{"id":"W4237550065","doi":"10.31227/osf.io/duy5a","title":"ANALISIS PENANGANAN BANJIR DI JATIMULYA KABUPATEN BEKASI JAWA BARAT","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Culvert; Siltation; Flood myth; Hydrology (agriculture); Water resource management; Geography; Flood prevention; Environmental science; Engineering; Sediment; Geology; Geotechnical engineering; Geomorphology; Archaeology","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":[],"category_scores_codex":[0.0008989084,0.0007154284,0.0008943122,0.0004666842,0.0002364947,0.001033654,0.004931807,0.0006861619,0.000607614],"category_scores_gemma":[0.0002530086,0.0006078858,0.0003821936,0.0005339724,0.0001514348,0.000419722,0.004566732,0.001002423,0.001940804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002744574,"about_ca_system_score_gemma":0.0004003951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003912314,"about_ca_topic_score_gemma":0.0002407529,"domain_scores_codex":[0.9947377,0.0005470514,0.0008749369,0.001911414,0.001090113,0.0008387687],"domain_scores_gemma":[0.9945956,0.0002940921,0.0005941063,0.003645027,0.0004464266,0.0004247686],"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":[0.0000579726,0.0008701512,0.3961682,0.002103855,0.001956138,0.0007236474,0.03763253,0.01323071,0.001559281,0.01367043,0.4230947,0.1089324],"study_design_scores_gemma":[0.0007309221,0.0002125989,0.1303205,0.0006055834,0.00007588789,0.00006114469,0.0001425103,0.8436024,0.001582408,0.0007262432,0.01980984,0.002129925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2072096,0.0006831042,0.678342,0.004303682,0.01496351,0.002471669,0.00006001306,0.003772961,0.08819345],"genre_scores_gemma":[0.9593529,0.00001742084,0.03483968,0.0002925498,0.001105787,0.0001209927,0.00007292195,0.00007759346,0.004120127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8303717,"threshold_uncertainty_score":0.9996372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02640202357021575,"score_gpt":0.2744896709813366,"score_spread":0.2480876474111209,"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."}}