{"id":"W2066778106","doi":"10.1080/15287390490492449","title":"DETECTION AND IDENTIFICATION OF<i>Legionella</i>SPECIES FROM GROUNDWATERS","year":2004,"lang":"en","type":"article","venue":"Journal of Toxicology and Environmental Health","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; Occupational Cancer Research Centre; University of Ottawa","funders":"","keywords":"Legionella; Outbreak; Groundwater; Legionella pneumophila; Surface water; Legionnaires' disease; Isolation (microbiology); Microbiology; Environmental science; Contamination; Biology; Bacteria; Environmental engineering; Virology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002033315,0.00005583693,0.0001155042,0.0000389581,0.00007957732,0.000006337951,0.00004586134,0.00007644231,0.000003217053],"category_scores_gemma":[0.000006990463,0.00004817902,0.00002955745,0.00001653696,0.0001841966,0.000008516587,0.00003642613,0.0000870553,6.66112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003897194,"about_ca_system_score_gemma":0.00002914181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004020599,"about_ca_topic_score_gemma":0.00003143661,"domain_scores_codex":[0.9994276,0.00004482927,0.0002482582,0.0001010369,0.00007895975,0.00009931864],"domain_scores_gemma":[0.9996541,0.000008973392,0.0001941007,0.00006018145,0.000005809867,0.00007688263],"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":[0.0001428208,0.00007578786,0.006748,0.00001265627,0.00002728043,0.000002561145,0.0001701561,0.00003588902,0.9887274,0.00001564997,0.0000342777,0.004007522],"study_design_scores_gemma":[0.001555108,0.001864726,0.3054539,0.0000184655,0.00001706685,0.000233884,0.001010149,0.00001322979,0.6859539,0.0007207921,0.003062475,0.00009627907],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960593,0.001799031,0.001210432,0.0007522945,0.0001028143,0.00005556079,0.000008844449,7.257268e-7,0.0000109959],"genre_scores_gemma":[0.9933858,0.006139652,0.0001213735,0.0001844598,0.0001003586,8.820523e-7,0.0000100824,0.000004547229,0.00005282423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3027735,"threshold_uncertainty_score":0.1964684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122159676897184,"score_gpt":0.2516776686672923,"score_spread":0.2404560718983205,"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."}}