{"id":"W2910011478","doi":"10.30659/jpsa.v14i1.3861","title":"TINGKAT PELAYANAN RUAS JALAN TEUKU UMAR DAN JALAN SETIABUDI KOTA SEMARANG DI TINJAU DARI ASPEK PERMASALAHAN KEMACETAN LALU LINTAS","year":2019,"lang":"en","type":"article","venue":"Jurnal Planologi","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada); WiLAN (Canada)","funders":"","keywords":"Transport engineering; Level of service; Service (business); Traffic congestion; Traffic flow (computer networking); Computer science; Service level; Traffic volume; Business; Mathematics; Computer network; Statistics; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006438083,0.0006699248,0.001006395,0.0004290076,0.0001872432,0.0001732273,0.000779646,0.0004755467,0.0004893056],"category_scores_gemma":[0.00004595686,0.0006077882,0.0004097464,0.0005421608,0.00007346411,0.0003107826,0.00008486534,0.001072306,0.001306358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002712562,"about_ca_system_score_gemma":0.0000487031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000492505,"about_ca_topic_score_gemma":0.0009216678,"domain_scores_codex":[0.9964654,0.0001434504,0.0009535244,0.0006997121,0.0006697541,0.0010682],"domain_scores_gemma":[0.9981969,0.0001638592,0.0002432901,0.000974177,0.00008682795,0.0003349339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007176654,0.00008274381,0.955465,0.0003780052,0.001037557,0.0004262885,0.0009755034,0.007384252,0.02955418,0.0002367555,0.002899147,0.001488853],"study_design_scores_gemma":[0.00286039,0.0006085236,0.8576593,0.0005430049,0.0008593557,0.0005907348,0.001492882,0.06329127,0.00536882,0.00008201685,0.06384096,0.002802689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808736,0.0006747234,0.0003698909,0.0001933825,0.0010471,0.0004293039,0.000141035,0.0008548559,0.01541606],"genre_scores_gemma":[0.9970248,0.00006471139,0.0002048845,0.00008364646,0.0004610226,0.0000207963,0.0003474533,0.0001488299,0.001643851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09780561,"threshold_uncertainty_score":0.9996374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005328565723473565,"score_gpt":0.1776399703055803,"score_spread":0.1723114045821068,"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."}}