{"id":"W3007013628","doi":"10.24198/jppm.v6i3.22975","title":"PENTINGNYA PEMBENTUKAN PROGRAM SEKOLAH SIAGA BENCANA BAGI KABUPATEN BANDUNG BARAT","year":2020,"lang":"id","type":"article","venue":"Prosiding Penelitian dan Pengabdian kepada Masyarakat","topic":"Data Mining and Machine Learning Applications","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Psychology; Geography; Political science; 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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00158906,0.001587831,0.00140392,0.000431864,0.002418791,0.004559071,0.004981643,0.0005143501,0.0003258028],"category_scores_gemma":[0.001033844,0.001780369,0.0006322344,0.002677005,0.0004273403,0.0022123,0.002451385,0.002613644,0.001902353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003956227,"about_ca_system_score_gemma":0.0009975976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008520503,"about_ca_topic_score_gemma":0.0002364065,"domain_scores_codex":[0.9890667,0.0009949134,0.001758055,0.003813489,0.001572467,0.00279436],"domain_scores_gemma":[0.9929413,0.0004444085,0.001039224,0.002672455,0.0004607586,0.002441891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00045869,0.003480966,0.1502834,0.00532097,0.001352717,0.002092561,0.06297754,0.001293702,0.0294661,0.03240186,0.1248734,0.5859981],"study_design_scores_gemma":[0.005479548,0.003551703,0.08341929,0.002294611,0.00103587,0.0005491412,0.004050834,0.2879266,0.01291129,0.0004184778,0.5908722,0.007490396],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7189571,0.01169758,0.04577837,0.1038996,0.007485527,0.01836555,0.001792875,0.0141624,0.07786093],"genre_scores_gemma":[0.9719878,0.0002625074,0.01860261,0.002358701,0.001357999,0.0006790566,0.0009185316,0.0002972966,0.00353544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5785077,"threshold_uncertainty_score":0.9996874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03719362288462801,"score_gpt":0.2768442814581239,"score_spread":0.2396506585734959,"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."}}