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Record W7100887098

EXECUTIVE SUMMARY

2008· article· en· W7100887098 on OpenAlexaboutno aff

Bibliographic record

Venuenot available
Typearticle
Languageen
FieldSocial Sciences
TopicSports, Gender, and Society
Canadian institutionsnot available
Fundersnot available
KeywordsJurisdictionAccommodationClubPresentation (obstetrics)Executive summaryLegal actionLeagueReasonable accommodationAction (physics)
DOInot available

Abstract

fetched live from OpenAlex

In one legal ruling, an all female fitness club was not required to provide membership to a man who had been denied it, yet in another, a hockey league was required to allow a female player onto a boys ’ team. Such seemingly contradictory decisions can leave sport administrators scratching their heads about what might, and might not, constitute sex discrimination in sport. In Sex Discrimination in Sport – An Update, lawyer and sport management professor Hilary Findlay reviews cases since the landmark Blainey ruling to give an up-to-date legal snapshot of the ‘lay of the land ’ as it applies to sex discrimination today. Her overall finding, while no case has altered the basic position confirmed by the Blainey decision (that females have the right to participate on male teams where there were no female teams, subject only to considerations of physical safety), there have been cases since Blainey that have amplified and clarified some underlying legal issues. The result has been significant legal develop-ments in the areas of jurisdiction, justification for discrimination, reasonable accommodation and affirmative action programs in sport. The report begins with a presentation of seven different real-life discrimination scenarios that set the stage for an explanation of the subtle issues that now enter the legal analysis of discrimination. Federal and provincial jurisdiction is described, along with some of the unique circumstances of the Canadian sport

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)0.002
metaresearch head score (Gemma)0.009
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.517
Threshold uncertainty score0.738

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.009
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.002
Science and technology studies0.0020.000
Scholarly communication0.0060.003
Open science0.0020.001
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.4830.435

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 head0.046
GPT teacher head0.301
Teacher spread0.255 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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

Citations0
Published2008
Admission routes1
Has abstractyes

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