{"id":"W4293225162","doi":"10.1080/14459795.2022.2038655","title":"An experiment on the perceived efficacy of fear-based messages in online roulette","year":2022,"lang":"en","type":"article","venue":"International Gambling Studies","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; York University; Toronto Metropolitan University; University of Calgary","funders":"","keywords":"Roulette; Psychology; Social psychology; Cognition; Advertising","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003434291,0.00009216051,0.000142647,0.0001722781,0.0001409604,0.000008179029,0.0003113349,0.00001878064,0.001456463],"category_scores_gemma":[0.0000649716,0.00007119856,0.00008960208,0.0001208003,0.00007083345,0.00002848666,0.0000671769,0.0002399826,0.000012026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392492,"about_ca_system_score_gemma":0.00001851272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002670213,"about_ca_topic_score_gemma":0.00008033888,"domain_scores_codex":[0.9988162,0.000219546,0.000326621,0.000199922,0.0002904074,0.0001473115],"domain_scores_gemma":[0.999366,0.0002108152,0.0001160948,0.0001961124,0.00008812929,0.00002287095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01022539,0.07952847,0.2770195,0.0001243216,0.002964188,0.0004387523,0.1702629,0.04420383,0.03117041,0.1599589,0.1122597,0.1118436],"study_design_scores_gemma":[0.002635766,0.001486906,0.9503506,0.0001558719,0.00002470473,0.000003621901,0.03379467,0.0008768,0.0005496778,0.0001553376,0.009760268,0.0002057284],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878729,0.0005106934,0.000007440965,0.009427419,0.001117376,0.0001934784,0.0000726518,0.00002355396,0.0007744624],"genre_scores_gemma":[0.9975185,0.00001222756,0.0001026884,0.001247481,0.00007154833,0.0002229145,0.00003666099,0.0000106448,0.0007772737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6733311,"threshold_uncertainty_score":0.9994563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.209258361207474,"score_gpt":0.5090478405482383,"score_spread":0.2997894793407642,"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."}}