{"id":"W2891327259","doi":"10.3390/w10091219","title":"Searching for Activity Markers that Approximate (VBNC) Legionella pneumophila Infectivity in Amoeba after Ultraviolet (UV) Irradiation","year":2018,"lang":"en","type":"article","venue":"Water","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; University of Alberta","keywords":"Legionella pneumophila; Microbiology; Infectivity; Ultraviolet; Legionella; Biofilm; Acanthamoeba; Ultraviolet irradiation; Biology; Irradiation; Bacteria; Immunology; Materials science","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":[0.0002686395,0.0003660891,0.0003256437,0.0005969876,0.0001367279,0.000562008,0.0002029105,0.000497387,0.0008569448],"category_scores_gemma":[0.0005544508,0.0001509571,0.0003119352,0.0004515938,0.0001860655,0.0003152316,0.0002262063,0.0005664069,0.0004088063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001794444,"about_ca_system_score_gemma":0.0001355376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005255388,"about_ca_topic_score_gemma":0.0008142747,"domain_scores_codex":[0.9996843,0.00005815389,0.00002999622,0.00006630561,0.0001181307,0.00004310377],"domain_scores_gemma":[0.9995757,0.00009847929,0.0001551417,0.00002979175,0.0001065155,0.00003438841],"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":[0.00004785779,0.00003698005,0.001951257,0.00007595031,0.000005064293,0.00002442114,0.00003530745,0.00005592321,0.9957885,0.00001886752,0.00002292752,0.001936884],"study_design_scores_gemma":[0.000003522106,0.001129494,0.04518207,0.00003714361,0.00003077731,0.000246767,0.0002792863,0.0006019567,0.950572,0.00008085699,0.001825244,0.00001075628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835967,0.002744162,0.01058354,0.0001040406,0.00003513971,0.0001110947,0.0007877982,0.0001721053,0.001865233],"genre_scores_gemma":[0.9797101,0.001460206,0.01431495,0.0001040357,0.00001545155,0.0001302873,0.001497825,0.00003443142,0.00273283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008569448,"threshold_uncertainty_score":0.002866745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687239590836126,"score_gpt":0.2754571723327026,"score_spread":0.2585847764243414,"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."}}