{"id":"W2164957996","doi":"10.4309/jgi.2006.16.19","title":"Gambling and problem gambling in a sample of university students","year":2006,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Psychology; Odds; Sample (material); Population; Ethnic group; Demography; Social psychology; Clinical psychology; Logistic regression; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144712,0.0002052475,0.0005432114,0.0008441481,0.00007479137,0.00005524871,0.0003039128,0.0001398257,0.00007406127],"category_scores_gemma":[0.00007306698,0.0001953138,0.0001383034,0.000487355,0.0000819816,0.0002481239,0.00007694682,0.000318574,0.00000563629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009298524,"about_ca_system_score_gemma":0.00004332191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352448,"about_ca_topic_score_gemma":0.0001785825,"domain_scores_codex":[0.9979771,0.0001869072,0.0007425789,0.0002481519,0.0005062611,0.0003389453],"domain_scores_gemma":[0.9985584,0.000276722,0.0006175986,0.0001983998,0.000253476,0.00009540711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004522387,0.0009900479,0.9912078,0.00004016149,0.0001157517,0.0003701638,0.0024534,0.000201033,0.001546091,0.0004846244,0.0001398511,0.001998846],"study_design_scores_gemma":[0.007924918,0.0008260424,0.9785924,0.0006885158,0.0003072835,0.0001919107,0.004519343,0.00003418728,0.00155356,0.001617561,0.003390618,0.0003536567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966926,0.001775643,0.0002989014,0.0001171443,0.0003002107,0.0001570308,0.00001063245,0.0000195618,0.0006282563],"genre_scores_gemma":[0.9920548,0.0001689543,0.006958989,0.00000956879,0.0001398707,8.453774e-7,0.000003980744,0.00002516913,0.0006378258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01261539,"threshold_uncertainty_score":0.7964665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1747006194210502,"score_gpt":0.4299472655330761,"score_spread":0.2552466461120259,"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."}}