{"id":"W3130924964","doi":"10.29122/jtl.v22i1.4088","title":"Evaluasi Hidrolis Jaringan Distribusi Air Minum Sistem Beber PDAM Tirta Jati Kabupaten Cirebon","year":2021,"lang":"en","type":"article","venue":"Jurnal Teknologi Lingkungan","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Piping; Water supply; Environmental science; Water pipe; Clean water; Environmental engineering; Hydrology (agriculture); Engineering; Waste management; Inlet; Geotechnical engineering; Mechanical engineering","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":[0.00133303,0.0004401901,0.0004438104,0.001027144,0.0003389707,0.001347494,0.0003128988,0.0002500225,0.004582857],"category_scores_gemma":[0.001542337,0.0001610243,0.000338764,0.000679864,0.0002126707,0.0006518842,0.0003561244,0.0002326427,0.001029972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080171,"about_ca_system_score_gemma":0.0005327097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006606255,"about_ca_topic_score_gemma":0.008951816,"domain_scores_codex":[0.999087,0.0002054933,0.00004363829,0.0001332918,0.0004589059,0.00007177085],"domain_scores_gemma":[0.9988608,0.0003225733,0.000105872,0.00007236782,0.0005791875,0.00005922864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003038232,0.001440636,0.2711191,0.001015375,0.0003012019,0.0009452749,0.001155959,0.2082088,0.09625804,0.002484104,0.008351627,0.4056816],"study_design_scores_gemma":[0.0001905738,0.005047275,0.3459282,0.0002389905,0.0006213253,0.0007105049,0.003917684,0.4962232,0.1033849,0.001440118,0.04217429,0.000122986],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742643,0.0003701804,0.009934968,0.00009479372,0.0000326299,0.0001201783,0.0006608564,0.0005123312,0.01400964],"genre_scores_gemma":[0.9865965,0.0002002528,0.006427064,0.00001393747,0.000008089367,0.00005122662,0.0007149968,0.00006492293,0.005922865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006606255,"threshold_uncertainty_score":0.01533115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145025852869215,"score_gpt":0.2142002450102159,"score_spread":0.2027499864815238,"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."}}