{"id":"W7098475574","doi":"","title":"Final Report: British Columbia Problem Gambling Prevalence Study Submitted to: Gaming Policy and Enforcement Branch Ministry of Public Safety and Solicitor General Submitted by:","year":2010,"lang":"en","type":"article","venue":"","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Christian ministry; Enforcement; Government (linguistics); Law enforcement","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006813123,0.000186682,0.0004825518,0.0002075413,0.0003719982,0.002044,0.0006933592,0.00009856611,0.0008177042],"category_scores_gemma":[0.003084133,0.000218723,0.00005559801,0.0008943902,0.0002192808,0.0006553339,0.0009390524,0.0002109472,0.000006079452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003148508,"about_ca_system_score_gemma":0.0001606479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03454667,"about_ca_topic_score_gemma":0.0549939,"domain_scores_codex":[0.9951916,0.0002445915,0.001538412,0.0009995947,0.001500932,0.0005248828],"domain_scores_gemma":[0.9974494,0.0003969879,0.0004949234,0.0008814118,0.0004021759,0.0003750966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126935,0.001364302,0.5935344,0.0003210719,0.0001887563,0.0001294265,0.003256844,0.00001155431,0.01015067,0.003736653,0.08035281,0.3068408],"study_design_scores_gemma":[0.003053376,0.0007529086,0.8423577,0.00009557517,0.00008225786,0.0002989403,0.004353912,0.0009946851,0.0004081796,0.002619465,0.1441477,0.000835285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907666,0.0000386878,0.003606639,0.000957142,0.0002150942,0.001212102,0.0001737617,0.00005166197,0.00297832],"genre_scores_gemma":[0.9601058,0.00004236379,0.001960768,0.0004565947,0.0001437522,0.00004745479,0.00003472713,0.00001439127,0.03719414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3060055,"threshold_uncertainty_score":0.998992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08412132569334843,"score_gpt":0.3807746408175742,"score_spread":0.2966533151242258,"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."}}