{"id":"W587597604","doi":"","title":"IMSA TRAFFIC SIGNALS : ANOTHER METHOD OF DILEMMA ZONE PROTECTION","year":2001,"lang":"en","type":"article","venue":"IMSA journal","topic":"Autonomous Vehicle Technology and Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dilemma; Toolbox; Warning signs; Computer security; Computer science; SIGNAL (programming language); Traffic signal; Transport engineering; Simulation; Telecommunications; Engineering; Real-time computing; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004369269,0.0001172856,0.0001992603,0.0001497189,0.00008479792,0.00001371053,0.0001437076,0.0001711739,0.0006117181],"category_scores_gemma":[0.00001761405,0.0001062453,0.00009140503,0.0001987529,0.0000316202,0.0001334815,0.00001137634,0.0004809937,0.00003125469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005572224,"about_ca_system_score_gemma":0.00002090504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004543762,"about_ca_topic_score_gemma":0.000008722623,"domain_scores_codex":[0.9992019,0.00005285089,0.0003161165,0.00008860579,0.000112776,0.000227741],"domain_scores_gemma":[0.9996605,0.00002823248,0.00008931846,0.0001309728,0.0000473015,0.00004368575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000670599,0.00007240448,0.0002577688,0.00002517,0.0001682299,0.00006717695,0.0003295944,0.1764804,0.1423068,0.0002060196,0.0005602133,0.6794592],"study_design_scores_gemma":[0.004924364,0.001097181,0.02105347,0.0003055518,0.0002388168,0.01474148,0.0005062668,0.3959042,0.3620276,0.00532877,0.1923555,0.001516911],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5635151,0.000286619,0.4346558,0.0002574711,0.0001558374,0.0000987048,0.000001942359,0.0002110065,0.0008175196],"genre_scores_gemma":[0.9926475,0.000112046,0.006880654,0.00002534232,0.0001281383,0.000007305952,3.825525e-7,0.00002716277,0.0001714993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6779423,"threshold_uncertainty_score":0.6697884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546413213642321,"score_gpt":0.2397968689036274,"score_spread":0.2243327367672042,"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."}}