{"id":"W2735445516","doi":"10.12677/mos.2017.63016","title":"Research about the Influence of Opening Residential Quarter on the Surrounding Road Traffic Condition","year":2017,"lang":"en","type":"article","venue":"Modeling and Simulation","topic":"Traffic control and management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Transport engineering; Forensic engineering; Engineering; Geography; Archaeology","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":[0.0007966627,0.0003668764,0.0003540342,0.001273095,0.0009752018,0.002009633,0.0006066693,0.0005661063,0.008056274],"category_scores_gemma":[0.004270239,0.0001906866,0.0006301515,0.001942968,0.0007841304,0.00210194,0.0009272909,0.0005636063,0.0006249978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336047,"about_ca_system_score_gemma":0.001243263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01335038,"about_ca_topic_score_gemma":0.0178111,"domain_scores_codex":[0.9989659,0.0002260047,0.00006841535,0.0002509417,0.0002932455,0.000195519],"domain_scores_gemma":[0.9978216,0.0006872555,0.0003496053,0.0001220993,0.0007521589,0.0002673606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005004767,0.0002685896,0.8279668,0.0008154439,0.0002955064,0.002155991,0.008961389,0.01351146,0.006650683,0.01548716,0.004990234,0.1183962],"study_design_scores_gemma":[0.0000167961,0.0002231119,0.9299465,0.0002206497,0.0003575417,0.0006123696,0.02568309,0.01571802,0.003236778,0.005706372,0.01820304,0.00007568461],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9734287,0.0009511661,0.003769876,0.0005592814,0.00008057886,0.00003792687,0.0003975434,0.0000530825,0.02072191],"genre_scores_gemma":[0.9970305,0.000448666,0.0005172079,0.00003237266,0.0000252208,0.00001636644,0.0001528011,0.000008452277,0.001768465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01335038,"threshold_uncertainty_score":0.02695096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05021365621030205,"score_gpt":0.3262570402542018,"score_spread":0.2760433840438998,"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."}}