{"id":"W4390759769","doi":"10.31219/osf.io/3kytp","title":"Financial inducements in gambling marketing: An information disclosure proposal to inform gamblers of their true economic value","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Gambling Behavior and Treatments","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Gambling Research Institute, University of Calgary; GambleAware; Responsible Gambling Fund; Gambling Research Exchange Ontario; Economic and Social Research Institute","keywords":"Commission; Value (mathematics); Government (linguistics); Profit (economics); Business; Marketing; Affect (linguistics); Economics; Finance; Work (physics); Actuarial science; Public economics; Microeconomics; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01862632,0.0009025998,0.0003521939,0.001233891,0.002029264,0.002627281,0.001662563,0.01076164,0.01719058],"category_scores_gemma":[0.0285433,0.0004498003,0.001158279,0.000506569,0.003610863,0.003241807,0.003817567,0.00468824,0.003283297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001400013,"about_ca_system_score_gemma":0.004006596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009967235,"about_ca_topic_score_gemma":0.001346889,"domain_scores_codex":[0.9888656,0.006097914,0.000440399,0.0006354029,0.003226178,0.0007344591],"domain_scores_gemma":[0.9804335,0.01461838,0.001242715,0.001287706,0.001305816,0.001111765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000835721,0.002018282,0.00140797,0.0004201796,0.00004974378,0.0007183342,0.001769533,0.002500899,0.005065966,0.6235784,0.1250087,0.2366261],"study_design_scores_gemma":[0.001983132,0.003330229,0.007687801,0.001025439,0.0003470158,0.001378088,0.001201057,0.02306671,0.01162469,0.2959962,0.6519437,0.0004160068],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05960923,0.003151584,0.2104249,0.2411789,0.008025224,0.00968786,0.0008781418,0.001806464,0.4652378],"genre_scores_gemma":[0.505128,0.004153849,0.1808455,0.06699897,0.008003287,0.008851058,0.0005472411,0.0001966788,0.2252754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01862632,"threshold_uncertainty_score":0.09850657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07617108677284684,"score_gpt":0.3844108137443427,"score_spread":0.3082397269714958,"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."}}