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Record W3092013050 · doi:10.1093/ojlr/rwaa024

Masterpiece Cakeshop and the Foundations of Free Speech and Toleration

2020· article· en· W3092013050 on OpenAlexaboutno aff
Jeremy D Tedesco

Bibliographic record

VenueOxford Journal of Law and Religion · 2020
Typearticle
Languageen
FieldComputer Science
TopicHate Speech and Cyberbullying Detection
Canadian institutionsnot available
Fundersnot available
KeywordsCivilityTolerationArgument (complex analysis)LawSociologyContext (archaeology)PoliticsDialogical selfFree speechPolitical sciencePhilosophyEpistemologyHistory

Abstract

fetched live from OpenAlex

Abstract What do Masterpiece Cakeshop, Ltd v Colorado Civil Rights Commission, other leading cases from the USA, Canada, and the UK, and Teresa Bejan’s concept of ‘mere civility’, teach us about free speech and toleration? This article seeks to answer that question and suggest a path forward that allows people with deep disagreements about fundamental social and moral issues to live peaceably together despite their differences. This article defends two primary claims: First, ‘mere civility’ is complimentary to a broader legal argument for protecting the freedom of all members of a society to espouse and live out their views within the context of the public square and marketplace; and Second, compelling speech (or agreement) under the guise of civility endangers liberty and genuine equality. When freedom is properly protected, ‘mere civility’ is the natural result, while attempts to achieve something more than ‘mere civility’ invariably jeopardize freedom.

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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.523
Threshold uncertainty score0.137

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)0.0000.000

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 head0.013
GPT teacher head0.224
Teacher spread0.211 · 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 designTheoretical or conceptual
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

Citations2
Published2020
Admission routes1
Has abstractyes

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