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Record W4385508920 · doi:10.60082/2817-5069.3780

The Webbing of Public Law: Looking Through Deportation Doctrine

2022· article· en· W4385508920 on OpenAlexaffvenue
Asha Kaushal

Bibliographic record

VenueOsgoode Hall law journal · 2022
Typearticle
Languageen
FieldSocial Sciences
TopicEuropean Criminal Justice and Data Protection
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsDeportationLawPublic lawPolitical scienceDoctrineCriminal lawAdministrative lawConstitutional lawImmigration lawImmigration

Abstract

fetched live from OpenAlex

The process of deporting non-citizens is subject to judicial review under several fields of public law. These fields—criminal law, constitutional law, and administrative law—arc towards the protection of the individual. And yet, a series of judicial interpretations place deportees on the margins of that otherwise protective arc. This marginalization is principally explained by the relationships between the fields: The “webbing” of public law joins the fields of criminal law, constitutional law, and administrative law together. Reading deportation cases laterally across these fields reveals that they function as mutual referents for one another, providing assurance that some other field will offer legal cover for the deportee, and buttressing the persistent divide between immigration law and other fields of public law. After examining the webbing as an intervening register in public law theory and practice, the article explores the judicial doctrine of deportation in each field and traces the content of the webbing between 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)0.013
metaresearch head score (Gemma)0.028
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: Commentary · Consensus signal: none
Teacher disagreement score0.020
Threshold uncertainty score0.072

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.028
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0050.005
Science and technology studies0.0110.090
Scholarly communication0.0200.035
Open science0.0020.011
Research integrity0.0080.011
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 head0.067
GPT teacher head0.322
Teacher spread0.256 · 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
GenreCommentary

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

Citations1
Published2022
Admission routes2
Has abstractyes

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