{"id":"W1977728167","doi":"10.7554/elife.00281","title":"New ideas on how drivers perceive speed emerge from the fog","year":2012,"lang":"en","type":"article","venue":"eLife","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Visibility; Driving simulator; Simulation; Cognitive psychology; Meteorology; Computer science; Psychology; Environmental science; Aeronautics; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000796327,0.0007561254,0.0005638782,0.0007995969,0.0004511861,0.002388917,0.001267121,0.00185141,0.003244569],"category_scores_gemma":[0.003337427,0.0005677944,0.0009575448,0.0003226262,0.003485418,0.007373322,0.001397535,0.002481207,0.0004758207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003626594,"about_ca_system_score_gemma":0.0003564483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001122347,"about_ca_topic_score_gemma":0.0009681102,"domain_scores_codex":[0.9996959,0.00003829896,0.00002017807,0.000109735,0.0000759216,0.00006000494],"domain_scores_gemma":[0.9988242,0.0005355618,0.0001594546,0.0002140656,0.0001585205,0.0001082554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001654579,0.0004472354,0.03091048,0.001813476,0.0006586201,0.00185356,0.01308867,0.01222911,0.1615039,0.4665627,0.008110815,0.3011668],"study_design_scores_gemma":[0.0002023028,0.0007056827,0.06683069,0.0003849556,0.000246892,0.001020115,0.002741731,0.02311161,0.01964033,0.8635349,0.0212998,0.0002809085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5807419,0.01605603,0.3049047,0.02627841,0.001895351,0.0001269403,0.000570797,0.0008912077,0.06853466],"genre_scores_gemma":[0.9610744,0.006097366,0.02517281,0.001923031,0.0004363265,0.00006580825,0.0002134771,0.0001345323,0.0048823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003244569,"threshold_uncertainty_score":0.01085418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08187339730426534,"score_gpt":0.3212282378375578,"score_spread":0.2393548405332925,"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."}}