{"id":"W7165294857","doi":"","title":"Financial inducements in gambling marketing: An information disclosure proposal to inform gamblers of their true economic value","year":2025,"lang":"en","type":"article","venue":"Cronfa (Swansea University)","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Gambling Research Institute, University of Calgary; Gambling Research Exchange Ontario; Economic and Social Research Institute; Leverhulme Trust","keywords":"Value (mathematics); Payment; Value of information; Information economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003176614,0.0001892065,0.0002454317,0.001117574,0.0001343784,0.00003786725,0.0003346108,0.0001762071,0.0001355061],"category_scores_gemma":[0.00002632688,0.0002033643,0.000080462,0.0006635194,0.00006427937,0.0006509812,0.0001020095,0.0001744609,0.00004775131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003769863,"about_ca_system_score_gemma":0.0003977456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005432772,"about_ca_topic_score_gemma":0.0003390881,"domain_scores_codex":[0.9988902,0.0001135292,0.0003204648,0.0002469239,0.0001048934,0.0003240028],"domain_scores_gemma":[0.9993387,0.00004335617,0.0001307402,0.0003403012,0.00006201261,0.00008491427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005348132,0.0013129,0.7910035,0.0001760399,0.000294353,0.00009042888,0.02196114,0.001633982,0.0007306907,0.09356181,0.001350246,0.08253683],"study_design_scores_gemma":[0.00515689,0.000401242,0.9585812,0.0001519835,0.0001032314,0.000002693622,0.007173818,0.00008716502,0.001413955,0.0002461022,0.02631053,0.0003711474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604831,0.000005752562,0.0001793085,0.0001390456,0.0005206111,0.0004913351,0.00007196901,0.0000413874,0.03806747],"genre_scores_gemma":[0.9975147,0.000003057617,0.000198206,0.00006083602,0.00001481625,0.000005010802,0.00007602741,0.000008631075,0.002118691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1675778,"threshold_uncertainty_score":0.8292955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741725994267259,"score_gpt":0.3210242124473034,"score_spread":0.2836069525046309,"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."}}