{"id":"W4389030860","doi":"10.30598/isometri.2023.2.2.147-153","title":"ANALISIS PROPORSI PILIHAN JENIS ANGKUTAN UNTUK PERJALANAN KOMUTER (STUDI KASUS : PADA RUTE LEIHITU – KOTA AMBON)","year":2023,"lang":"id","type":"article","venue":"Jurnal ISOMETRI","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Humanities; Art","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":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001381884,0.001300164,0.0021773,0.005131524,0.0005811898,0.0005311526,0.001195939,0.000641796,0.001363769],"category_scores_gemma":[0.000121812,0.001289472,0.001535675,0.01706297,0.0001616244,0.0007176171,0.0002088336,0.001330624,0.0030477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009128419,"about_ca_system_score_gemma":0.0002058007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002593606,"about_ca_topic_score_gemma":0.00205335,"domain_scores_codex":[0.9918737,0.0002279902,0.00215552,0.001436596,0.002122809,0.002183375],"domain_scores_gemma":[0.9961101,0.0002786653,0.0005604402,0.001637379,0.0004373192,0.000976117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002333,0.0008282218,0.8269146,0.003532772,0.01415569,0.006591591,0.006064279,0.003314508,0.01080866,0.0003430972,0.1162574,0.01095587],"study_design_scores_gemma":[0.005047403,0.001528424,0.8050925,0.00176356,0.006154779,0.0003881145,0.007040678,0.01754747,0.005735917,0.000109724,0.1438221,0.005769357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815327,0.006366915,0.0006935983,0.001277156,0.003176935,0.0008866965,0.0004759043,0.001143124,0.004446972],"genre_scores_gemma":[0.9871219,0.001941629,0.0001701524,0.00008997768,0.001652544,0.00007230185,0.0002435489,0.0003806296,0.00832735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02756467,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717180478059633,"score_gpt":0.2279068977086666,"score_spread":0.2107350929280702,"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."}}