{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002631,0.0001426515,0.0002879467,0.00008544922,0.0002428073,0.00001789064,0.000257272,0.0005217583,0.000001246237],"category_scores_gemma":[0.00003748915,0.0001100168,0.00004684842,0.00003582284,0.0008656143,0.000009010421,0.0003870568,0.0002338487,6.132386e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006991813,"about_ca_system_score_gemma":0.00001447362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001043848,"about_ca_topic_score_gemma":0.00002155564,"domain_scores_codex":[0.9992175,0.000139485,0.0002150079,0.0001911732,0.0000662957,0.0001704993],"domain_scores_gemma":[0.9992554,0.00002242611,0.0001650037,0.0004549467,0.00007378927,0.00002847228],"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":[0.0007605348,0.00006438449,0.001709717,0.0001785975,0.00003551953,0.000001546642,0.00005063884,0.00000188075,0.9963311,0.00004998509,0.0002016038,0.0006144845],"study_design_scores_gemma":[0.001332301,0.001700411,0.0008996272,0.00008229956,0.00002191303,0.00003459001,0.0000108616,0.000003581308,0.9951395,0.00001007613,0.0006632779,0.0001015996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990337,0.00007322794,0.000003119035,0.0004245304,0.000103178,0.0002326943,0.00005764216,0.000007131721,0.00006476776],"genre_scores_gemma":[0.9992521,0.0004123245,0.00003473694,0.00003788846,0.00004145744,0.000003101002,0.000190176,0.00001288033,0.00001533536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001636027,"threshold_uncertainty_score":0.4486356,"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."}}