{"id":"W2954136539","doi":"10.36456/waktu.v14i1.106","title":"REDESAIN INSTALASI PENGOLAHAN AIR LIMBAH (IPAL) TERPUSAT MENGGUNAKAN SISTEM ANAEROBIK AEROBIK BIOFILTER DI RSUD Dr. SOETOMO SURABAYA","year":2016,"lang":"id","type":"article","venue":"Waktu","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":1,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004493166,0.0009017845,0.0007437717,0.0001412246,0.0006283592,0.0002743804,0.001404944,0.0003059049,0.00006190826],"category_scores_gemma":[0.00005705908,0.000623148,0.0004241618,0.0004409221,0.0004472807,0.0008702471,0.0009495235,0.0003946103,0.001499015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005530931,"about_ca_system_score_gemma":0.00004282569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007527952,"about_ca_topic_score_gemma":0.000139602,"domain_scores_codex":[0.9956315,0.0002181273,0.0007555821,0.001356433,0.000731308,0.001307092],"domain_scores_gemma":[0.997794,0.0001717288,0.0002589381,0.001253971,0.00005762594,0.000463729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001809642,0.001702252,0.01002876,0.0007035958,0.001646472,0.0006471784,0.02202858,0.0004492404,0.7156644,0.006514888,0.04114285,0.1992908],"study_design_scores_gemma":[0.004162045,0.002005158,0.06293369,0.001928768,0.0002015337,0.0002223285,0.001126841,0.0009617611,0.2364473,0.0001418078,0.6857473,0.004121504],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355552,0.004844881,0.008194824,0.0205984,0.004938724,0.001593397,0.0002050369,0.001603293,0.02246626],"genre_scores_gemma":[0.9599936,0.001297506,0.0007466063,0.0003983127,0.0003728357,0.00006706911,0.00002091833,0.00008150978,0.03702163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6446044,"threshold_uncertainty_score":0.999622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124176393261236,"score_gpt":0.2008118436222357,"score_spread":0.1883942042961121,"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."}}