{"id":"W2068884740","doi":"10.1016/j.watres.2009.04.024","title":"Infectivity of Giardia lamblia cysts obtained from wastewater treated with ultraviolet light","year":2009,"lang":"en","type":"article","venue":"Water Research","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"Suncor Energy (Canada); University of Alberta","funders":"University of Alberta","keywords":"Giardia lamblia; Infectivity; Giardia; Wastewater; Microbiology; Ultraviolet; Ultraviolet light; Wastewater reuse; Biology; Environmental science; Chemistry; Virology; Environmental chemistry; Environmental engineering; Materials science; Photochemistry; Optoelectronics; Virus","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003422952,0.0004005927,0.0002745047,0.0004001023,0.0003133212,0.0004563172,0.00035422,0.0005616219,0.001190127],"category_scores_gemma":[0.0004831561,0.0002166748,0.0004546029,0.0002451235,0.0002751807,0.0002128963,0.0002425964,0.0005669117,0.000263743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003061348,"about_ca_system_score_gemma":0.0002348766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00293816,"about_ca_topic_score_gemma":0.001288992,"domain_scores_codex":[0.9997105,0.00006961208,0.00002810416,0.00004260344,0.00006721351,0.00008193324],"domain_scores_gemma":[0.9995467,0.0002507344,0.0000385814,0.00003793091,0.00008401211,0.00004204258],"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":[0.0003940667,0.00005435483,0.002202644,0.00005977891,0.00001538351,0.0001160941,0.0001440462,0.00006843537,0.9960994,0.0000863379,0.0000405002,0.0007188722],"study_design_scores_gemma":[0.00002586198,0.000936044,0.05028281,0.00002334255,0.00005752777,0.0003705192,0.0002511409,0.001047274,0.9462222,0.00009637359,0.0006713582,0.00001561735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986595,0.0002106908,0.000355166,0.00001478074,0.0000129703,0.00000678371,0.0001119115,0.000007490716,0.0006206792],"genre_scores_gemma":[0.9968567,0.0002051913,0.0005663137,0.00002319075,0.00001217823,0.000008892259,0.0007543553,0.000009700914,0.001563548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00293816,"threshold_uncertainty_score":0.00584209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314152787355498,"score_gpt":0.3069457027926316,"score_spread":0.2838041749190766,"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."}}