{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000419104,0.0003664671,0.0003107239,0.001487471,0.0008499905,0.001635581,0.0004001843,0.0002795783,0.01603169],"category_scores_gemma":[0.001086039,0.000143686,0.0002136153,0.002132117,0.0004123594,0.0006984576,0.0007980555,0.0005944629,0.003016181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005961017,"about_ca_system_score_gemma":0.0005541825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065384,"about_ca_topic_score_gemma":0.02495664,"domain_scores_codex":[0.9996203,0.00006553756,0.00002643728,0.00007937543,0.0001322868,0.00007597822],"domain_scores_gemma":[0.9993285,0.0002293252,0.00008616424,0.00004055767,0.000238309,0.00007723065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008130028,0.0005265501,0.5327156,0.001771108,0.0003199397,0.00524164,0.04263015,0.0009410482,0.02655075,0.01471757,0.03380647,0.3399662],"study_design_scores_gemma":[0.000008038476,0.00008873195,0.7784168,0.0002473522,0.0001255999,0.002346485,0.04355467,0.0007531585,0.004298575,0.0008842434,0.1692391,0.00003718712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181327,0.002640395,0.0008971862,0.0004769218,0.0001102396,0.00005441385,0.003009607,0.00008794886,0.0745906],"genre_scores_gemma":[0.9702384,0.001537277,0.001594119,0.0001174638,0.00002948116,0.00004389292,0.002548386,0.00006711241,0.0238237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01603169,"threshold_uncertainty_score":0.05363131,"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."}}