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Record W2546096680 · doi:10.1111/lapo.12062

The Paradox of Docket Control: Empowering Judges, Frustrating Refugees

2016· article· en· W2546096680 on OpenAlexaff
Dagmar Soennecken

Bibliographic record

VenueLaw & Policy · 2016
Typearticle
Languageen
FieldSocial Sciences
TopicJudicial and Constitutional Studies
Canadian institutionsYork University
Fundersnot available
KeywordsRefugeeLawGermanPolitical scienceControl (management)Constitutional courtJudicial reviewEconomicsConstitution

Abstract

fetched live from OpenAlex

This article focuses on the gradual expansion of docket control mechanisms in refugee (or asylum) law proceedings in Germany. It shows that granting judges more and more control over their asylum dockets was a central policy tool repeatedly employed by German politicians over the decades in the hope that it would stem the flow of refugees into the courts and ultimately make it easier (and faster) to deport failed claimants. Politicians were much more willing to limit access to asylum appeals than to appeals in general administrative law, illustrating how the pressure to come up with solutions for the flood of asylum applications overcame established norms for maintaining equal access to the courts for all claimants. Surprisingly, the Constitutional Court remained largely unaffected by these efforts except for a paradigm shift that occurred with the amendment of the constitutional asylum provision in 1993.

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)0.023
metaresearch head score (Gemma)0.053
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.026
Threshold uncertainty score0.119

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0230.053
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0190.036
Scholarly communication0.0140.007
Open science0.0020.010
Research integrity0.0080.011
Insufficient payload (model declined to judge)0.0050.001

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 head0.017
GPT teacher head0.338
Teacher spread0.320 · 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 designQualitative
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

Citations12
Published2016
Admission routes1
Has abstractyes

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