{"id":"W2532263740","doi":"","title":"Assessment of human viruses in municipal waste water in Calgary, Canada","year":2016,"lang":"en","type":"article","venue":"Journal of Microbial & Biochemical Technology","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental planning; Environmental protection; Biology; Biotechnology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004400616,0.0001244522,0.0006853582,0.000511696,0.00001190021,0.000001721364,0.0002836953,0.0002398149,0.00009300433],"category_scores_gemma":[0.0003267038,0.00007242346,0.00009162012,0.0001660467,0.0003231885,0.00003437861,0.0001752282,0.0005850426,0.000001064034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417009,"about_ca_system_score_gemma":0.0002608443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01878449,"about_ca_topic_score_gemma":0.05181351,"domain_scores_codex":[0.9981726,0.00008525488,0.0009194476,0.000160847,0.0001636865,0.00049821],"domain_scores_gemma":[0.9993843,0.00002794141,0.0001698849,0.0001935024,0.0001123946,0.0001120119],"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":[0.0002144436,0.0001598003,0.09425067,0.00002764592,0.00003009892,0.000382646,0.000007723748,4.534219e-7,0.9024488,0.00003879597,0.001718484,0.0007204211],"study_design_scores_gemma":[0.003996871,0.001210471,0.01268802,0.0005787945,0.00001256211,0.0006109618,0.00007424018,0.000004816425,0.9789069,0.000236474,0.001596103,0.00008382065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935897,0.0001531833,0.00002395621,0.005978832,0.00007342456,0.0001055414,0.000007379748,0.000004935555,0.00006304633],"genre_scores_gemma":[0.9987718,0.0001213875,0.0007273861,0.0002668793,0.00006242318,0.000002916417,0.000002544569,0.00001082946,0.00003383663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08156265,"threshold_uncertainty_score":0.9877495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01872981949225512,"score_gpt":0.3299381395150288,"score_spread":0.3112083200227737,"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."}}