MétaCan
Menu
Back to cohort
Record W790901608

A world record at an Atlantic City casino and the distribution of the length of the crapshooter's hand

2009· article· en· W790901608 on OpenAlexaff
S. N. Ethierand, Fred M. Hoppe

Bibliographic record

VenuearXiv (Cornell University) · 2009
Typearticle
Languageen
FieldComputer Science
TopicArtificial Intelligence in Games
Canadian institutionsMcMaster University
Fundersnot available
KeywordsLas vegasDiceHistoryEvent (particle physics)Distribution (mathematics)GenealogyGeographyOperations researchArchaeologyStatisticsEngineeringMathematicsPhysics
DOInot available

Abstract

fetched live from OpenAlex

, playing craps for onlythe second time, rolled the dice for four hours and 18minutes, finally sevening out at the 154th roll. Ini-tial estimates of the probability of this event rangedfrom one chance in 3.5 billion [3] to one chance in1.56 trillion [6]. Consensus was reached within days:one chance in 5.6 billion [1, 5].According to various sources, this established anew worldrecord, previouslyheld by Stanley Fujitake(118 rolls, May 1989, Las Vegas) and more recentlyby a gentleman knownonly as The Captain (148rolls,July 2005, Atlantic City) [4], though the latter eventis not as well documented and was unknown to Bor-gata officials. Presumably, such events have also oc-curred in situations where no precise count of thenumber of rolls was kept.

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)0.000
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.537
Threshold uncertainty score0.252

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.055
GPT teacher head0.193
Teacher spread0.138 · 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 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

Citations0
Published2009
Admission routes1
Has abstractyes

Explore more

Same venuearXiv (Cornell University)Same topicArtificial Intelligence in GamesFrench-language works237,207