{"id":"W4392791889","doi":"10.32920/25412806","title":"Effect of Autonomous Vehicles on Various Sight Distance Requirements","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sight; Braking distance; Geometric design; Design speed; Computer science; Simulation; Automotive engineering; Engineering; Transport engineering","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":[0.00116678,0.0006677175,0.0005201852,0.0007931179,0.0006172842,0.001081842,0.00071354,0.0008402918,0.003625674],"category_scores_gemma":[0.009125684,0.0003006006,0.0004412984,0.0004108911,0.0006333077,0.001447409,0.001226928,0.0005493854,0.0005405662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000996171,"about_ca_system_score_gemma":0.0008293565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005425312,"about_ca_topic_score_gemma":0.003240801,"domain_scores_codex":[0.9983497,0.0003396572,0.00005720641,0.0001898541,0.0006159878,0.0004476054],"domain_scores_gemma":[0.9910954,0.005019528,0.0008797385,0.0005480287,0.00197393,0.000483416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001689374,0.0003311529,0.01426477,0.0004413855,0.00008622072,0.0007166046,0.0003294744,0.8806646,0.0518881,0.006432019,0.001518317,0.04163797],"study_design_scores_gemma":[0.0001430483,0.003279225,0.03104536,0.00006963941,0.0001653509,0.0007923208,0.002598096,0.8685887,0.07720336,0.008971441,0.007004971,0.0001384046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9488834,0.0005624266,0.03424422,0.0001539775,0.00006034914,0.00009243388,0.0002365576,0.0003360511,0.0154306],"genre_scores_gemma":[0.9966655,0.00008484256,0.00196235,0.00001384214,0.000004396466,0.00001949928,0.000117154,0.0000319031,0.001100418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005425312,"threshold_uncertainty_score":0.01212907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0073815470918252,"score_gpt":0.2409756589400431,"score_spread":0.2335941118482179,"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."}}