{"id":"W1988219048","doi":"10.1002/atr.5670430105","title":"Platooning on two‐lane two‐way highways: An empirical investigation","year":2009,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic control and management","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Montana State University","keywords":"Platoon; Headway; Range (aeronautics); Transport engineering; Traffic flow (computer networking); Traffic engineering; Traffic speed; Computer science; Speed limit; Simulation; Environmental science; Engineering; Control (management); Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001289386,0.0001219661,0.000175852,0.0001422195,0.00003500022,0.00001889754,0.00007751344,0.00003089604,0.000007339531],"category_scores_gemma":[0.000005938123,0.0001117822,0.00006430437,0.0001258523,0.000009119148,0.0004925819,3.105799e-7,0.0001892851,0.000003338203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005529576,"about_ca_system_score_gemma":0.00001176183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001244062,"about_ca_topic_score_gemma":0.00004387812,"domain_scores_codex":[0.9991167,0.0000143321,0.0004094261,0.00009454868,0.0002245198,0.0001405285],"domain_scores_gemma":[0.9996032,0.00002571877,0.0001210693,0.00008474384,0.00005789933,0.0001074222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00009110077,0.00003391989,0.0002231739,0.00001039522,0.00002018105,0.00003350604,0.0008911681,0.9284784,0.01413826,0.0006665307,0.0001067848,0.05530657],"study_design_scores_gemma":[0.006272851,0.001395441,0.9660389,0.0002279307,0.0001386474,0.00001592852,0.0003838703,0.01304602,0.004717639,0.003768836,0.003595543,0.0003984398],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874074,0.0001109194,0.01126897,0.0002749753,0.0004058548,0.00009585039,0.000002916057,0.0001713359,0.0002617952],"genre_scores_gemma":[0.9929087,0.00003937856,0.006587756,0.0002086862,0.0002044069,0.000001730136,0.00002781408,0.00001354176,0.000008057853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9658157,"threshold_uncertainty_score":0.4558346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231059150318677,"score_gpt":0.2521725734217403,"score_spread":0.2398619819185535,"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."}}