Canada. Two main vectors of teacher training, multicultural and cross-cultural, which met the requirements of Canadian social environments and educational policy of Canadian governments, are studied. The training programs for primary school teachers in the provinces of Quebec, Ontario, and British Columbia, initiated mainly by the federal government of Canada, are described. The Government of Canada, together with the Ministries of Education, colleges and universities, has been found to have influenced the training of Canadian primary school teachers by creating a variety of educational programs best suited for the needs of society.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.927
Threshold uncertainty score0.529

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.006
Science and technology studies0.0090.003
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.032
GPT teacher head0.225
Teacher spread0.193 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2021
Admission routes1
Has abstractyes

Explore more

Same venuePolonia University Scientific JournalSame topicCanadian Identity and HistoryFrench-language works237,207