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Record W2329465174 · doi:10.1017/s2047102514000107

Does Size Matter? The ICRW and the Inclusion of Small Cetaceans

2014· article· en· W2329465174 on OpenAlexaff
Sean Stephenson, Arne Ø. Mooers, Amir Attaran

Bibliographic record

VenueTransnational Environmental Law · 2014
Typearticle
Languageen
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsUniversity of OttawaSimon Fraser UniversityInternational Institute for Sustainable Development
Fundersnot available
KeywordsWhalingStalematePolitical scienceCommissionLawTreatyPoliticsInternational lawEnvironmental ethicsLaw and economicsSociologyFisheryBiologyPhilosophy

Abstract

fetched live from OpenAlex

Abstract The competency debate over small cetacean regulation at the International Whaling Commission (IWC) is legal in nature, yet has been in a political stalemate for years. In this article we argue that the IWC has the competence to regulate small cetaceans and that the commercial whaling of ‘small cetaceans’ is a violation of the moratorium on commercial whaling. We present hybrid legal and scientific arguments and counter-arguments for the treaty interpretation of the International Convention for the Regulation of Whaling and, given recent precedent, advocate that the International Court of Justice be called upon to resolve this matter.

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)0.008
metaresearch head score (Gemma)0.026
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 score0.015
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.026
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0030.013
Scholarly communication0.0050.005
Open science0.0010.007
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0100.001

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 head0.006
GPT teacher head0.222
Teacher spread0.216 · 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

Citations5
Published2014
Admission routes1
Has abstractyes

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