{"id":"W4392783255","doi":"10.62603/konteks.v1i4.78","title":"ANALISIS BIAYA KEMACETAN LALU LINTAS BERDASARKAN V/C RATIO (Studi Kasus: Rute Kabupaten Cilacap – Kabupaten Bandung)","year":2024,"lang":"id","type":"article","venue":"Konferensi Nasional Teknik Sipil (KoNTekS)","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Mathematics","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001918937,0.001723794,0.001695386,0.001450571,0.001026728,0.00406149,0.003813636,0.0006831267,0.0004726824],"category_scores_gemma":[0.0002413306,0.001594509,0.001133268,0.00373399,0.0004244575,0.002857245,0.002679223,0.001860312,0.00279328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051521,"about_ca_system_score_gemma":0.001673407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006394993,"about_ca_topic_score_gemma":0.0003104429,"domain_scores_codex":[0.9889009,0.0004313926,0.001909242,0.00342326,0.002886552,0.002448654],"domain_scores_gemma":[0.9943307,0.0007853198,0.0003428369,0.002334886,0.0009252514,0.001280981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000675479,0.003325292,0.008674775,0.004138045,0.00630936,0.01617761,0.02920355,0.01529441,0.06980895,0.2426258,0.3111965,0.2925702],"study_design_scores_gemma":[0.001854482,0.0009600542,0.02330937,0.003151595,0.0004104395,0.0008265419,0.0004056482,0.8283534,0.009669776,0.002480092,0.1251033,0.003475331],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5620747,0.03097036,0.3075064,0.02987979,0.04207835,0.004069346,0.0007440636,0.006351165,0.01632585],"genre_scores_gemma":[0.9845938,0.001143012,0.00468682,0.000775387,0.002440395,0.0001236677,0.0001494679,0.0001987147,0.005888748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.813059,"threshold_uncertainty_score":0.9995508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03102269833676901,"score_gpt":0.2612503357971239,"score_spread":0.2302276374603549,"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."}}