{"id":"W4206086311","doi":"10.1007/s10899-021-10098-z","title":"The Prevalence and Correlates of Gambling in Australian Secondary School Students","year":2022,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cancer Council Victoria; Deakin University; Newcastle University; Responsible Gambling Trust; McGill University; University of Pittsburgh","keywords":"Psychology; Alcohol consumption; Psychiatry; Clinical psychology; Demography; Alcohol","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001599573,0.0001589271,0.0003980785,0.000283521,0.000370901,0.00004073999,0.0003704724,0.00003958492,0.0001166842],"category_scores_gemma":[0.0002054277,0.0001135992,0.0001091276,0.0002930465,0.0001523192,0.0001135879,0.000242405,0.0006813357,0.000003512532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000114463,"about_ca_system_score_gemma":0.00005436891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002943118,"about_ca_topic_score_gemma":0.00001500974,"domain_scores_codex":[0.9979948,0.000239133,0.0007708178,0.0001818628,0.0005365751,0.0002767971],"domain_scores_gemma":[0.9984945,0.0004448243,0.0006218299,0.0001895614,0.0001822842,0.00006700906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002528335,0.0003063658,0.9900303,0.0000525965,0.0005024572,0.0001666513,0.005310416,0.00006890749,0.00009667196,0.00005844047,0.0005876874,0.002566618],"study_design_scores_gemma":[0.002214797,0.0007156371,0.9804041,0.000172787,0.0002239311,0.0002113104,0.01484776,0.000001777281,0.00005616753,0.0003526579,0.0006903409,0.0001087611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770194,0.02098683,9.426455e-7,0.0002902883,0.00139643,0.0001581581,0.00001047945,0.00000720869,0.0001302829],"genre_scores_gemma":[0.9955806,0.001831017,0.00006529202,0.00002565152,0.00005740733,0.0000215264,3.994751e-7,0.00001549302,0.002402668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01915581,"threshold_uncertainty_score":0.4632442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1215793754155384,"score_gpt":0.4525719464012202,"score_spread":0.3309925709856818,"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."}}