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Record W3006647981 · doi:10.3138/utlj.2019-0066

Criminal law as public ordering

2020· article· en· W3006647981 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueUniversity of Toronto Law Journal · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Law and Evidence
Canadian institutionsnot available
Fundersnot available
KeywordsCriminal lawOrder (exchange)LawRelation (database)Meaning (existential)VerbNounPhilosophy of lawLeverage (statistics)PhrasePublic lawSociologyPolitical scienceLinguisticsEpistemologyComputer sciencePhilosophyBusinessArtificial intelligence

Abstract

fetched live from OpenAlex

Though ‘law and order’ is a familiar phrase, the precise meaning of order and its relation to law are issues that criminal law theorists have only recently begun to study closely. This article contributes to that growing literature by exploring order as a verb rather than as a noun. As a noun, order suggests a state of stability and peace. But as a verb, to order may be to command, or more interestingly, to arrange or organize. Indeed, order, the noun, is intelligible to us only after we have engaged in the activity of ordering, only after we have invented or been taught some principle of organization. To see criminal law as public ordering is to see it as the ongoing activity of constructing, maintaining, and revising an order or multiple orders. This account is more descriptively accurate than prevailing theories of criminal law, I suggest, and it also may provide greater leverage for critiques of existing legal practices.

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.

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 categoriesScience and technology studies, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.962
Threshold uncertainty score1.000

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 studies0.0010.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0050.000

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 head0.054
GPT teacher head0.277
Teacher spread0.223 · 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