{"id":"W3168799814","doi":"10.29173/cgs110","title":"$14.5-Billion Per Year and Counting: Canadian Gambling Statistics","year":2021,"lang":"en","type":"article","venue":"Critical Gambling Studies","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Alberta Gambling Research Institute, University of Calgary; Gambling Research Exchange Ontario","keywords":"Liberian dollar; Psychology; Revenue; Statistics; Actuarial science; Economics; Accounting; Finance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002919547,0.0009881106,0.0003533459,0.009479658,0.004235531,0.004333487,0.002178919,0.0009981979,0.02821761],"category_scores_gemma":[0.01195558,0.0004642624,0.000665015,0.02121438,0.001096405,0.002230741,0.00160982,0.002293076,0.007932825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06146463,"about_ca_system_score_gemma":0.1317382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961705,"about_ca_topic_score_gemma":0.9973289,"domain_scores_codex":[0.9948807,0.000184597,0.0002195968,0.0002353873,0.003909111,0.0005705651],"domain_scores_gemma":[0.985726,0.0005168295,0.0004411692,0.0002536601,0.01201988,0.001042517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001455974,0.000009550722,0.005367021,0.0002059173,0.00000803301,0.00002796148,0.0003354357,0.00027432,0.00005132824,0.01082287,0.9468329,0.03605006],"study_design_scores_gemma":[0.000006149146,0.000005807892,0.04225234,0.0003730321,0.00001205935,0.00003893614,0.0007805213,0.0006579924,0.0001259973,0.001009834,0.9546761,0.00006124283],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.01218594,0.01427007,0.004749371,0.06702874,0.005035551,0.0007686602,0.4746007,0.001477801,0.4198831],"genre_scores_gemma":[0.1782643,0.04844451,0.03665628,0.01571755,0.001448026,0.0008385533,0.419215,0.001328235,0.2980875],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06146463,"threshold_uncertainty_score":0.4459592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1910658414053215,"score_gpt":0.4663573433414748,"score_spread":0.2752915019361533,"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."}}