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Record W2810707904 · doi:10.1177/1012690218784295

Returning the ‘social’ to social entrepreneurship: Future possibilities of critically exploring sport for development and peace and social entrepreneurship

2018· article· en· W2810707904 on OpenAlexaff
Mitchell McSweeney

Bibliographic record

VenueInternational Review for the Sociology of Sport · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicSport and Mega-Event Impacts
Canadian institutionsYork University
Fundersnot available
KeywordsSocial entrepreneurshipEntrepreneurshipSociologyField (mathematics)Power (physics)SustainabilitySocial changeSocial sciencePolitical scienceLaw

Abstract

fetched live from OpenAlex

Social entrepreneurship is a nascent concept within academia that is increasing in scholarly attention and practice, especially within the study of sport. A recent article has reviewed the concept of social entrepreneurship (SE) and sport and offered suggestions for future studies. Building on this article, I suggest that there is a need for critical, sociological explorations of sport and SE, most especially for scholars within the field of sport for development and peace (SDP). In this article, a review of SE and sport is briefly provided, as well as a presentation of recent critical perspectives on SE. Drawing attention to the connections between SDP and critical studies of SE, I suggest that there is an opportunity for sociologists of SDP to further understand the complex relations and neoliberal power structures involved in SDP social change, sustainability, innovation, and donor-recipient relations that would contribute significant insights for the future of the field.

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)0.002
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 score0.825
Threshold uncertainty score0.679

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
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 head0.108
GPT teacher head0.391
Teacher spread0.283 · 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

Citations58
Published2018
Admission routes1
Has abstractyes

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