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Record W1552565683

Epistemic Uncertainty & Legal Theory

2004· dissertation· en· W1552565683 on OpenAlexaboutno aff
Brian Burge-Hendrix

Bibliographic record

VenueMacSphere (McMaster University) · 2004
Typedissertation
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsEpistemologyUncertainty quantificationPolitical sciencePhilosophyMathematicsStatistics
DOInot available

Abstract

fetched live from OpenAlex

Some legal theorists argue that legal determinations apparently based on moral arguments actually involve an appeal to extra-legal standards because legal reasoning and the conceptual structure of a legal system necessarily excludes morality (Exclusive Legal Positivism). Others argue that moral principles can be _incorporated into legal systems (Inclusive Legal Positivism), or must be so incorporated (Dworkinian Interpretivism), where they operate as legal rules. Does Canada's Charter of Rights and Freedoms actually incorporate the moral principle of equality, or does it merely authorize judges to appeal to that extra-legal principle as a legitimate reason for invalidating those laws which violate it? To answer that question the philosophical legal theorist must evaluate and develop an account of juridical law in the face of epistemic uncertainty about the relation between law and morality (i.e. whether it is necessary or contingent). In this work I first consider the meta-theoretical characteristics of legal theories, particularly their methodologies and the evaluative criteria applied to them, so as to identify and make explicit the source of legal-theoretical epistemic uncertainty. I then argue for an approach to describing and explaining law whereby we neither ignore epistemic uncertainty nor dispense with it by means of a stipulative definition. This inclusive positivist approach, however, also requires that we abandon the ideal of a presuppositionless inquiry. Accordingly, I demonstrate how a descriptive-explanatory philosophical account of law can make use of a presupposition and, ultimately, offer a sound defense for it. Finally, through an analysis of some aspects of Canadian constitutional adjudication, I show that inclusive positivism is most able to describe and explain the legal-moral uncertainty exhibited by participants in legal systems of a certain type, and so offers the best philosophical account of legal practices as they are understood by those who instantiate them.

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)0.011
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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.011
Threshold uncertainty score0.075

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0110.018
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.003
Science and technology studies0.0050.039
Scholarly communication0.0100.014
Open science0.0020.005
Research integrity0.0070.007
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 head0.010
GPT teacher head0.196
Teacher spread0.187 · 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

Citations0
Published2004
Admission routes1
Has abstractyes

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