{"id":"W4361267230","doi":"10.47080/josce.v5i01.2405","title":"ANALISIS DESAIN GEOMETRIK JALAN RAYA PALIMA-PASANG TENENG KABUPATEN SERANG PROVINSI BANTEN","year":2023,"lang":"id","type":"article","venue":"Journal of Sustainable Civil Engineering (JOSCE)","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Physics","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"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003627284,0.001279464,0.002399316,0.006500023,0.0003414651,0.0005829771,0.00124919,0.0006774399,0.0003683343],"category_scores_gemma":[0.0008400543,0.001311909,0.00145057,0.008803819,0.00006438621,0.001468474,0.0001877031,0.0019254,0.0001188331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002083672,"about_ca_system_score_gemma":0.000420721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013487,"about_ca_topic_score_gemma":0.0002385428,"domain_scores_codex":[0.9915842,0.0001695056,0.002975643,0.0007291191,0.001768387,0.002773118],"domain_scores_gemma":[0.9951367,0.0004612488,0.000963776,0.000992128,0.00143844,0.001007688],"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":[0.0001414948,0.0002377665,0.08083227,0.01070711,0.005870614,0.01825911,0.004562043,0.8571251,0.01258577,0.0002339492,0.008526129,0.000918616],"study_design_scores_gemma":[0.007481597,0.001290689,0.3578739,0.006274467,0.005737637,0.001237945,0.03263536,0.499097,0.004287514,0.00007367844,0.07823006,0.005780088],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582908,0.01163755,0.02324723,0.0006100811,0.002590848,0.001132695,0.00008193411,0.00111746,0.001291407],"genre_scores_gemma":[0.992362,0.001461879,0.000558531,0.000025903,0.001413301,0.00003609166,0.00004884691,0.0005290106,0.003564502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3580281,"threshold_uncertainty_score":0.9999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007258829053822999,"score_gpt":0.1898515755307855,"score_spread":0.1825927464769626,"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."}}