{"id":"W4402159071","doi":"10.1109/icc51166.2024.10622924","title":"On The Performance of Perception Systems of Autonomous Vehicles","year":2024,"lang":"en","type":"article","venue":"","topic":"Advanced Neural Network Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Perception; Human–computer interaction; Psychology","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":[0.004292698,0.001801971,0.001437139,0.001254186,0.0008091809,0.002377336,0.001983798,0.002058006,0.001442337],"category_scores_gemma":[0.01434497,0.000517419,0.0006807642,0.001153883,0.0008214039,0.003424745,0.001642656,0.001467622,0.0008201263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003209905,"about_ca_system_score_gemma":0.001515021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02300151,"about_ca_topic_score_gemma":0.0107926,"domain_scores_codex":[0.9971295,0.000625713,0.0002133924,0.0009723375,0.0007045413,0.0003545205],"domain_scores_gemma":[0.9928993,0.004195052,0.0005666543,0.0008418107,0.001151589,0.0003457345],"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":[0.001399762,0.0005796573,0.01374968,0.0005234884,0.0003005594,0.0001001967,0.0001608176,0.8045816,0.005698165,0.001704748,0.006595341,0.1646059],"study_design_scores_gemma":[0.00002150665,0.000382782,0.004207211,0.00002089107,0.00003001905,0.00004380261,0.00008244977,0.990043,0.003138915,0.001228177,0.0007798021,0.00002132278],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045637,0.009057811,0.06704157,0.001363722,0.0005713436,0.0002233046,0.00263797,0.00473174,0.009808911],"genre_scores_gemma":[0.9823705,0.0007248413,0.0125095,0.0001155792,0.00004898195,0.00005431407,0.002941912,0.0001009431,0.001133533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02300151,"threshold_uncertainty_score":0.0457353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01819121122632312,"score_gpt":0.2509387168175943,"score_spread":0.2327475055912712,"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."}}