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Record W7132958334

"It should be the centre... of professional training in education": The Faculty of Education of the University of Toronto: 1871–1996

2003· other· en· W7132958334 on OpenAlexaboutno aff
Elizabeth Smyth

Bibliographic record

VenueTSpace · 2003
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsCertificationProfessional developmentVariety (cybernetics)Teacher educationHigher educationTraining (meteorology)Construct (python library)Certificate in Education
DOInot available

Abstract

fetched live from OpenAlex

This article analyzes the history of Ontario’s secondary school teacher education by focusing on its development at the University of Toronto. It argues that the tensions associated with teaching, research and professional certification that arise when teacher education is placed within a university setting, have roots embedded in the nineteenth century. The article uses a variety of sources, including the Report of the Minister’s Committee on the Training of Secondary School Teachers 1962, to construct its arguments. The development of secondary school teacher education is traced through four historical periods: 1871–1907, the early history and development of the Ontario Normal College; 1907–1920, the establishment of the Faculty of Education at the University of Toronto and its first two decades of operation; 1920–1966, the transformation of the Faculty of Education into the Ontario College of Education; 1962–1996 the re-creation of the College (later Faculty) of Education and its merger with Ontario Institute for Studies in Education.

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)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.894
Threshold uncertainty score0.772

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0130.008
Scholarly communication0.0070.002
Open science0.0010.001
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0250.003

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 head0.051
GPT teacher head0.359
Teacher spread0.307 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2003
Admission routes1
Has abstractyes

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