{"id":"W2013093732","doi":"10.1111/jam.12831","title":"Molecular survey of occurrence and quantity of <i>Legionella</i> spp., <i>Mycobacterium</i> spp., <i>Pseudomonas aeruginosa</i> and amoeba hosts in municipal drinking water storage tank sediments","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Microbiology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"U.S. Environmental Protection Agency","keywords":"Library science; Legionella; Microbiology; Biology; Bacteria; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001413468,0.0002261744,0.0005723865,0.0001637662,0.00003052765,0.00001615005,0.0003312107,0.0002653325,0.000003078448],"category_scores_gemma":[0.00005482108,0.0001791258,0.00006940514,0.000135347,0.0004510418,0.00001314032,0.0004075212,0.0003085225,0.000001723145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002380153,"about_ca_system_score_gemma":0.0001519536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002560072,"about_ca_topic_score_gemma":0.0001737657,"domain_scores_codex":[0.9982624,0.0002024124,0.0006853534,0.0003175331,0.0001474033,0.0003848736],"domain_scores_gemma":[0.9988276,0.00004656088,0.0003993371,0.0002593225,0.0003075121,0.0001597118],"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":[0.000908568,0.0001299563,0.03939228,0.00005999445,0.00007794975,0.00002978083,0.0002311382,0.0000716173,0.9583697,0.00001898224,0.0005695493,0.0001404878],"study_design_scores_gemma":[0.002880019,0.0006548031,0.00504166,0.00005249838,0.00003316017,0.0002785241,0.0001616001,0.00001103662,0.9882151,0.00005769803,0.002374422,0.0002394163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977556,0.00154338,0.00008463036,0.00005468119,0.0001677697,0.0001831161,0.0000672116,0.000001988132,0.0001416055],"genre_scores_gemma":[0.9986346,0.0007848158,0.0002576042,0.0001414163,0.00004555595,0.000002372704,0.0001101235,0.00001558209,0.000007903639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03435061,"threshold_uncertainty_score":0.7304539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949009562382351,"score_gpt":0.2598197566356109,"score_spread":0.2403296610117873,"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."}}