{"id":"W3119443895","doi":"10.3390/microorganisms9010174","title":"Differential Bacterial Predation by Free-Living Amoebae May Result in Blooms of Legionella in Drinking Water Systems","year":2021,"lang":"en","type":"article","venue":"Microorganisms","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; University of Alberta","keywords":"Legionella pneumophila; Legionella; Microbiology; Bacteria; Biology; Acanthamoeba; Intracellular parasite; Intracellular; Population; Internalization; Biocide; Chemistry; Cell; Biochemistry","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":[0.0001808206,0.0001496384,0.0002169242,0.00007788844,0.00004113034,0.00006431012,0.0002530511,0.000215289,0.00007735143],"category_scores_gemma":[0.00005904694,0.0001328738,0.00005163096,0.0001238191,0.0000621092,0.000008709601,0.0003522093,0.0001410744,0.000007525703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003674631,"about_ca_system_score_gemma":0.00007325039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004087881,"about_ca_topic_score_gemma":0.0004389322,"domain_scores_codex":[0.9985347,0.0001598654,0.000385293,0.0003998686,0.0001677139,0.0003526086],"domain_scores_gemma":[0.9994221,0.0000158591,0.00006109595,0.0003736411,0.00007985989,0.00004749114],"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":[0.00005685449,0.0001361797,0.009463312,0.00004772201,0.00001908518,0.00001648003,0.0003088931,0.00002015698,0.9889443,0.00001669876,0.0008916149,0.00007869205],"study_design_scores_gemma":[0.001071367,0.00005730935,0.003188445,0.00009479692,0.000006140519,0.0000167598,0.0002120006,0.00002857282,0.992902,0.00001515201,0.002243976,0.0001634839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986094,0.0002826519,0.0002721161,0.0001311241,0.0003085746,0.0001685584,0.0000301135,0.000006383527,0.0001910367],"genre_scores_gemma":[0.9978899,0.0001153041,0.00006628213,0.00001923861,0.0002145895,0.00001098715,0.0005306618,0.00002905091,0.001123997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006274866,"threshold_uncertainty_score":0.5418435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007404573400234407,"score_gpt":0.2250189594054963,"score_spread":0.217614386005262,"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."}}