{"id":"W7043694412","doi":"","title":"The Toxicological Impact of Wastewaters on Drinking Waters Sources","year":2018,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Water Treatment and Disinfection","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Genotoxicity; Effluent; Wastewater; Comet assay; Biocide; Contamination; Surface water; Ecotoxicology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003038635,0.0003168671,0.0002326241,0.0004060355,0.0003356021,0.0005845039,0.0001345755,0.0003551055,0.001178981],"category_scores_gemma":[0.0003445755,0.0001073064,0.0002427762,0.0003928283,0.0002369479,0.0001482001,0.0003657397,0.0002646793,0.0002516072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000700385,"about_ca_system_score_gemma":0.000539138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004125771,"about_ca_topic_score_gemma":0.008049224,"domain_scores_codex":[0.9996721,0.00005064612,0.00002259275,0.00003444167,0.0001700189,0.00005011397],"domain_scores_gemma":[0.9997963,0.00004610486,0.00004282696,0.00001187654,0.00008656162,0.00001633779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001328854,0.00004668032,0.02127496,0.0003254301,0.0000377253,0.0001954157,0.0001784075,0.0008005438,0.9517139,0.0001228636,0.0001318354,0.02503932],"study_design_scores_gemma":[0.000009080846,0.001112821,0.1123002,0.00007835061,0.00006654821,0.0004134432,0.0007267102,0.0006292039,0.8785707,0.0003252006,0.005750172,0.00001756596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937447,0.001249496,0.001198969,0.00007950813,0.000008667274,0.00002198958,0.0002270501,0.00001921207,0.003450515],"genre_scores_gemma":[0.9938757,0.002055211,0.001031236,0.0000886104,0.000005296164,0.00001377174,0.000307751,0.000007416428,0.002615032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004125771,"threshold_uncertainty_score":0.008203506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009810888881363708,"score_gpt":0.2369757991863685,"score_spread":0.2271649103050049,"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."}}