{"id":"W4300055388","doi":"10.31227/osf.io/nka8s","title":"APLIKASI PEMODELAN HEC-HMS UNTUK IDENTIFIKASI KEJADIAN BANJIR BANDANG DI DAS CIMANUK HULU, KABUPATEN GARUT","year":2018,"lang":"id","type":"preprint","venue":"","topic":"Water and Land Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; Geography","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001369932,0.001551235,0.001280416,0.0003499622,0.0008798384,0.001199592,0.002884537,0.0007942498,0.02946516],"category_scores_gemma":[0.00002991028,0.001318591,0.0007503502,0.0004100444,0.0009296378,0.0006701568,0.006122814,0.001052793,0.02476885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009259667,"about_ca_system_score_gemma":0.00008385245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01781089,"about_ca_topic_score_gemma":0.007109614,"domain_scores_codex":[0.9911799,0.0003522155,0.001452493,0.003203958,0.001661204,0.002150249],"domain_scores_gemma":[0.995379,0.00006534362,0.0005244719,0.002909283,0.00006423386,0.001057633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007620745,0.003921175,0.3277996,0.003159036,0.003256809,0.00134802,0.02259126,0.009980165,0.006343691,0.003147089,0.5402056,0.07748553],"study_design_scores_gemma":[0.003057856,0.0006848233,0.4460722,0.0007860889,0.001111221,0.00007878232,0.001426289,0.01564894,0.007286914,0.008089362,0.5103559,0.005401591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3737366,0.0003345762,0.01164125,0.002300316,0.006086275,0.003381796,0.0002545485,0.00060575,0.6016589],"genre_scores_gemma":[0.7770938,0.0007238126,0.001164208,0.0008469545,0.0008699282,0.0001838195,0.0006388269,0.00017081,0.2183078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4033573,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0175597762481908,"score_gpt":0.2519607869506518,"score_spread":0.234401010702461,"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."}}