{"id":"W2094962672","doi":"10.1021/es0113403","title":"UV Disinfection of <i>Giardia lamblia</i> Cysts in Water","year":2002,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":209,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Trojan Technologies (Canada)","funders":"","keywords":"Giardia lamblia; Infectivity; Giardia; Biology; Microbiology; Irradiation; Virology; Virus","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002662178,0.0002851841,0.0001845639,0.0001330105,0.0001449456,0.0002573846,0.0002210182,0.0003137657,0.0006162966],"category_scores_gemma":[0.000368102,0.0001099214,0.000175469,0.0001000888,0.0002381769,0.0002285738,0.0001670846,0.0002322677,0.0002250103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495907,"about_ca_system_score_gemma":0.000201384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001458924,"about_ca_topic_score_gemma":0.001420279,"domain_scores_codex":[0.99984,0.0000418662,0.00001394128,0.00003970289,0.0000454779,0.0000189475],"domain_scores_gemma":[0.999841,0.00004848313,0.00004416815,0.00001538089,0.00003999433,0.00001086811],"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":[0.00004143114,0.00001113071,0.00158667,0.00004745706,0.000003831039,0.00001866947,0.00002664477,0.00005520641,0.9958359,0.00001651991,0.00002392667,0.002332633],"study_design_scores_gemma":[0.000003206593,0.0004353269,0.01331835,0.00001322039,0.0000138617,0.0001045933,0.0000530023,0.000282935,0.9849374,0.00002714509,0.000807707,0.000003349877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937904,0.001227446,0.003738794,0.00004354252,0.000009899058,0.00004333605,0.0001188215,0.00005786338,0.0009698193],"genre_scores_gemma":[0.9908497,0.001078159,0.006316614,0.00005934417,0.000006778755,0.00005071064,0.0003819393,0.00002441235,0.001232466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001458924,"threshold_uncertainty_score":0.002900898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004954020681061017,"score_gpt":0.2000192835515123,"score_spread":0.1950652628704513,"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."}}