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Record W4250255720 · doi:10.1017/9781316471203

The Unsteady State

2017· book· en· W4250255720 on OpenAlexaff
Keith Culver, Michael Giudice

Bibliographic record

VenueCambridge University Press eBooks · 2017
Typebook
Languageen
FieldSocial Sciences
TopicLaw in Society and Culture
Canadian institutionsYork UniversityUniversity of British Columbia
Fundersnot available
KeywordsNormativeJurisprudenceNorm (philosophy)LawState (computer science)Legal normPerspective (graphical)State lawObject (grammar)Political scienceLaw and economicsSociologyMathematicsComputer scienceStatuteArtificial intelligence

Abstract

fetched live from OpenAlex

Analytical jurisprudence often proceeds with two key assumptions: that all law is either contained in or traceable back to an authorizing law-state, and that states are stable and in full control of the borders of their legal systems. What would a general theory of law be like and do if these long-standing presumptions were loosened? The Unsteady State aims to assess the possibilities by enacting a relational approach to explanation of law, exploring law's relations to the environment, security, and technology. The account provided here offers a rich and renewed perspective on the preconditions and continuity of legal order in systemic and non-systemic forms, and further supports the view that the state remains prominent yet is now less dominant in the normative lives of norm-subjects and as an object of legal theory.

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)0.003
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.009
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.007
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.037
Scholarly communication0.0090.011
Open science0.0010.007
Research integrity0.0030.006
Insufficient payload (model declined to judge)0.0060.001

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 head0.024
GPT teacher head0.241
Teacher spread0.217 · 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 designTheoretical or conceptual
Domainnot available
GenreOther

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

Citations6
Published2017
Admission routes1
Has abstractyes

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