{"id":"W2058667559","doi":"10.1162/pres_a_00170","title":"The Potential of Subliminal Information Displays to Change Driver Behavior","year":2014,"lang":"en","type":"article","venue":"PRESENCE Virtual and Augmented Reality","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Subliminal stimuli; Perception; Computer science; Cognitive psychology; Terminology; Human–computer interaction; Computer security; Psychology; Neuroscience","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":[],"consensus_categories":[],"category_scores_codex":[0.0003642988,0.00008070812,0.00009658932,0.00005987136,0.0001994647,0.00004607597,0.0001334135,0.00004924553,0.0003880778],"category_scores_gemma":[0.00007436889,0.00005575174,0.0000377414,0.00009219859,0.0001025772,0.0003252709,0.00007127525,0.00009715297,0.0001004742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001183506,"about_ca_system_score_gemma":0.000005564632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003811179,"about_ca_topic_score_gemma":0.00005240305,"domain_scores_codex":[0.9990878,0.0001581156,0.0002903523,0.000119931,0.0001929414,0.000150899],"domain_scores_gemma":[0.9993801,0.00009756209,0.0001278316,0.000209669,0.00009757267,0.00008723665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00101848,0.0004711548,0.01067396,0.00004357653,0.00009613301,0.000002866015,0.01911249,0.00003966399,0.003416065,0.1115785,0.02733939,0.8262077],"study_design_scores_gemma":[0.0006114909,0.0003041354,0.9243042,0.00002237848,0.00003103455,0.00001123814,0.002825447,0.002846392,0.0003478499,0.000146438,0.06841764,0.0001316969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775617,0.0000128171,0.0117752,0.002817011,0.001124873,0.000479559,0.00007708525,0.00005362674,0.006098184],"genre_scores_gemma":[0.9988053,0.00001287021,0.0000137573,0.0002774152,0.00007899614,0.0001171105,0.0000312206,0.000002996725,0.000660334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9136303,"threshold_uncertainty_score":0.424918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03176715523773035,"score_gpt":0.3405192648770559,"score_spread":0.3087521096393256,"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."}}