{"id":"W3104856934","doi":"10.3390/microorganisms8111829","title":"Behind Taxonomic Variability: The Functional Redundancy in the Tick Microbiome","year":2020,"lang":"en","type":"article","venue":"Microorganisms","topic":"Insect symbiosis and bacterial influences","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Biology; Ixodes scapularis; Microbiome; Tick; Zoology; Ixodidae; Borrelia burgdorferi; Borrelia; Metagenomics; Acari; Microbiology; Ecology; Genetics; Gene","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":[0.001886069,0.0005511427,0.0006945642,0.001568953,0.0005150427,0.001381533,0.000328704,0.0004846744,0.001143525],"category_scores_gemma":[0.004003667,0.000280685,0.0008720193,0.001369305,0.000517652,0.001045367,0.001266779,0.0005467442,0.0004134339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495602,"about_ca_system_score_gemma":0.000406982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009788582,"about_ca_topic_score_gemma":0.001309991,"domain_scores_codex":[0.9983583,0.0004659917,0.0001238802,0.0005492614,0.0003007931,0.0002017882],"domain_scores_gemma":[0.9980445,0.0008811071,0.0003977064,0.00025895,0.0002955086,0.0001221292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001189198,0.000197013,0.6363295,0.00109469,0.001438604,0.0004491902,0.001672173,0.007646016,0.2748814,0.00168436,0.001535792,0.07188202],"study_design_scores_gemma":[0.00003368799,0.0003515791,0.9261229,0.0001618865,0.0005635956,0.001198962,0.001280701,0.03832084,0.01679034,0.007647577,0.007412891,0.0001151124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9817711,0.001901606,0.01270047,0.0002042961,0.00003368468,0.00002514922,0.002176753,0.0001472041,0.001039826],"genre_scores_gemma":[0.9909447,0.0003575484,0.004921841,0.0001175923,0.00003327102,0.00003087678,0.003383361,0.00004872409,0.0001619336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001886069,"threshold_uncertainty_score":0.009974599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115854000505166,"score_gpt":0.1741816749958276,"score_spread":0.1430231349907759,"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."}}