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Record W3133517297 · doi:10.1177/1012690221991778

American Dreams: Smart sleep, high-tech beds, and the National Football League

2021· article· en· W3133517297 on OpenAlexaff
Sarah Barnes

Bibliographic record

VenueInternational Review for the Sociology of Sport · 2021
Typearticle
Languageen
FieldArts and Humanities
TopicMusic History and Culture
Canadian institutionsYork University
Fundersnot available
KeywordsFootballSleep (system call)LeagueOddsPublic relationsSociologySocial mediaSleep medicinePolitical sciencePsychologySleep disorderMedicineLawPsychiatryComputer science

Abstract

fetched live from OpenAlex

Sleep Number became an official health and wellness sponsor of the National Football League (NFL) in 2018, making each active player eligible for a free internet-enabled smart bed. This article investigates the social and digital divides that arise as the NFL and Sleep Number imagine sleep as something “smart” and anchored in technological progress in marketing campaigns. This article argues that while the NFL and Sleep Number package smart beds as empowering and emancipatory, corporate storytelling creates new rest-related obligations and re-constitutes collective understandings of sleep and sleep difficulties along racial, gender, and economic lines. Smarter sleep promotes individualized, market-driven solutions which are at odds with emerging scientific findings that highlight the role of racism and other structural issues in sleep and sleep disparities.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.908
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.030
GPT teacher head0.277
Teacher spread0.247 · 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 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

Citations2
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueInternational Review for the Sociology of SportSame topicMusic History and CultureFrench-language works237,207