{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001978789,0.0002431169,0.0002807661,0.0003186344,0.0003430646,0.0005995647,0.0001370567,0.0003830058,0.0006808557],"category_scores_gemma":[0.0003438211,0.0001879397,0.000310101,0.0002141894,0.0002452743,0.0004905412,0.0004186498,0.000409792,0.0001512504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004056123,"about_ca_system_score_gemma":0.0001964987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002058093,"about_ca_topic_score_gemma":0.003403025,"domain_scores_codex":[0.999741,0.0000362561,0.00001989458,0.00008104259,0.00006304577,0.00005874181],"domain_scores_gemma":[0.999781,0.00004133081,0.00007999573,0.00001382569,0.0000446795,0.00003926078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001723427,0.00004603374,0.03231468,0.00008753123,0.00001824136,0.0001091394,0.0001557396,0.0001316178,0.9633085,0.00007395485,0.00006048154,0.003521668],"study_design_scores_gemma":[0.00001225816,0.0006605572,0.4350771,0.00004047221,0.00008693279,0.0003733537,0.001127992,0.004084137,0.5551843,0.0005038354,0.002809807,0.00003909559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977893,0.0005087125,0.0008069254,0.0000495903,0.000007757427,0.000008761433,0.0001269914,0.00003123031,0.0006707309],"genre_scores_gemma":[0.9988856,0.0001114009,0.0005275048,0.00002060027,0.00000221056,0.000007116915,0.00007475008,0.000003921251,0.0003668776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002058093,"threshold_uncertainty_score":0.004092216,"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."}}