MétaCan
Menu
Back to cohort

Disciplining the Student Body: Schooling and the Construction of Canadian Children's Bodies, 1930–1960

2001· article· en· W2085544941 on OpenAlexaffabout
Mona Gleason

Bibliographic record

VenueHistory of Education Quarterly · 2001
Typearticle
Languageen
FieldSocial Sciences
TopicCanadian Identity and History
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsSpring (device)HistorySociologyDemographyEngineering

Abstract

fetched live from OpenAlex

In the spring of 1957, journalist Sidney Katz wrote a story for Maclean's Magazine entitled “The Lost Children of British Columbia” which detailed the disturbing events leading up to the forcible removal of 100 Doukhobor children from their New Denver homes by Royal Canadian Mounted Police (RCMP) officers. The children, all between the ages of seven and fourteen, were taken to the New Denver Dormitory, located approximately 260 miles northeast of Vancouver, British Columbia, where they remained until they reached the age of fifteen. They were not permitted to speak their native Russian, visit home (although parents were allowed brief, supervised visits to the dormitory), take holidays, or visit friends and relatives in the nearby town of New Denver.

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)0.002
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.954
Threshold uncertainty score0.980

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.004
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.004
Science and technology studies0.0460.034
Scholarly communication0.0060.003
Open science0.0010.005
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0070.001

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 head0.010
GPT teacher head0.243
Teacher spread0.233 · 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.

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

Citations29
Published2001
Admission routes2
Has abstractyes

Explore more

Same venueHistory of Education QuarterlySame topicCanadian Identity and HistoryFrench-language works237,207