{"id":"W4391768545","doi":"10.1109/itsc57777.2023.10422001","title":"An Optimization-based Coordination of Multi-lane Platoons of Connected and Automated Trucks for Reducing Travel Time","year":2023,"lang":"en","type":"article","venue":"","topic":"Traffic control and management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Truck; Computer science; Travel time; Real-time computing; Transport engineering; 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":[0.0003945792,0.0006896122,0.0006334791,0.0004762484,0.0007044052,0.0004898786,0.0007909084,0.0004041756,0.001565841],"category_scores_gemma":[0.0005550285,0.0003396424,0.000599773,0.0003928652,0.0003646608,0.0005770513,0.0007421343,0.0003910933,0.0001897136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005505607,"about_ca_system_score_gemma":0.0009956312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007142904,"about_ca_topic_score_gemma":0.006285233,"domain_scores_codex":[0.9997249,0.00005963131,0.00001196668,0.00007350068,0.00006483766,0.00006516715],"domain_scores_gemma":[0.9997522,0.00005499483,0.0000488448,0.00002908007,0.000059141,0.00005571935],"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":[0.0001798283,0.0001025263,0.0012664,0.00007197196,0.0000565076,0.0001228501,0.0001346333,0.9205216,0.01581818,0.00453387,0.0006632898,0.05652843],"study_design_scores_gemma":[0.00000844237,0.0000590943,0.0001895618,0.000002077728,0.00000926066,0.00001121975,0.00001815824,0.997843,0.0009624352,0.0004560152,0.0004357386,0.000004952461],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07665408,0.0001326874,0.9186765,0.00007938541,0.00005330853,0.00009720494,0.00002812872,0.0003614454,0.003917253],"genre_scores_gemma":[0.8914661,0.00007765737,0.1066134,0.00002817708,0.00001824212,0.00007433532,0.00005196385,0.00003394314,0.001636049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007142904,"threshold_uncertainty_score":0.01420265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009937868601708413,"score_gpt":0.2271473258436577,"score_spread":0.2172094572419492,"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."}}