{"id":"W4415001684","doi":"10.14710/jpk.12.2.174-189","title":"TINJAUAN BIBLIOMETRIK: MANAJEMEN RISIKO BENCANA, BAHAYA, DAN KERENTANAN DALAM INFRASTRUKTUR TRANSPORTASI","year":2024,"lang":"id","type":"article","venue":"Jurnal Pengembangan Kota","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Regional studies","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001295418,0.001543362,0.001796962,0.009467235,0.0004000563,0.001251793,0.00152509,0.0007616609,0.002693974],"category_scores_gemma":[0.00004248899,0.001599237,0.001482858,0.01641796,0.0001578956,0.001176402,0.00008869532,0.002360807,0.0008838165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134705,"about_ca_system_score_gemma":0.0003323095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397544,"about_ca_topic_score_gemma":0.004998091,"domain_scores_codex":[0.9916223,0.000193638,0.002537327,0.001682826,0.001975477,0.001988376],"domain_scores_gemma":[0.9963909,0.0002205747,0.0003319659,0.001587874,0.0002233047,0.001245327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003403735,0.001729697,0.3954403,0.02625697,0.03901882,0.02574608,0.01490734,0.008647068,0.06024626,0.012512,0.3070464,0.1081087],"study_design_scores_gemma":[0.001854595,0.0008221857,0.3033754,0.003362148,0.006341822,0.0003057145,0.001907799,0.01643053,0.003998615,0.0001287096,0.6575048,0.003967688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9144799,0.03976949,0.002263304,0.001152785,0.006880364,0.001281824,0.0006427675,0.001528945,0.03200061],"genre_scores_gemma":[0.9798882,0.002754792,0.000235701,0.00006785543,0.001903817,0.00005862418,0.000520231,0.0005379476,0.01403281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3504584,"threshold_uncertainty_score":0.9999408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284729801241889,"score_gpt":0.2330312550572029,"score_spread":0.2201839570447841,"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."}}