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Record W3125558827 · doi:10.54648/woco2019007

Collective Certification in UK Competition Law: Commonality, Costs and Funding

2019· article· en· W3125558827 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueWorld Competition · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Arbitration and Investment Law
Canadian institutionsnot available
Fundersnot available
KeywordsCertificationDamagesTribunalAppealCompetition (biology)BusinessLaw and economicsClass actionCollective actionLawEconomicsPolitical scienceComputer science

Abstract

fetched live from OpenAlex

The UK introduced a new regime for opt-out ‘class’ or collective actions in 2015. These require certification before they proceed to trial to establish whether the members of the class have sufficient ‘common interest’. The certification of the first two collective actions – Gibson v. Pride Mobility Products and Merricks v. Mastercard – were dismissed by the Competition Appeal Tribunal (CAT). Here a critical assessment of the UK’s emerging collective certification process is undertaken focusing on the determination of common issues, pass on, distribution of damages, costs and funding. It is argued that the CAT has applied the test for certification too strictly and not in accordance with the case law surrounding the ‘Canadian model’ on which the UK certification procedure is based; and incorrectly treated the award of aggregate damages as the summation of individual damages. The way the CAT has handled these two factors threatens to undermine the purpose and effectiveness of the UK’s new collective action regime.

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.

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)0.000
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: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.707
Threshold uncertainty score0.972

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0010.000

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 head0.026
GPT teacher head0.240
Teacher spread0.214 · 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