{"id":"W2065665405","doi":"10.1016/j.watres.2007.06.032","title":"Impact of microparticles on UV disinfection of indigenous aerobic spores","year":2007,"lang":"en","type":"article","venue":"Water Research","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique; Natural Sciences and Engineering Research Council; Polytechnique Montréal","funders":"Canadian Water Network; Natural Sciences and Engineering Research Council of Canada; Australian Society for Fish Biology; Polytechnique Montréal","keywords":"Indigenous; Spore; Microbiology; Chemistry; Environmental science; Environmental chemistry; Pulp and paper industry; Biology; Ecology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002855424,0.0003190496,0.0002768502,0.0001863371,0.0003390045,0.000535647,0.0001708886,0.0004846864,0.001541954],"category_scores_gemma":[0.0004672683,0.0001497276,0.0003595148,0.0001018329,0.0002138158,0.0003175285,0.0002893134,0.0003385551,0.0002908821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003402415,"about_ca_system_score_gemma":0.0002400496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001379324,"about_ca_topic_score_gemma":0.0012352,"domain_scores_codex":[0.9997384,0.00003013616,0.00001483684,0.00004642737,0.00008300999,0.00008721243],"domain_scores_gemma":[0.9995185,0.0002491513,0.00005492695,0.00002999819,0.00008944786,0.00005791663],"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":[0.0004126469,0.00006552493,0.0004384916,0.00007162662,0.00001722738,0.00008629732,0.00003659642,0.0001902419,0.9960071,0.00004448806,0.00005044543,0.002579343],"study_design_scores_gemma":[0.000007208796,0.0004854195,0.002144471,0.000007243405,0.00001648281,0.0000418208,0.000031665,0.0002915532,0.9966369,0.00001261448,0.0003213295,0.000003256804],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99783,0.0008973106,0.000472065,0.00002612532,0.0000412047,0.00001143799,0.00005525221,0.00001286856,0.0006537873],"genre_scores_gemma":[0.9972864,0.0004137131,0.0006325468,0.00004190601,0.00001612348,0.000008647333,0.0001162586,0.00001395028,0.001470356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001541954,"threshold_uncertainty_score":0.005158305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457110491309642,"score_gpt":0.3753501601668989,"score_spread":0.3407790552538025,"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."}}