{"id":"W2574982904","doi":"10.1111/1751-7915.12457","title":"Effect of temperature and colonization of <i>Legionella pneumophila</i> and <i>Vermamoeba vermiformis</i> on bacterial community composition of copper drinking water biofilms","year":2017,"lang":"en","type":"article","venue":"Microbial Biotechnology","topic":"Legionella and Acanthamoeba research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Division of Chemical, Bioengineering, Environmental, and Transport Systems; Institute for Critical Technology and Applied Science; Centers for Disease Control and Prevention; Institute for Critical Technologies and Applied Science, Virginia Tech; Alberta Innovates; Alberta Innovates - Health Solutions; Alfred P. Sloan Foundation; National Science Foundation","keywords":"Legionella pneumophila; Legionella; Colonization; Microbiology; Biofilm; Biology; Bacteria; Composition (language); Copper; Chemistry","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":[0.0002525792,0.0002904603,0.0004502484,0.000137587,0.0002052336,0.0007265772,0.0002367474,0.0002756405,0.0008883965],"category_scores_gemma":[0.0005685762,0.000237006,0.0003946095,0.0001716859,0.0002748375,0.0003503995,0.0004430214,0.0003977077,0.0002027597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004156396,"about_ca_system_score_gemma":0.0002990461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004229434,"about_ca_topic_score_gemma":0.004496806,"domain_scores_codex":[0.9996008,0.00008047842,0.00003954811,0.000138059,0.00006905066,0.00007212313],"domain_scores_gemma":[0.9995204,0.000130748,0.0001446273,0.00003568409,0.0000895519,0.00007886973],"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":[0.001630791,0.0001319744,0.02181621,0.0001455537,0.00007075948,0.00008018651,0.0002243107,0.0005346328,0.9720982,0.00003261186,0.0001008637,0.003133826],"study_design_scores_gemma":[0.00002681226,0.003367899,0.421966,0.00004463856,0.0001544505,0.0001665923,0.0009488322,0.002883711,0.5689922,0.00006487319,0.001322956,0.0000610741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991654,0.0001599145,0.0001462539,0.00001943229,0.000009262078,0.000008219461,0.0002075755,0.000006717946,0.0002771528],"genre_scores_gemma":[0.9986818,0.0001332091,0.0005468745,0.00003022727,0.000006451377,0.00001983457,0.0002605919,0.000006050263,0.0003149706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004229434,"threshold_uncertainty_score":0.008409619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006002256563536841,"score_gpt":0.2385725304480965,"score_spread":0.2325702738845596,"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."}}