{"id":"W4385351025","doi":"10.1080/00423114.2023.2237280","title":"Preface","year":2023,"lang":"en","type":"article","venue":"Vehicle System Dynamics","topic":"Vehicle Dynamics and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00158686,0.001085279,0.0009803309,0.002933017,0.00178449,0.004997317,0.001588769,0.001674903,0.5555105],"category_scores_gemma":[0.01097944,0.0003601075,0.0006275184,0.002124606,0.0005280531,0.00349167,0.002104572,0.002967254,0.4413269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344164,"about_ca_system_score_gemma":0.002325231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037842,"about_ca_topic_score_gemma":0.002354813,"domain_scores_codex":[0.9989785,0.00009770774,0.0000835043,0.0001678626,0.0005822187,0.00009024535],"domain_scores_gemma":[0.9926133,0.001025375,0.0002808167,0.0005129041,0.004229105,0.001338527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008735034,0.000007563379,0.00002528084,0.00005653454,8.132941e-7,0.00001114104,0.00001154681,0.00001903302,0.0000507996,0.0006087767,0.9819506,0.01724901],"study_design_scores_gemma":[0.000002899237,0.000009910677,0.0001425799,0.00007960085,0.000001166762,0.00002557303,0.00002186115,0.00001607384,0.0000363326,0.0006072433,0.9990539,0.000002913206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0006478892,0.01084554,0.003350245,0.04565868,0.532851,0.0004945426,0.01139747,0.001905607,0.3928491],"genre_scores_gemma":[0.002488767,0.009204402,0.00144846,0.009718175,0.1226153,0.0002538582,0.01112758,0.001189019,0.8419546],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5555105,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004075533402971625,"score_gpt":0.1714530100962949,"score_spread":0.1673774766933233,"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."}}