{"id":"W2904753653","doi":"10.2166/wh.2018.323","title":"Weather, environmental conditions, and waterborne Giardia and Cryptosporidium in Iqaluit, Nunavut","year":2018,"lang":"en","type":"article","venue":"Journal of Water and Health","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Public Health Agency of Canada; Aboriginal Affairs Northern Dev Canada; Nunavut Research Institute; University of Alberta; Hyperion Technologies (Canada); University of Guelph","funders":"Government of Canada; University of Guelph","keywords":"Cryptosporidium; Giardia; Contamination; Cryptosporidium parvum; Water quality; Surface water; Environmental science; Biology; Veterinary medicine; Environmental engineering; Ecology; Microbiology; Medicine; Feces","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005657843,0.000471766,0.0002766979,0.001142162,0.002782952,0.001380785,0.001017762,0.0003141078,0.001203898],"category_scores_gemma":[0.001416059,0.0003190925,0.0003121667,0.00210945,0.001254838,0.0003514853,0.000902506,0.0005313235,0.0001490072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0177209,"about_ca_system_score_gemma":0.01179308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938451,"about_ca_topic_score_gemma":0.9964557,"domain_scores_codex":[0.9994418,0.00007159164,0.00003219562,0.00009761815,0.000125187,0.0002316456],"domain_scores_gemma":[0.9991332,0.00007881663,0.000168583,0.00003300087,0.0003775287,0.0002088928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006607458,0.00004697483,0.9925898,0.00002664664,0.000042559,0.000118777,0.002564345,0.0001337587,0.0004558348,0.0000819129,0.0002842251,0.003589045],"study_design_scores_gemma":[0.000003811964,0.00002849588,0.9893734,0.00004301715,0.00003837144,0.00006792117,0.009311984,0.000313944,0.0001553867,0.00003118683,0.0006187662,0.00001371187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977253,0.000371299,0.00005540148,0.00009899796,0.000005882507,0.00001845613,0.0003992423,0.000004333659,0.001320987],"genre_scores_gemma":[0.9984864,0.0002758061,0.000130853,0.00004950121,0.000003265861,0.00001067085,0.0002714648,0.000003310863,0.0007688097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0177209,"threshold_uncertainty_score":0.1285747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01047927763092272,"score_gpt":0.2712197184820249,"score_spread":0.2607404408511022,"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."}}