MétaCan
Menu
Back to cohort
Record W609935292 · doi:10.1163/1876-8814_017

‘Direct and Individual Concern’ for Newfoundland’s Sealing Industry? – When a Legal Concept and Empirical Data Collide

2014· article· en· W609935292 on OpenAlexaboutno aff
Nikolas Sellheim

Bibliographic record

VenueThe Yearbook of Polar Law Online · 2014
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicGlobal trade, sustainability, and social impact
Canadian institutionsnot available
Fundersnot available
KeywordsInterpretation (philosophy)Empirical researchLawPreconditionAnnulmentLaw and economicsPolitical scienceBusinessSociologyComputer scienceEpistemology

Abstract

fetched live from OpenAlex

In the court cases aiming to annul EU Regulation 1007/2009 on trade in seal products the European Courts have inter alia ruled that a ‘direct and individual’ concern, a precondition for providing locus standi for the annulment of a contested regulation, does not exist for the commercial sealing industry in Canada. Based on Community case-law, the principle of ‘direct and individual concern’ is therefore interpreted in a restrictive manner, yet without hinting towards judicial activism. This article aims to ascertain whether this interpretation can be brought in conjunction with empirical findings stemming from field work conducted in the sealing industry in Newfoundland or whether the legal concept and empirical data contradict each other. While analysing the legal reasoning of the courts in two exemplary cases, a case study of three workers in the industry is presented to provide ethnographic insight into the commercial sealing industry and to provide empirical data on the ‘direct and individual concern’ of developments in the EU for 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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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: Empirical
Teacher disagreement score0.874
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.087
GPT teacher head0.332
Teacher spread0.245 · 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 teacher head, 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

Citations5
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueThe Yearbook of Polar Law OnlineSame topicGlobal trade, sustainability, and social impactFrench-language works237,207