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Record W2806669562 · doi:10.14288/1.0348674

Schoolteachers' Freedom of Expression : mapping the legal terrain in Canada and the policy debate in Brazil

2017· article· en· W2806669562 on OpenAlexaboutno aff
Tatiana Britto

Bibliographic record

VenueOpen Collections · 2017
Typearticle
Languageen
FieldSocial Sciences
TopicEducation Discipline and Inequality
Canadian institutionsnot available
Fundersnot available
KeywordsTerrainFreedom of expressionExpression (computer science)Political scienceFreedom of informationPublic administrationLawGeographyCartographyHuman rightsComputer science

Abstract

fetched live from OpenAlex

The paper examines the scope of freedom of expression for schoolteachers in publicly funded non-denominational schools in Canada, as a frame to reflect upon a policy debate in Brazil. In that country a vocal movement – School without Party – pushes for legislation to counter alleged practices of teacher indoctrination. Building upon the discussion of principles derived from the Canadian Charter of Rights and Freedoms, legal precepts embedded in Canadian provincial legislation, and broad normative expectations on teachers’ role and position in Canadian society, selected case law is explored and four dimensions related to the issue are sketched: 1) the extended sites of control for teachers’ expression due to their professional identity; 2) the interdiction to engage in discriminatory or hate speech, which cause harm; 3) the value attached to cognitive dissonance and the space given to addressing sensitive topics in curricular speech and classroom materials; and 4) the possibilities for teacher engagement, on school property or during work hours, in political advocacy in the education field, especially when it involves reproach of government policy. The analysis concludes that the binomial of trust/responsibility seems to guide the interpretation of teachers’ freedom of expression in Canada, in stark contrast with the premises and practices adopted by School without Party in Brazil. Recognizing the value of debating parameters for teachers’ expression, the paper argues for an approach based on constructive dialogue and responsible teaching, grounded in the Brazilian constitutional principles and the broad notion of preventing harm, instead of the problematic assumptions and tactics embraced by School without Party.

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)0.007
metaresearch head score (Gemma)0.018
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.215
Threshold uncertainty score0.910

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.018
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.007
Science and technology studies0.0320.022
Scholarly communication0.0120.004
Open science0.0020.007
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0040.000

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 head0.050
GPT teacher head0.367
Teacher spread0.317 · 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
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
Published2017
Admission routes1
Has abstractyes

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