{"id":"W4402990410","doi":"10.3390/wevj15100447","title":"Comparative Assessment of Expected Safety Performance of Freeway Automated Vehicle Managed Lanes","year":2024,"lang":"en","type":"article","venue":"World Electric Vehicle Journal","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Transport engineering; Computer science; Automotive engineering; 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":[0.001557127,0.000534145,0.0002791151,0.001065183,0.0002379302,0.0008926807,0.0006689228,0.0005395017,0.001512699],"category_scores_gemma":[0.004722191,0.0001976234,0.0006489999,0.0005522565,0.000412746,0.001116712,0.0005600418,0.0003118541,0.000182644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009488338,"about_ca_system_score_gemma":0.0006234091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974163,"about_ca_topic_score_gemma":0.004174571,"domain_scores_codex":[0.9990689,0.0002449483,0.00005514352,0.0001362124,0.0003123247,0.0001825165],"domain_scores_gemma":[0.9957534,0.002058681,0.0006092879,0.000356611,0.0009800462,0.0002420348],"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":[0.00119258,0.0004374767,0.0646829,0.0001589747,0.0002271351,0.0002047583,0.0002142302,0.8979775,0.01051966,0.002148678,0.0003498857,0.02188614],"study_design_scores_gemma":[0.0001054832,0.007636952,0.1535966,0.00003921424,0.0001848324,0.0001650237,0.001035893,0.8117884,0.02144449,0.002503173,0.00139494,0.0001049743],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961229,0.0000412265,0.002516086,0.00001215438,0.000004783933,0.00002061816,0.0001823085,0.00003110112,0.001068795],"genre_scores_gemma":[0.9990133,0.00001552308,0.0005250873,0.000001670346,8.904322e-7,0.00001431202,0.0001929635,0.000003803957,0.0002325515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003974163,"threshold_uncertainty_score":0.008234978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008920774931990205,"score_gpt":0.2516511533689275,"score_spread":0.2427303784369373,"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."}}