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Record W4251910320 · doi:10.31235/osf.io/peqjk

‘Integrity, Sportsmanship, Character’: Baseball’s Moral Entrepreneurs and the Production and Reproduction of Institutional Autonomy

2018· preprint· en· W4251910320 on OpenAlexaff
Seth Abrutyn

Bibliographic record

Venuenot available
Typepreprint
Languageen
FieldSocial Sciences
TopicSports, Gender, and Society
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsSportsmanshipAutonomyReproductionLeagueProduction (economics)EntrepreneurshipSociologyAction (physics)Political sciencePolitical economyLawEconomics

Abstract

fetched live from OpenAlex

Sociologists have long argued that institutions like religion or economy can become relatively distinct spheres that facilitate and constrain action, goal setting, and decision-making. But, few empirical studies have looked closely at how institutions become relatively distinct cultural and structural domains. This paper examines how institutional entrepreneurs—in this case, Major League Baseball (MLB) sportswriters—build and sustain institutional boundaries by considering how they create a distinct cultural discourse that infuses baseball places, times, and events with culturally distinct meanings. Drawing from sportswriters’ columns, documentaries, and monographs written on baseball, we show that MLB entrepreneurs have developed and disseminated a discourse oriented around the generalized medium of sport exchange, interaction, and communication: competitiveness. Using these data, the paper below examines how this medium becomes quantified and embodied in tangible and intangible forms. Additionally, the paper draws on sports columns that illustrate how MLB entrepreneurs protect the autonomy of a sacred core (the Hall of Fame) from internal threats (gambling and performance-enhancement drugs) and external corruption (the influence of money). The paper ends with a discussion of implications for the applicability of the findings to other sports and institutional domains.

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)0.003
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.016

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.025
Scholarly communication0.0100.003
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0050.000

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 head0.056
GPT teacher head0.297
Teacher spread0.241 · 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 designQualitative
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

Citations0
Published2018
Admission routes1
Has abstractyes

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