{"id":"W2998578581","doi":"10.1016/j.scitotenv.2019.136131","title":"Impact of temperature on Legionella pneumophila, its protozoan host cells, and the microbial diversity of the biofilm community of a pilot cooling tower","year":2019,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal; McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Consejo Nacional de Ciencia y Tecnología, Paraguay; Natural Sciences and Engineering Research Council of Canada; Mitacs; Consejo Nacional de Ciencia y Tecnología","keywords":"Legionella pneumophila; Biofilm; Legionella; Microbiology; Biology; Colonization; Cooling tower; Bacteria; Host (biology); Legionnaires' disease; Outbreak; Water cooling; Ecology; Virology","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":[0.0008776849,0.00009898154,0.0001420746,0.00001767019,0.0003599918,0.00000809158,0.001030629,0.0000406107,0.00000913947],"category_scores_gemma":[0.00003465269,0.00003964045,0.0001330256,0.0001231321,0.002500821,0.000006150411,0.001794933,0.0002093197,0.000001071983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002316236,"about_ca_system_score_gemma":0.00007302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000374548,"about_ca_topic_score_gemma":0.00000172864,"domain_scores_codex":[0.9989902,0.000207044,0.0001460464,0.0001397846,0.0003580015,0.0001589513],"domain_scores_gemma":[0.9989666,0.00003793652,0.0001855033,0.0007498468,0.00003133733,0.00002877592],"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":[0.0003873564,0.0001400336,0.0005300354,0.00001711802,0.00002438594,3.538146e-8,0.0004750138,0.00208626,0.9962709,0.00002466789,0.00003463515,0.000009557427],"study_design_scores_gemma":[0.0005526993,0.0005409088,0.04674201,0.00003377081,0.00001472768,0.000003874461,0.000197942,0.00007977221,0.9517605,0.00001640958,0.00000724711,0.00005018682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985068,0.00007562889,2.111369e-7,0.0003494079,0.00005729133,0.0007518898,0.00004603715,5.861468e-7,0.0002121553],"genre_scores_gemma":[0.9995239,0.00008102081,0.000003833155,0.00001626486,0.00001364693,0.000002789514,7.629468e-7,0.000004145504,0.0003535962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04621198,"threshold_uncertainty_score":0.9214377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01231776047486429,"score_gpt":0.2280838590956421,"score_spread":0.2157660986207778,"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."}}