{"id":"W2050435594","doi":"10.1061/(asce)ee.1943-7870.0000672","title":"Impact of Media Aging on the Removal of <i>Cryptosporidium</i> in Granular Media Filters","year":2012,"lang":"en","type":"article","venue":"Journal of Environmental Engineering","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; McGill University; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Anthracite; Clogging; Cryptosporidium parvum; Grain size; Biomass (ecology); Filter (signal processing); Particle-size distribution; Filtration (mathematics); Particle size; Materials science; Environmental engineering; Environmental science; Chemistry; Composite material; Chemical engineering; Microbiology; Biology; Coal; Ecology; Mathematics; Engineering","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":[0.0003254154,0.0003395508,0.0003456479,0.0001997387,0.0002282499,0.00053999,0.0001819298,0.0002259944,0.0003237215],"category_scores_gemma":[0.0006563428,0.0001339545,0.0002875096,0.0001916269,0.0001530073,0.0003549605,0.0002471372,0.0002644977,0.00009438653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003542511,"about_ca_system_score_gemma":0.0003498044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004172699,"about_ca_topic_score_gemma":0.003243583,"domain_scores_codex":[0.9996793,0.00005688769,0.00003895761,0.00004812926,0.0001077362,0.00006894258],"domain_scores_gemma":[0.9994535,0.0001364419,0.0001577021,0.00003362756,0.0001532694,0.00006542952],"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":[0.0004981529,0.00006442712,0.004306309,0.0001000924,0.00002446042,0.00007980649,0.0000607568,0.0003847873,0.9909309,0.00001340648,0.00002279481,0.003514192],"study_design_scores_gemma":[0.000008647243,0.00173292,0.02685862,0.00001471617,0.00007624628,0.0001054888,0.000151051,0.001305526,0.9690787,0.00001538656,0.0006365918,0.00001604287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991584,0.0002623902,0.0003319606,0.00001055567,0.000007528111,0.000009348126,0.0000670443,0.000009812386,0.0001430263],"genre_scores_gemma":[0.998212,0.0003114369,0.001046322,0.00002548917,0.000005005974,0.000008579306,0.000112079,0.000006830086,0.0002722724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004172699,"threshold_uncertainty_score":0.008296847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006702259383401393,"score_gpt":0.2084195838343521,"score_spread":0.2017173244509507,"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."}}