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Record W4410459071 · doi:10.1080/14927713.2025.2503184

Hurry hard!: Exploring the possibilities and pitfalls for curling to help (re)build society in/through community sport

2025· article· en· W4410459071 on OpenAlexaffvenue
Simon Barrick, Heather Mair

Bibliographic record

VenueLeisure/Loisir · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicYouth Development and Social Support
Canadian institutionsUniversity of WaterlooCape Breton University
Fundersnot available
KeywordsCurlingSociologyPublic relationsAestheticsPolitical scienceEngineeringArtMechanical engineering

Abstract

fetched live from OpenAlex

Amid the well-documented fraying of society, community spaces where people from diverse social locations share time and space are increasingly rare, yet necessary. Participation in curling, a sport known for its sociability, is increasing around the world and receiving growing scholarly interest. In this conceptual paper, we briefly synthesize extant literature related to curling in order to explore how its qualities can help facilitate the (re)building of community and society. We then present recommendations for future curling scholarship to understand and advance curling’s place in society. More specifically, we offer four thematic streams to build upon previous curling research while charting new directions, which broaden our collective understanding about the relationships between curling, community (sport) spaces, and leisure. We conclude by offering insights for leisure and community sport scholars to address the ongoing polycrisis in/through curling and their own areas of focus. Together, these understandings offer great potential to help (re)build society.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.223
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0020.000
Scholarly communication0.0000.000
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 head0.101
GPT teacher head0.349
Teacher spread0.248 · 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.

Study designObservational
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

Citations1
Published2025
Admission routes2
Has abstractyes

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