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Record W2897998398 · doi:10.1177/0094306114562197f

Chopsticks and Gambling

2015· article· en· W2897998398 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueContemporary Sociology A Journal of Reviews · 2015
Typearticle
Languageen
FieldSocial Sciences
TopicChinese history and philosophy
Canadian institutionsnot available
Fundersnot available
KeywordsPsychology

Abstract

fetched live from OpenAlex

The Chinese are known throughout the world as avid gamblers with a long history of participation in games of chance. Historians have documented wagering on such games as far back as the early Chinese dynasties. Despite measures by ancient Chinese rulers to contain gambling, it proliferated, and Chinese games have evolved and multiplied since then. Desmond Lam provides a unique look into the little-known world of Chinese gambling from historical, cultural, psychological, and social perspectives.Chinese gamblers regularly patronize casinos in the United States, Canada, and Australia. The recent expansion of gambling in East Asia has attracted much global media attention. Macau, the only place in China where casino gambling is now legal, easily surpasses Las Vegas as the world's largest casino gaming market. Each year, Chinese from mainland China, Hong Kong, and Taiwan account for almost 90 percent of visitors to Macau.The expansion of the Chinese gambling industry has brought about much harm to Chinese communities, despite all of the development it has also stimulated. This book is the first to examine the beliefs, motivations, attitudes, and behaviors of Chinese gamblers, and will be of interest to students of history and sociology, as well as those studying the history and culture of China.

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.

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)0.004
metaresearch head score (Gemma)0.002
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: none
Teacher disagreement score0.942
Threshold uncertainty score0.253

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.289
GPT teacher head0.402
Teacher spread0.113 · 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