{"id":"W4212905323","doi":"10.3390/microorganisms10020443","title":"Compromised Effectiveness of Thermal Inactivation of Legionella pneumophila in Water Heater Sediments and Water, and Influence of the Presence of Vermamoeba vermiformis","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Polytechnique Montréal","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Legionella pneumophila; Legionella; Thermal; Microbiology; Water heater; Environmental chemistry; Chemistry; Environmental science; Environmental engineering; Biology; Bacteria; Geology; Oceanography; Meteorology; Physics; Paleontology","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":[0.0003048816,0.00008068857,0.000165138,0.00004427293,0.00004473049,0.000002746189,0.0001626713,0.00004729619,0.000003739373],"category_scores_gemma":[0.000009822087,0.00005036513,0.00002773046,0.00006697755,0.0002343618,0.000009092008,0.0004444077,0.00007646928,8.331244e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001113597,"about_ca_system_score_gemma":0.00002700644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002034125,"about_ca_topic_score_gemma":0.000001991711,"domain_scores_codex":[0.9991956,0.0001715025,0.000204355,0.0001585816,0.0001413644,0.000128631],"domain_scores_gemma":[0.9996485,0.00002025919,0.00006504264,0.0001794845,0.00006902157,0.00001776097],"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":[0.000348888,0.00008585555,0.03312411,0.0002378638,0.00002124115,8.499316e-7,0.0005972253,0.0003275229,0.9651946,0.000005360741,0.000002418119,0.00005403956],"study_design_scores_gemma":[0.0009049675,0.0002029824,0.1080215,0.00003535007,0.000006559302,0.00000769137,0.00007608211,0.00001242734,0.8906096,0.00003974123,0.00003089568,0.00005224459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995449,0.00008752645,0.000003353065,0.0000424688,0.00002281165,0.0002629809,0.00001522626,8.791968e-7,0.00001989222],"genre_scores_gemma":[0.9998818,0.0000279575,0.000009585501,0.0000117554,0.0000047817,0.000009970484,0.00002131975,0.000008814723,0.00002403342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07489741,"threshold_uncertainty_score":0.205383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005499904858375242,"score_gpt":0.2174541193320433,"score_spread":0.2119542144736681,"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."}}