{"id":"W3152828690","doi":"10.33684/2021.002","title":"Examining lottery play and risk among young people in Great Britain","year":2021,"lang":"en","type":"report","venue":"","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gambling Research Exchange Ontario","keywords":"Lottery; Mental health; Psychology; Popularity; Norwegian; Firth; Logistic regression; Psychiatry; Social psychology; Demography; Medicine; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009283057,0.0002108338,0.0003820129,0.001325773,0.0007487583,0.0009122391,0.0005661173,0.0005684916,0.002296251],"category_scores_gemma":[0.002478107,0.0003772808,0.000556825,0.001484569,0.000582607,0.0004660633,0.001233398,0.000757229,0.0003333798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001206936,"about_ca_system_score_gemma":0.001077675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1898061,"about_ca_topic_score_gemma":0.2912257,"domain_scores_codex":[0.9993241,0.0001833678,0.00008264902,0.00008554284,0.0001871996,0.0001372037],"domain_scores_gemma":[0.9980691,0.0002646457,0.0007572981,0.00007194142,0.0002681931,0.0005688167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002239755,0.00003236554,0.9957605,0.00003802357,0.0000208439,0.0001020337,0.001597566,0.00001452527,0.00007831869,0.00002462227,0.0002079228,0.002100921],"study_design_scores_gemma":[0.000001102253,0.00001925826,0.9988777,0.00001902352,0.000003803263,0.00003482094,0.0009001034,0.0000225664,0.000005404265,0.000007823074,0.0001067795,0.000001580778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984052,0.0004233563,0.00003397611,0.0001258383,0.000008942729,0.00001838444,0.0003967795,0.000002035598,0.0005855209],"genre_scores_gemma":[0.9986928,0.0003024976,0.00007947849,0.00006701012,0.000006873493,0.00002715617,0.0003386511,0.000001492537,0.0004840922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1898061,"threshold_uncertainty_score":0.3774026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1193931942332032,"score_gpt":0.376428868795703,"score_spread":0.2570356745624998,"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."}}