{"id":"W2060198425","doi":"10.1139/w04-059","title":"Comparison of methods for the concentration of<i>Cryptosporidium</i>oocysts and<i>Giardia</i>cysts from raw waters","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Microbiology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fresenius Medical Care North America; U.S. Environmental Protection Agency","keywords":"Cryptosporidium; Giardia; Filtration (mathematics); Raw water; Chromatography; Turbidity; Biology; Immunomagnetic separation; Chemistry; Microbiology; Environmental science; Environmental engineering; Mathematics; Feces; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004553861,0.0001185109,0.0004728824,0.00009827546,0.0001430737,0.000006352107,0.0001716988,0.000236847,0.00005393583],"category_scores_gemma":[0.000320999,0.00008565935,0.0001334532,0.0000719055,0.0005845053,0.0000404928,0.00001088786,0.000211039,0.000004372643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006702974,"about_ca_system_score_gemma":0.0006493611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003391244,"about_ca_topic_score_gemma":0.001358949,"domain_scores_codex":[0.9988468,0.0001931309,0.0005811453,0.0001095814,0.000007858949,0.0002614383],"domain_scores_gemma":[0.9981285,0.0009553831,0.0004519473,0.0001366273,0.000265223,0.00006236699],"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":[0.0001092581,0.00003846016,0.01503184,0.00001380683,0.0004063092,0.000002598443,0.001229976,0.0005045632,0.9753546,0.001885547,0.002047437,0.003375577],"study_design_scores_gemma":[0.002800138,0.000578501,0.01044444,0.00007982555,0.0003099103,0.0003803054,0.0006083835,0.000005322014,0.9454458,0.0009081418,0.03829429,0.0001449919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9372507,0.01387062,0.04530451,0.0005406933,0.002502474,0.0002482472,0.0002191671,0.000003090503,0.00006043346],"genre_scores_gemma":[0.9959819,0.0001374849,0.003606282,0.0001381919,0.00005306438,0.000003117802,0.00006203059,0.00000789581,0.000009984334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05873118,"threshold_uncertainty_score":0.5126569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186901407303461,"score_gpt":0.3247432295494034,"score_spread":0.3028742154763688,"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."}}