{"id":"W2136781620","doi":"10.1016/j.watres.2009.03.021","title":"Real-time microgravimetric quantification of Cryptosporidium parvum in the presence of potential interferents","year":2009,"lang":"en","type":"article","venue":"Water Research","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Cryptosporidium parvum; Biosensor; Chemistry; Chromatography; Quartz crystal microbalance; Aqueous solution; Adsorption; Microbiology; Biology; Biochemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009309837,0.00008147555,0.0001497476,0.0005529636,0.0000230654,0.00001930029,0.0006565056,0.0000949078,0.00002280197],"category_scores_gemma":[0.0001166992,0.00005135783,0.00003549012,0.0007190398,0.0001169798,0.0000594011,0.0000725693,0.0002922274,0.0000331624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003960194,"about_ca_system_score_gemma":0.000009923161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000985917,"about_ca_topic_score_gemma":0.000001381035,"domain_scores_codex":[0.9986525,0.00009965245,0.0002826012,0.0001399851,0.0004790721,0.0003461523],"domain_scores_gemma":[0.9993525,0.00005313536,0.00002077621,0.0004298905,0.0001249103,0.00001879884],"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":[0.00002214822,0.00007057223,0.0002820781,0.00005528326,0.000007718499,0.000006641648,0.0003280876,0.0006514018,0.9934993,0.00014952,0.0005358247,0.004391378],"study_design_scores_gemma":[0.0001429447,0.000124811,0.01249287,0.00004236703,0.000003737348,0.00000293177,0.0002846748,0.007011049,0.978181,0.001553674,0.00009443964,0.00006547431],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982288,0.0001364295,0.0005499306,0.0001835749,0.00003517101,0.0002727434,0.000005238457,0.00006323585,0.0005248222],"genre_scores_gemma":[0.9994209,0.0001703896,0.0003167425,6.868652e-7,0.00001384762,0.00001102136,0.000007773016,0.000009801791,0.00004884065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01531832,"threshold_uncertainty_score":0.2094311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779129140170474,"score_gpt":0.3116556362615683,"score_spread":0.2738643448598636,"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."}}