{"id":"W1986235910","doi":"10.5614/itbj.sci.2004.36.1.5","title":"Penurunan Zat Organik dan Kekeruhan Menggunakan Teknologi Membran Ultrafiltrasi dengan Sistem Aliran Dead-End (Studi Kasus : Waduk Saguling, Padalarang)","year":2004,"lang":"id","type":"article","venue":"ITB journal of Sciences","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Environmental science","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"],"consensus_categories":[],"category_scores_codex":[0.001746065,0.0006399467,0.0008631081,0.001065935,0.0009517422,0.0003235401,0.00174845,0.0004803599,0.00003899786],"category_scores_gemma":[0.0006028766,0.0005668662,0.0002972502,0.002566846,0.001337137,0.0007482815,0.00009600634,0.001637497,0.00004499847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003896281,"about_ca_system_score_gemma":0.0003960287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004200515,"about_ca_topic_score_gemma":0.0001267347,"domain_scores_codex":[0.9958018,0.0000818914,0.001456436,0.0005352749,0.00101031,0.001114274],"domain_scores_gemma":[0.9980195,0.0002173906,0.0006207416,0.0004076954,0.0004182204,0.0003164136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004651129,0.0006392974,0.02065136,0.0005421446,0.001543721,0.001080021,0.007779424,0.1385411,0.7831016,0.03448626,0.0007635198,0.01082514],"study_design_scores_gemma":[0.007465478,0.004609644,0.05034475,0.003275896,0.001203235,0.008857452,0.02193538,0.001771764,0.8756543,0.004584644,0.016614,0.003683415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792642,0.006087167,0.006262867,0.002847101,0.00235759,0.0002651805,0.00001763614,0.0004406912,0.002457542],"genre_scores_gemma":[0.9929016,0.001175335,0.005138698,0.00007560872,0.0004613127,0.000004917484,0.000003518313,0.00007328852,0.0001657474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1367693,"threshold_uncertainty_score":0.9996783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568931626617716,"score_gpt":0.2357830852709225,"score_spread":0.2200937690047453,"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."}}