{"id":"W257226280","doi":"10.1007/3-7643-7363-6_9","title":"Collaborative Driving System Using Teamwork for Platoon Formations","year":2005,"lang":"en","type":"book-chapter","venue":"Birkhäuser-Verlag eBooks","topic":"Traffic control and management","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Platoon; Teamwork; Software; Intelligent transportation system; Layer (electronics); Automation; Engineering; Architecture; Decentralised system; Distributed computing; Domain (mathematical analysis); Computer science; Control engineering; Systems engineering; Control (management); Transport engineering; Artificial intelligence; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001588131,0.000611918,0.0006542896,0.000329639,0.0002671241,0.0001449188,0.0002906329,0.0004090923,0.00003322748],"category_scores_gemma":[0.000007311764,0.0006539884,0.0002721493,0.00003421307,0.00004117949,0.0001410679,0.00007622534,0.0002946737,0.00008060801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006268702,"about_ca_system_score_gemma":0.00009407922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004110785,"about_ca_topic_score_gemma":0.0002178244,"domain_scores_codex":[0.9981602,0.000009777102,0.0006641618,0.0003731608,0.0002998228,0.0004928227],"domain_scores_gemma":[0.9989042,0.0001056856,0.000203003,0.0004948245,0.0001495201,0.0001427949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007763351,0.00002360631,0.000002861967,0.002551937,0.001877748,0.00003707214,0.002123293,0.1143474,0.000504299,0.7539668,0.0273603,0.09712704],"study_design_scores_gemma":[0.0008606644,0.00004954925,0.000007364152,0.001060961,0.0004265371,0.00001043272,0.0003017243,0.05121611,0.0000755504,0.0003780743,0.9447263,0.0008867031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003634572,0.0008020498,0.02255229,0.00002077821,0.00149233,0.002692933,0.000294135,0.002057898,0.9697241],"genre_scores_gemma":[0.3256159,0.0001083344,0.01420312,0.0001331495,0.003011534,0.0006924606,0.0001782318,0.0008910575,0.6551663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.917366,"threshold_uncertainty_score":0.9995911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01049945983262966,"score_gpt":0.197389540591503,"score_spread":0.1868900807588733,"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."}}