{"id":"W2109685302","doi":"10.1139/w02-047","title":"Prevalence of<i>Giardia</i>and<i>Cryptosporidium</i>and characterization of<i>Cryptosporidium</i>spp. isolated from wildlife, human, and agricultural sources in the North Saskatchewan River Basin in Alberta, Canada","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Cryptosporidium; Giardia; Veterinary medicine; Feces; Cryptosporidium parvum; Sewage; Biology; Wildlife; Fecal coliform; Ecology; Water quality; Microbiology; Environmental science; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002044512,0.0001815259,0.0004464394,0.0001860462,0.0001126707,0.000009805701,0.0001725106,0.000214743,0.00009461903],"category_scores_gemma":[0.00009914039,0.0001367828,0.00004306919,0.0001811716,0.0004891428,0.00009223945,0.00002074692,0.000374594,0.0000018781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006558311,"about_ca_system_score_gemma":0.0003523028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6554033,"about_ca_topic_score_gemma":0.9188299,"domain_scores_codex":[0.9985976,0.0002848627,0.0006016956,0.0001848017,0.00002230974,0.0003087234],"domain_scores_gemma":[0.998913,0.0003867924,0.0003879004,0.0001210133,0.0001173451,0.00007391682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002559464,0.00003620127,0.8641855,0.00003292689,0.0000808753,0.00003536545,0.004803236,0.00000760798,0.1296995,0.00005197003,0.0008401994,0.0002009708],"study_design_scores_gemma":[0.001041004,0.0001756603,0.988652,0.0001148346,0.00008025896,0.0005901363,0.0005843994,0.000001638656,0.003926228,0.00002387077,0.004643909,0.0001660855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996074,0.002562716,0.000007062785,0.0005031073,0.0002950059,0.0001534809,0.0003674636,0.00000131844,0.0000359085],"genre_scores_gemma":[0.9989266,0.0004806349,0.00002275626,0.0003613894,0.00003407392,0.000002238775,0.00007934835,0.000007224765,0.00008575924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2634266,"threshold_uncertainty_score":0.5577841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00497008939116165,"score_gpt":0.1701715561370748,"score_spread":0.1652014667459131,"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."}}