{"id":"W2759041169","doi":"10.1007/s12403-017-0255-9","title":"Free-Living Amoebae Supporting Intracellular Growth May Produce Vesicle-Bound Respirable Doses of Legionella Within Drinking Water Systems","year":2017,"lang":"en","type":"article","venue":"Exposure and Health","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Legionella pneumophila; Legionella; Microbiology; Tap water; Acanthamoeba; Biology; Biofilm; Chemistry; Bacteria; Environmental engineering; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001976524,0.0001791269,0.0003105243,0.00005982866,0.000789226,0.0001954072,0.0004095376,0.0001393116,0.000004874323],"category_scores_gemma":[0.0001667441,0.0001379312,0.00005589475,0.00003377561,0.0001950996,0.00002441438,0.0003691511,0.0001948592,0.000002717757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001977381,"about_ca_system_score_gemma":0.0002091196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945234,"about_ca_topic_score_gemma":0.0002735803,"domain_scores_codex":[0.9981031,0.000121341,0.0004994785,0.0004785777,0.0002516835,0.0005457606],"domain_scores_gemma":[0.998507,0.00001720451,0.0003608041,0.0008012954,0.0001435141,0.0001701661],"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":[0.00008230859,0.00009407357,0.20696,0.0008946401,0.00007264894,0.00001866941,0.001665613,0.00002298174,0.7854235,0.001132649,0.002816089,0.000816833],"study_design_scores_gemma":[0.001090559,0.001189383,0.0247262,0.0005289788,0.00002028184,0.00007138988,0.0009855655,0.00009410572,0.9637315,0.0003499417,0.006776522,0.000435626],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940051,0.002655023,0.0001362261,0.001941062,0.0002679807,0.0003504405,0.000006712572,0.00001339438,0.0006239938],"genre_scores_gemma":[0.9972624,0.0004656845,0.0001724668,0.0001270319,0.0006047956,0.00001514062,0.00002318929,0.00003151974,0.001297769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1822338,"threshold_uncertainty_score":0.6070169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03192655571414786,"score_gpt":0.309521122810124,"score_spread":0.2775945670959761,"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."}}