{"id":"W3082179877","doi":"10.1155/2020/8848123","title":"Simulation-Based Research on Driver Visibility of Black-and-White Striped Vehicles","year":2020,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Visibility; Daylight; Twilight; Identification (biology); Computer science; Computer vision; Artificial intelligence; Geography; Optics; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047363,0.0004038125,0.0002619115,0.0003854327,0.0001634153,0.0004710855,0.0004133317,0.0002870984,0.0008108014],"category_scores_gemma":[0.004159468,0.0002019441,0.0004975862,0.0002296919,0.0002426177,0.0004319758,0.0003004565,0.0003376788,0.00007492649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487559,"about_ca_system_score_gemma":0.0005167439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01130793,"about_ca_topic_score_gemma":0.007391103,"domain_scores_codex":[0.9994363,0.000303598,0.00003028376,0.00006089199,0.00009956764,0.0000692729],"domain_scores_gemma":[0.9955217,0.00367948,0.0002792185,0.0001395499,0.000297353,0.00008267113],"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":[0.002067524,0.002297624,0.06460261,0.0005281509,0.00044162,0.0001727577,0.0009841726,0.8619213,0.04232405,0.001753993,0.00030428,0.02260179],"study_design_scores_gemma":[0.0001611135,0.003881769,0.05456135,0.00003496733,0.000181919,0.00008469939,0.0005274913,0.9197665,0.01929941,0.0006867344,0.0007563515,0.00005765364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960003,0.00005161182,0.003293616,0.00001319775,0.000005518233,0.00001977245,0.00003876067,0.00001270516,0.0005645658],"genre_scores_gemma":[0.998364,0.00007006851,0.001378545,0.000003921237,0.000001385722,0.00001218698,0.00005469435,0.000002346816,0.0001126939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01130793,"threshold_uncertainty_score":0.02248418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0399881687555018,"score_gpt":0.3093987997262844,"score_spread":0.2694106309707826,"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."}}