{"id":"W1970079041","doi":"10.1016/s0923-2508(01)01256-6","title":"Biofilms augment the number of free-living amoebae in dental unit waterlines","year":2001,"lang":"en","type":"article","venue":"Research in Microbiology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":148,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Acanthamoeba; Naegleria; Biofilm; Biology; Tap water; Microbiology; Protozoa; Bacteria; Microorganism; Legionella; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003580792,0.0003531075,0.0007258588,0.0006595769,0.0007250641,0.001245783,0.0002785104,0.001023341,0.003571578],"category_scores_gemma":[0.001400492,0.0003203404,0.00040952,0.0004273291,0.0002863914,0.0009418353,0.001014037,0.000645469,0.000580631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004045116,"about_ca_system_score_gemma":0.0005869092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002844595,"about_ca_topic_score_gemma":0.003781687,"domain_scores_codex":[0.9988278,0.000183733,0.00005761848,0.000130217,0.000491305,0.0003093476],"domain_scores_gemma":[0.9986008,0.0002631675,0.0002534325,0.00006530148,0.0005041588,0.0003132272],"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":[0.001136743,0.0003751693,0.0306039,0.0001731794,0.00003802462,0.0002094342,0.0006274335,0.0001710626,0.9530862,0.0001598388,0.0007892504,0.01262971],"study_design_scores_gemma":[0.0001475303,0.003844319,0.6213707,0.0001561837,0.0001751548,0.0008631399,0.00769728,0.00278157,0.3473714,0.0009301296,0.01458917,0.00007346477],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974825,0.0007610263,0.0003938056,0.0001038916,0.00004097862,0.00002272575,0.0001608045,0.00002481592,0.001009437],"genre_scores_gemma":[0.9953327,0.0004784554,0.0009668125,0.0001072123,0.00006605867,0.00003443959,0.0003419927,0.00001564355,0.00265664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003571578,"threshold_uncertainty_score":0.01194811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505568083071274,"score_gpt":0.3652874501230678,"score_spread":0.3202317692923551,"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."}}