{"id":"W1970505940","doi":"10.4271/2011-01-0432","title":"The State of the Art of Driver Model Development","year":2011,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"State (computer science); Computer science; Programming language","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":[0.004290169,0.001420082,0.001082647,0.001855477,0.0005809598,0.003769944,0.00657769,0.001578921,0.009473902],"category_scores_gemma":[0.0110677,0.001206987,0.002013802,0.001335155,0.0006913192,0.00454672,0.002596093,0.002324824,0.005912086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700501,"about_ca_system_score_gemma":0.002831109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413027,"about_ca_topic_score_gemma":0.008958274,"domain_scores_codex":[0.9965564,0.0009574638,0.0001859085,0.0005458788,0.001602544,0.0001517105],"domain_scores_gemma":[0.9936412,0.002683662,0.0002080116,0.0014116,0.001926984,0.0001286111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001145098,0.0002051559,0.004627918,0.001168651,0.0002854878,0.0001318725,0.0005846455,0.1472321,0.002346348,0.06504475,0.02680636,0.7514523],"study_design_scores_gemma":[0.00003013815,0.0001221142,0.001254393,0.000389665,0.00008970506,0.0002520865,0.0003036121,0.75652,0.006695766,0.04408846,0.190129,0.0001249785],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.00693795,0.003895379,0.9630921,0.001633744,0.000314964,0.0001939177,0.00152712,0.008975035,0.01342988],"genre_scores_gemma":[0.2709968,0.02005108,0.6645434,0.001051403,0.0003492314,0.001004127,0.01014375,0.005415621,0.02644465],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01413027,"threshold_uncertainty_score":0.03169334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01177459746757083,"score_gpt":0.2001152518774141,"score_spread":0.1883406544098433,"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."}}