{"id":"W4394804134","doi":"10.2139/ssrn.4774297","title":"Responsible Gambling","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Business; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001142636,0.0003383865,0.0002652255,0.0008428675,0.001735731,0.001647536,0.00058295,0.001891415,0.1316974],"category_scores_gemma":[0.004702479,0.0001917333,0.0003529421,0.0002380714,0.000993635,0.001106781,0.0015165,0.002771219,0.03226695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007124698,"about_ca_system_score_gemma":0.002747328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002222615,"about_ca_topic_score_gemma":0.00759237,"domain_scores_codex":[0.9992034,0.000171786,0.00002979273,0.0001009548,0.0003061258,0.0001879551],"domain_scores_gemma":[0.9983425,0.0003014391,0.00008510917,0.0002293448,0.0002999713,0.0007415496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001020298,0.0005900896,0.005948995,0.00007095814,0.0000173983,0.0007815016,0.0006531359,0.0001504983,0.0006734004,0.1736078,0.5339689,0.2834353],"study_design_scores_gemma":[0.00007108063,0.0001262,0.01088283,0.0002248896,0.00001481679,0.002117244,0.0007109848,0.0007082503,0.0005022626,0.06979282,0.9148251,0.00002347451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01522284,0.001745941,0.003791351,0.02666236,0.002455876,0.0001571675,0.0003155348,0.0002426167,0.9494063],"genre_scores_gemma":[0.1600229,0.001352104,0.001881528,0.02100861,0.0007631129,0.0001480884,0.0003814368,0.0001025328,0.8143398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1316974,"threshold_uncertainty_score":0.4405716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07055374964610309,"score_gpt":0.4090174403792625,"score_spread":0.3384636907331594,"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."}}