{"id":"W52953477","doi":"10.2166/wqrj.2005.004","title":"UV Spectrophotometry as a Non-parametric Measurement of Water and Wastewater Quality Variability","year":2005,"lang":"en","type":"article","venue":"Water Quality Research Journal","topic":"Water Quality Monitoring and Analysis","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Dilution; Normalization (sociology); Wastewater; Effluent; Context (archaeology); Environmental science; Water quality; Parametric statistics; Environmental chemistry; Chemistry; Environmental engineering; Mathematics; Statistics","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":[0.00223346,0.0005245713,0.0005475103,0.001689045,0.000276346,0.0009507635,0.0006765614,0.000915165,0.0005525687],"category_scores_gemma":[0.004461309,0.0002757033,0.0004685996,0.001566905,0.0006368103,0.0007988578,0.0008620396,0.0008606665,0.0002793078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096874,"about_ca_system_score_gemma":0.0002320501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002670219,"about_ca_topic_score_gemma":0.0002346118,"domain_scores_codex":[0.9957988,0.00187281,0.0001176072,0.0006858342,0.001432144,0.0000928127],"domain_scores_gemma":[0.9959461,0.00281213,0.0004018618,0.0003877548,0.0003856891,0.00006642831],"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":[0.0009445764,0.0004743863,0.03811298,0.0005377106,0.0003250952,0.0002480703,0.0004748833,0.02287645,0.7050257,0.004419895,0.0009208119,0.2256394],"study_design_scores_gemma":[0.00007216243,0.002011556,0.1300637,0.0001001657,0.0002986586,0.001975328,0.0003982663,0.2280086,0.6163111,0.01246463,0.007972619,0.0003233448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4127783,0.002442534,0.575741,0.0001620434,0.000148775,0.0001703162,0.0005943441,0.001183947,0.006778724],"genre_scores_gemma":[0.921877,0.0004656536,0.07590897,0.00006310898,0.00006391077,0.000190463,0.0002852843,0.00005876472,0.001086928],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00223346,"threshold_uncertainty_score":0.01181179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1017018037082991,"score_gpt":0.3838944690106619,"score_spread":0.2821926653023628,"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."}}