{"id":"W2075871795","doi":"10.1111/j.1365-2672.2006.02845.x","title":"Detection of Legionella spp. by fluorescent in situ hybridization in dental unit waterlines","year":2006,"lang":"en","type":"article","venue":"Journal of Applied Microbiology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Canadian Institutes of Health Research; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Legionella; Biology; Fish <Actinopterygii>; Microbiology; Contamination; Food science; Fishery; Bacteria; Ecology","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":[0.000228818,0.00009731879,0.0001949618,0.0001718138,0.00001661838,0.000005802739,0.0001323366,0.0001521874,0.000003353844],"category_scores_gemma":[0.000007844205,0.00008347326,0.00005300181,0.0001313798,0.000082696,0.000003851714,0.00004567508,0.0001469708,0.000002769814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003209303,"about_ca_system_score_gemma":0.000049552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008125055,"about_ca_topic_score_gemma":0.0004618965,"domain_scores_codex":[0.9991272,0.00004372718,0.0004508456,0.0001396692,0.00004932698,0.0001892164],"domain_scores_gemma":[0.9996086,0.000009545706,0.0001982858,0.00008300724,0.00007570216,0.00002485942],"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":[0.0004162036,0.0001538954,0.005081715,0.00001398927,0.00001091655,0.000008442727,0.00001678802,0.0002701905,0.9928465,0.00001393485,0.0006456464,0.0005217034],"study_design_scores_gemma":[0.001304123,0.000173601,0.002029293,0.00001316112,0.000004706797,0.0001012774,0.00007837837,0.00000816695,0.9918193,0.00005260166,0.004335124,0.00008027453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987358,0.0004279983,0.000390216,0.0000505337,0.00008805318,0.0001047043,0.000005908406,0.000001207685,0.0001955679],"genre_scores_gemma":[0.9993515,0.0002229831,0.00009617651,0.00003096185,0.0001401351,0.000002103971,0.00009605906,0.00001011659,0.00004995392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003689478,"threshold_uncertainty_score":0.3403941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005230520707406319,"score_gpt":0.2216808821192704,"score_spread":0.2164503614118641,"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."}}