{"id":"W4241125947","doi":"10.18280/mmep.020202","title":"STUDY OF THE TIME-COLLOCATION OF SIGNAL LAMP AT INTERSECTION","year":2015,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Fusion and Plasma Physics Studies","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Collocation (remote sensing); SIGNAL (programming language); Computer science; Mathematics; Engineering; Transport engineering; Programming language","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008026042,0.00045444,0.0003982512,0.0005904824,0.0005851589,0.0009708451,0.0008991843,0.001380769,0.002186766],"category_scores_gemma":[0.004630597,0.000265002,0.0005378028,0.0005180447,0.0007722048,0.00125415,0.0006338494,0.0007527368,0.0001530322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007722493,"about_ca_system_score_gemma":0.0008253342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020428,"about_ca_topic_score_gemma":0.004464167,"domain_scores_codex":[0.9996171,0.0001455891,0.00001114626,0.00008495127,0.00008970153,0.00005140706],"domain_scores_gemma":[0.9979031,0.001081013,0.0002933425,0.0001227982,0.0004851765,0.0001145077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002523652,0.000079497,0.007073693,0.0001739955,0.00005941855,0.0006624062,0.0006981327,0.8736054,0.01536218,0.08067179,0.002005482,0.01935577],"study_design_scores_gemma":[0.000003073327,0.00001751674,0.0007241507,0.000005104624,0.000004079356,0.00004238116,0.00007954497,0.9955023,0.0007458882,0.002518444,0.0003488646,0.000008622319],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3819176,0.0003693454,0.6077244,0.0005668734,0.0001243469,0.00004093947,0.0001027523,0.0001545939,0.008999215],"genre_scores_gemma":[0.9815146,0.0001066811,0.01502807,0.0000292172,0.00003152067,0.00001231275,0.00007280694,0.00004465053,0.003160164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01020428,"threshold_uncertainty_score":0.02028978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02729404960539462,"score_gpt":0.20578604875531,"score_spread":0.1784919991499154,"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."}}