{"id":"W4290999867","doi":"10.3758/s13423-022-02159-0","title":"Taking prevalence effects on the road: Rare hazards are often missed","year":2022,"lang":"en","type":"article","venue":"Psychonomic Bulletin & Review","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Family Physicians of Canada; University of Toronto","funders":"National Eye Institute; Natural Sciences and Engineering Research Council of Canada","keywords":"Perception; Hazard; Task (project management); Event (particle physics); Psychology; Cognitive psychology; Cognition; Computer science; Engineering","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":[0.002366421,0.0005570191,0.00072727,0.0007478669,0.0005249465,0.001007498,0.0004934631,0.0009037589,0.004927546],"category_scores_gemma":[0.02779354,0.000556816,0.0003942423,0.0001981396,0.0008883826,0.001829384,0.00258105,0.001440789,0.0003833479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002895565,"about_ca_system_score_gemma":0.000269397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086596,"about_ca_topic_score_gemma":0.001797481,"domain_scores_codex":[0.9971718,0.0009047991,0.000217265,0.0006934938,0.000820294,0.0001923074],"domain_scores_gemma":[0.9759707,0.01572612,0.003570457,0.002600865,0.001078368,0.001053349],"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":[0.009979682,0.001882214,0.1805755,0.001733203,0.0005591835,0.001654807,0.006581561,0.002663943,0.5790642,0.003444917,0.002832139,0.2090285],"study_design_scores_gemma":[0.0002402557,0.005628982,0.9268727,0.0002590297,0.0004382614,0.00250795,0.002141178,0.006136182,0.04397346,0.005890266,0.005719163,0.0001924918],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856849,0.0004445688,0.007907267,0.0002826708,0.0000479069,0.00007182993,0.0001304817,0.0001102832,0.005320081],"genre_scores_gemma":[0.9935283,0.000165292,0.005030595,0.0002640147,0.00003928507,0.00005844573,0.000137335,0.00005521048,0.0007215086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004927546,"threshold_uncertainty_score":0.01648426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040117191835026,"score_gpt":0.3452447088363343,"score_spread":0.3051275170013084,"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."}}