{"id":"W2944579656","doi":"10.14288/1.0378612","title":"Relevance and effectiveness of best management practices to mitigate cryptosporidium contamination of drinking water from community watersheds in British Columbia by grazing cattle","year":2019,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cryptosporidium; Grazing; Environmental science; Contamination; Cattle grazing; Geography; Water resource management; Ecology; Biology; Feces","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003043836,0.000380801,0.0004439965,0.001468873,0.002184518,0.002997568,0.001144899,0.0004724521,0.0009086489],"category_scores_gemma":[0.01021415,0.0002243813,0.0001981878,0.0025546,0.001537585,0.0006871576,0.001022835,0.0006019392,0.00007563648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02212787,"about_ca_system_score_gemma":0.04141092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8606895,"about_ca_topic_score_gemma":0.9517156,"domain_scores_codex":[0.9951138,0.001335801,0.0002585649,0.0003872034,0.001953812,0.0009508684],"domain_scores_gemma":[0.9919038,0.001387325,0.001321874,0.0002498173,0.004212136,0.0009250802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004727597,0.0006235624,0.6255871,0.003861399,0.0003435268,0.001081801,0.00947945,0.001389672,0.01097413,0.0004287908,0.004280515,0.3414772],"study_design_scores_gemma":[0.00001767091,0.0003925381,0.9652534,0.001247616,0.0001608216,0.0001371407,0.01967944,0.0004244397,0.0009562179,0.0001525076,0.01154036,0.00003788033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767495,0.007121481,0.0004071979,0.002511445,0.00004695871,0.0003491861,0.0005449333,0.00003416837,0.01223517],"genre_scores_gemma":[0.9901196,0.005563487,0.002056853,0.0006000111,0.00001421691,0.00009017461,0.0002448758,0.0000083339,0.00130246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1393105,"threshold_uncertainty_score":0.2802619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005710338303742765,"score_gpt":0.1934453809912805,"score_spread":0.1877350426875377,"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."}}