{"id":"W2068749271","doi":"10.1007/s10899-012-9307-z","title":"Games and Gambling Involvement Among Casino Patrons","year":2012,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"National Institute on Drug Abuse; National Institute of Mental Health; National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Psychology; Odds; Las vegas; Population; Advertising; Social psychology; Popularity; Gambling disorder; Impulse control disorder; Demography; Psychiatry; Addiction; Sociology; Medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008959683,0.0002448481,0.0005196545,0.0003401269,0.0002140124,0.00004640839,0.0001198332,0.00008674384,0.00004940505],"category_scores_gemma":[0.0001291144,0.0001846506,0.0001677649,0.0001773884,0.0001736509,0.0003169353,0.00008883701,0.000307411,0.00001948019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000134,"about_ca_system_score_gemma":0.00002028618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005192183,"about_ca_topic_score_gemma":0.00001764805,"domain_scores_codex":[0.9982539,0.0001098726,0.000623803,0.0001742302,0.0003223897,0.0005158092],"domain_scores_gemma":[0.9985988,0.0002176367,0.000505853,0.0001961721,0.0002797315,0.0002017952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005144853,0.0003929345,0.975817,0.00002629127,0.0009885852,0.00006601951,0.01485129,0.000004519584,0.0001848836,0.0002307391,0.001348327,0.006037959],"study_design_scores_gemma":[0.001976583,0.00047109,0.9730765,0.0002166671,0.0007344856,0.0002668712,0.02051861,0.000001598975,0.000423725,0.0001588066,0.001906692,0.000248433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690796,0.02765821,0.00006996583,0.0001947505,0.002354844,0.0001178505,0.000003591382,0.00002558523,0.0004955834],"genre_scores_gemma":[0.996834,0.001001916,0.0009359265,0.00007774214,0.0006165567,0.00001207506,9.236153e-7,0.00002916276,0.0004916287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02775445,"threshold_uncertainty_score":0.7529835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1968192784775546,"score_gpt":0.448855060770443,"score_spread":0.2520357822928884,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}