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Record W2950987852 · doi:10.26522/brocked.v28i2.590

A Commentary: Education in Canada - Does Anyone Read Our Constitution?

2019· article· en· W2950987852 on OpenAlexafffundvenueabout
Ron Phillips

Bibliographic record

VenueBrock Education Journal · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicAmerican Constitutional Law and Politics
Canadian institutionsNipissing University
FundersAboriginal Affairs and Northern Development CanadaAustralian Government
KeywordsMisinformationJurisdictionGovernment (linguistics)ConstitutionPolitical scienceState (computer science)NewspaperPublic administrationLawState responsibilityInternational law

Abstract

fetched live from OpenAlex

Education in Canada is generally considered to be within the exclusive domain of the thirteen provincial and territorial governments. There are numerous statements or writings from politicians, textbook authors, federal and provincial governments, researchers, newspaper columnists, as well as education organizations that state unequivocally that education in Canada is the exclusive jurisdiction of the provinces and territories. Some statements indicate that the federal government has no constitutional role in education. Such misinformation and beliefs have had severe consequences for First Nations as Canadians absolve federal inaction in First Nations education because ‘education is a provincial responsibility’. However, education in Canada is the constitutional responsibility of both the federal and provincial/territorial governments. This article will examine the federal government’s constitutional responsibility in education, as well as the consequences of the misinformation.

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.599
Threshold uncertainty score0.883

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.008
GPT teacher head0.299
Teacher spread0.292 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
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

Citations3
Published2019
Admission routes4
Has abstractyes

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