{"id":"W2151615776","doi":"10.2166/wh.2011.049","title":"Total and infectious Cryptosporidium oocyst and total Giardia cyst concentrations from distinct agricultural and urban contamination sources in Eastern Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; Institut de Recherche et de Développement en Agroenvironnement; Natural Sciences and Engineering Research Council of Canada","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Environmental Protection Agency","keywords":"Cryptosporidium; Giardia; Veterinary medicine; Effluent; Feces; Biology; Manure; Infectivity; Contamination; Fecal coliform; Animal science; Water quality; Environmental science; Microbiology; Environmental engineering; Ecology; Virology; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001303385,0.00008563715,0.0002087447,0.00004180667,0.0001645536,0.00002247042,0.0000143408,0.00005954561,0.00001663827],"category_scores_gemma":[0.00001526679,0.00005584095,0.00001221814,0.00001957912,0.00008184279,0.0001053584,0.00001836873,0.0001566725,4.960927e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004600863,"about_ca_system_score_gemma":0.00008734569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1086862,"about_ca_topic_score_gemma":0.07126647,"domain_scores_codex":[0.9994053,0.00006362813,0.000260297,0.0000890084,0.00002368594,0.0001581285],"domain_scores_gemma":[0.999695,0.00005854017,0.0001067312,0.00002768347,0.00005095342,0.00006109475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004269282,0.00004794718,0.9920169,0.00001912702,0.0000487465,0.0000154152,0.005102074,0.000001167419,0.001486425,0.0001559169,0.0003628131,0.0007007981],"study_design_scores_gemma":[0.001199102,0.0002938479,0.9953879,0.0000394004,0.00002621487,0.001002342,0.0009714139,0.000004693634,0.0006355286,0.00005482591,0.0003113347,0.00007340455],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971073,0.001922264,0.00005192409,0.0003009069,0.0003523728,0.0000821938,0.00004226337,0.000003105173,0.0001376545],"genre_scores_gemma":[0.9995594,0.0002025044,0.00001711193,0.00007153286,0.00006162778,0.000001333869,0.00003097389,0.000002827852,0.00005270558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03741972,"threshold_uncertainty_score":0.9456805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01088805305649029,"score_gpt":0.2206831084852141,"score_spread":0.2097950554287238,"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."}}