{"id":"W4225545418","doi":"10.1007/s10899-021-10103-5","title":"Using Icon Arrays to Communicate Gambling Information Reduces the Appeal of Scratch Card Games","year":2022,"lang":"en","type":"article","venue":"Journal of Gambling Studies","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Icon; Appeal; Salience (neuroscience); Psychology; Scratch; Perception; Feeling; Social psychology; Internet privacy; Computer science; Advertising; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008057461,0.0006367635,0.0004791515,0.0005134064,0.0002398146,0.001348803,0.000678807,0.001608521,0.02239886],"category_scores_gemma":[0.017601,0.0003502622,0.0002035601,0.000275931,0.0004539395,0.001207768,0.0009136517,0.0009816553,0.002535894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002087843,"about_ca_system_score_gemma":0.000290713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005371271,"about_ca_topic_score_gemma":0.0005064481,"domain_scores_codex":[0.9990951,0.0004111364,0.00004887847,0.000135956,0.0001857552,0.0001232255],"domain_scores_gemma":[0.9903393,0.007358919,0.0006946996,0.0006151217,0.0003744219,0.0006174291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02278123,0.01903486,0.02335221,0.0008723464,0.0002096401,0.0005961193,0.00137099,0.005316197,0.5432055,0.01055843,0.008827009,0.3638754],"study_design_scores_gemma":[0.004152673,0.04843922,0.2528546,0.0007762485,0.001698625,0.003558077,0.003984977,0.2264862,0.3679543,0.05326993,0.03627136,0.0005539554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766468,0.0001470899,0.009015414,0.0004717297,0.000225828,0.00006255935,0.00005730551,0.0003952921,0.01297792],"genre_scores_gemma":[0.9883325,0.0001009593,0.005448478,0.000419888,0.00006253696,0.00007418082,0.00008816343,0.0001139168,0.005359431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02239886,"threshold_uncertainty_score":0.07493162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.409108575537668,"score_gpt":0.496902943627795,"score_spread":0.08779436809012703,"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."}}