{"id":"W7112713081","doi":"","title":"İndigo boyama atıksularının membran teknolojileri kullanılarak geri kazanımı veyeniden kullanımı.","year":2007,"lang":"en","type":"other","venue":"OpenMETU (Middle East Technical University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanofiltration; Microfiltration; Ultrafiltration (renal); Permeation; Membrane; Reverse osmosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001299646,0.002386063,0.002812368,0.008841249,0.0005650353,0.0003615044,0.006028858,0.003850203,0.01897514],"category_scores_gemma":[0.0003505429,0.002731581,0.001326347,0.007429204,0.001565833,0.0005772093,0.002914433,0.002894505,0.04613982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001754591,"about_ca_system_score_gemma":0.0006468431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008748361,"about_ca_topic_score_gemma":0.001631395,"domain_scores_codex":[0.989691,0.0006470234,0.001212468,0.003389299,0.002217774,0.002842397],"domain_scores_gemma":[0.9921601,0.0002317385,0.001506161,0.00422443,0.0003162791,0.001561266],"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":[0.001274565,0.001518256,0.000884725,0.0004928519,0.001824462,0.008330581,0.000123959,0.00002516785,0.008116984,0.05095153,0.9209881,0.005468836],"study_design_scores_gemma":[0.003444328,0.0002724954,0.0004040253,0.001148366,0.0007442323,0.0002795773,0.0003363409,0.0000180695,0.0003021213,0.0001039199,0.9898888,0.003057734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000375976,0.001220595,0.00126252,0.0001777337,0.0008667837,0.002982836,0.001856131,0.005958136,0.9852993],"genre_scores_gemma":[0.00651537,0.0003746769,0.006728713,0.000228261,0.001103822,0.00001665762,0.0009575596,0.003907951,0.980167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06890071,"threshold_uncertainty_score":0.9994059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03207595388945612,"score_gpt":0.2244998599837871,"score_spread":0.192423906094331,"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."}}