{"id":"W4388566326","doi":"10.18280/ijsse.130512","title":"Hydrological Approach for Flood Overflow Estimation in Buleleng Watershed, Bali","year":2023,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Environmental science; Flood myth; Hydrology (agriculture); Estimation; Water resource management; Geography; Computer science; Geology; Engineering; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002453183,0.0002178059,0.0002889892,0.001824117,0.0003827826,0.0006521365,0.0004109658,0.0004309835,0.001155072],"category_scores_gemma":[0.000439563,0.0001935953,0.0002895783,0.00144465,0.0001769298,0.0005210757,0.0004892664,0.0002605404,0.0001849709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006989291,"about_ca_system_score_gemma":0.0009243657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02506785,"about_ca_topic_score_gemma":0.04379356,"domain_scores_codex":[0.9998914,0.00002751435,0.00000982648,0.00002843896,0.00001640616,0.00002641271],"domain_scores_gemma":[0.999922,0.00002353975,0.00001237829,0.000005539987,0.00002402945,0.00001244408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000223283,0.0004570041,0.4794694,0.0002421928,0.0001300874,0.00150331,0.001641574,0.2813447,0.02418679,0.001951995,0.002802001,0.2060477],"study_design_scores_gemma":[0.00002935007,0.00007203292,0.2803673,0.00003662757,0.00002928641,0.0001193241,0.001908205,0.7121016,0.001908939,0.00102159,0.002373323,0.00003234629],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673286,0.0001779934,0.02791721,0.0001236119,0.000009633417,0.0001312335,0.001486811,0.0003523064,0.002472495],"genre_scores_gemma":[0.9840105,0.0001319725,0.01361873,0.00001242455,0.00000789248,0.000106117,0.001393496,0.00001785942,0.000700974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02506785,"threshold_uncertainty_score":0.04984391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008299963241710496,"score_gpt":0.2200246268675922,"score_spread":0.2117246636258817,"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."}}