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Record W2989922706 · doi:10.1177/0067205x19890443

Re-evaluating the Collateral Challenge in the Era of Statutory Interpretation

2019· article· en· W2989922706 on OpenAlexaff
Jules O’Donnell

Bibliographic record

VenueFederal Law Review · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicLegal principles and applications
Canadian institutionsInstitute of Particle Physics
Fundersnot available
KeywordsPresumptionCollateralLegislatureLawStatutory lawLegislative intentPolitical scienceLaw and economicsEntitlement (fair division)Interpretation (philosophy)Statutory interpretationEconomicsComputer science

Abstract

fetched live from OpenAlex

Abstract A collateral challenge impugns the validity of an administrative decision in a proceeding that is not specifically designed for the modification or setting aside of that decision. On the current state of the law, there is a presumption in favour of collateral challenge in an inferior court, which can be displaced by a contrary legislative intention. I argue, however, that the current presumption lacks a clear doctrinal basis, and that it places too much emphasis on statutory interpretation as a useful tool for rebutting, or indeed vindicating, the starting presumption (let alone determining what administrative law ‘grounds’ a collateral challenge might encompass). I suggest a rearticulation of the presumption as an expression of a defendant’s entitlement to vindicate legal rights. I point out, however, that contemporary norms of administrative law may otherwise demand a stricter approach to permitting collateral challenges. On this alternative view, a challenger must identify clear legislative authorisation for what is essentially a judicial review function.

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)0.064
metaresearch head score (Gemma)0.096
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: none
Teacher disagreement score0.064
Threshold uncertainty score0.339

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0640.096
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0040.002
Science and technology studies0.0090.042
Scholarly communication0.0230.024
Open science0.0050.010
Research integrity0.0240.024
Insufficient payload (model declined to judge)0.0070.002

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 head0.065
GPT teacher head0.398
Teacher spread0.334 · 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
Published2019
Admission routes1
Has abstractyes

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