{"id":"W4307530281","doi":"10.1111/1462-2920.16264","title":"Microbes ‘R’ us","year":2022,"lang":"en","type":"article","venue":"Environmental Microbiology","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Biology; Endosymbiosis; Tree of life (biology); Ancestor; Evolutionary biology; Archaea; Environmental ethics; Epistemology; Phylogenetics; Genetics; Chloroplast; Philosophy; Plastid; History","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.005059807,0.001628794,0.0009599851,0.001377635,0.003078084,0.01316715,0.001401762,0.007160873,0.1776488],"category_scores_gemma":[0.0248968,0.0005634935,0.0009705044,0.001128908,0.005192079,0.01043581,0.00609214,0.009787234,0.1467837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001782185,"about_ca_system_score_gemma":0.003943959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001701919,"about_ca_topic_score_gemma":0.002298939,"domain_scores_codex":[0.9943586,0.001848359,0.0003857385,0.001044205,0.001517648,0.0008455327],"domain_scores_gemma":[0.991758,0.002038236,0.0009220985,0.00153497,0.002097234,0.001649443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005594216,0.00002234885,0.0003810165,0.0006297927,0.00003359106,0.0002919884,0.001007051,0.00003028013,0.0006440639,0.0454479,0.841581,0.1098751],"study_design_scores_gemma":[0.000003190635,0.000007026051,0.00004918463,0.0001220606,0.000004067782,0.0001135166,0.000196428,0.000003798756,0.00007005046,0.001817285,0.9976083,0.000005019809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002167706,0.08821984,0.005557194,0.3101325,0.1930724,0.0001821909,0.001250563,0.002242185,0.3971755],"genre_scores_gemma":[0.04941456,0.06744999,0.01089832,0.2973505,0.04232087,0.0002836267,0.001796507,0.002251562,0.5282342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1776488,"threshold_uncertainty_score":0.5942945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003213216822084176,"score_gpt":0.1635431315308605,"score_spread":0.1603299147087764,"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."}}