{"id":"W1978142646","doi":"10.4309/jgi.2011.26.6","title":"Does one shoe fit all? Impacts of gambling among four ethnic groups in New Zealand","year":2011,"lang":"en","type":"article","venue":"Journal of Gambling Issues","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Psychology; Quality of life (healthcare); Demography; Geography; Gerontology; Sociology; Gender studies; Medicine; Anthropology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00109949,0.0003283901,0.0008587552,0.0008549186,0.00004011506,0.00004389351,0.0004340892,0.0002869261,0.0008186027],"category_scores_gemma":[0.0001672733,0.0002149616,0.0003165287,0.0004461977,0.00008686189,0.0004155296,0.00005948444,0.0006394489,0.00003652247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008812677,"about_ca_system_score_gemma":0.00009814101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547438,"about_ca_topic_score_gemma":0.001183508,"domain_scores_codex":[0.9971282,0.0001806171,0.001249011,0.0003035309,0.0005541371,0.0005845267],"domain_scores_gemma":[0.9978282,0.000166125,0.001014975,0.0004153568,0.0002362895,0.0003390216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007046382,0.001160562,0.9618072,0.00003574706,0.0004757425,0.0006637416,0.02538406,0.00001638737,0.002669566,0.0000558045,0.0007274234,0.006299109],"study_design_scores_gemma":[0.00369769,0.0009708251,0.9858667,0.0006323521,0.0003436307,0.0001066543,0.001297861,0.000006706773,0.005280095,0.001185292,0.0003418503,0.0002703901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956146,0.002080458,0.00004544945,0.0002679375,0.001255571,0.0001860967,0.000005043171,0.00003085159,0.0005139281],"genre_scores_gemma":[0.9936918,0.0005885382,0.002640316,0.00004976451,0.0004449988,0.000003139362,0.000002893258,0.00005847827,0.002520079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0240862,"threshold_uncertainty_score":0.8963126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4511512859712973,"score_gpt":0.4579451681799294,"score_spread":0.006793882208632085,"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."}}