{"id":"W2277062056","doi":"10.11575/prism/9908","title":"The Leisure, Lifestyle, & Lifecycle Project (LLLP): A Longitudinal Study of Gambling in Alberta. Final Report for the Alberta Gambling Research Institute","year":2015,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001828594,0.0005475497,0.0003069724,0.001153413,0.003278656,0.001273666,0.001300477,0.0005444011,0.001796408],"category_scores_gemma":[0.001355306,0.0006743659,0.0003264314,0.002204256,0.000668437,0.0007701001,0.001408941,0.001544574,0.0006130683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009651352,"about_ca_system_score_gemma":0.01343353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9376175,"about_ca_topic_score_gemma":0.9684498,"domain_scores_codex":[0.9994254,0.0001149537,0.0000196307,0.00005622351,0.0002388364,0.0001449337],"domain_scores_gemma":[0.9991719,0.00004800291,0.0001033147,0.00004802223,0.0002372298,0.0003916133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003964972,0.001091982,0.9502404,0.00006725109,0.00007204518,0.0005286228,0.006494521,0.0002090111,0.0008124298,0.0004633699,0.0118234,0.02780044],"study_design_scores_gemma":[0.00004761388,0.0001182154,0.9951734,0.00002622931,0.00002143009,0.00006066802,0.001720142,0.0001247903,0.00004545537,0.00006167714,0.002588968,0.00001147276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718243,0.0006576767,0.0009044487,0.001073973,0.00004317842,0.001816476,0.01746821,0.00004855334,0.00616315],"genre_scores_gemma":[0.9455394,0.001597309,0.005643672,0.00109465,0.00004937698,0.001846057,0.02541846,0.00003400009,0.01877712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06238246,"threshold_uncertainty_score":0.1254996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3605398789113347,"score_gpt":0.4396425340098783,"score_spread":0.07910265509854364,"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."}}