{"id":"W2775531768","doi":"10.3390/w9120963","title":"UV Disinfection of Hand-Rinse Greywater and Performance Testing Using Indigenous Staphylococcus spp.","year":2017,"lang":"en","type":"article","venue":"Water","topic":"Wastewater Treatment and Reuse","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Greywater; Staphylococcus aureus; Staphylococcus; Microbiology; Food science; Agar; Biology; Veterinary medicine; Chemistry; Bacteria; Medicine; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00009221895,0.0001039898,0.000101093,0.00002235553,0.0005626061,0.0001001745,0.0001055072,0.00003950651,0.0001192539],"category_scores_gemma":[0.00000414605,0.00005976954,0.00002056319,0.00001632116,0.0002373516,0.0003838631,0.0002128036,0.00004395757,0.00009296776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003559019,"about_ca_system_score_gemma":0.000002251446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128672,"about_ca_topic_score_gemma":0.0000717205,"domain_scores_codex":[0.999382,0.00001242004,0.0001133172,0.0001672706,0.0001023036,0.0002227168],"domain_scores_gemma":[0.9996309,0.000004732069,0.00006119768,0.0002538305,0.000005787045,0.00004351474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001305636,0.00002624963,0.7520074,0.00001236522,0.000006689997,0.000005187718,0.001208968,0.0001053926,0.2447513,6.956926e-8,0.000003845015,0.00185953],"study_design_scores_gemma":[0.0002767297,0.00009281397,0.5285349,0.00001897275,0.00001521367,0.00001027966,0.00001032891,0.0003000567,0.4705402,0.00002231458,0.00009109423,0.00008700082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990493,0.00000820495,0.000008492528,0.00002041817,0.00008851981,0.0001297273,0.000001843537,0.00001170277,0.0006818126],"genre_scores_gemma":[0.9988655,0.000004873291,0.000437258,0.000006764086,0.00003397392,0.000003084253,0.000002271137,0.00001024931,0.0006360143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.225789,"threshold_uncertainty_score":0.4327168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449908277426357,"score_gpt":0.2256750142481257,"score_spread":0.2011759314738622,"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."}}