{"id":"W2167292592","doi":"10.1111/nph.12693","title":"Simultaneous profiling of seed‐associated bacteria and fungi reveals antagonistic interactions between microorganisms within a shared epiphytic microbiome on <i><scp>T</scp>riticum</i> and <i><scp>B</scp>rassica</i> seeds","year":2014,"lang":"en","type":"article","venue":"New Phytologist","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Saskatchewan Research Council (Canada); University of Saskatchewan; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Biology; Microorganism; Microbiome; Epiphyte; Operational taxonomic unit; Orchidaceae; Botany; Bacteria; Metagenomics; Methylobacterium; Microbial ecology; Microbial population biology; Proteobacteria; Microbiology; 16S ribosomal RNA; Genetics","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":[0.0001301992,0.0002796948,0.0003304399,0.0004102992,0.0002310912,0.0003937195,0.0001458225,0.0002438489,0.0004601589],"category_scores_gemma":[0.0001891329,0.0001685552,0.0002418424,0.0003665518,0.0001901526,0.0001747055,0.0002685673,0.0003228708,0.0001949114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001572168,"about_ca_system_score_gemma":0.0001774371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164586,"about_ca_topic_score_gemma":0.00371444,"domain_scores_codex":[0.9998098,0.00001977801,0.00001102533,0.00007414975,0.00004979917,0.00003535239],"domain_scores_gemma":[0.9998369,0.00002931092,0.00004987923,0.00001468965,0.00003167337,0.00003754225],"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":[0.00005329831,0.000006322897,0.002874562,0.00001287536,0.000004037167,0.00002109271,0.0000335169,0.0000132347,0.9964173,0.000005724586,0.000004955327,0.0005530659],"study_design_scores_gemma":[0.00001144154,0.0005740175,0.6850539,0.00001564516,0.00004651025,0.0005636988,0.0005860489,0.001155076,0.3109876,0.00005110071,0.0009383245,0.00001664457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989018,0.00009649084,0.0004196399,0.000007716142,0.000001124421,0.000009263257,0.0003027792,0.00001123508,0.0002499731],"genre_scores_gemma":[0.996895,0.0001058872,0.001690537,0.00002490633,0.000001927355,0.00002486869,0.000745913,0.00001076135,0.0005003462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002164586,"threshold_uncertainty_score":0.004303992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01712599812682494,"score_gpt":0.2337528528608636,"score_spread":0.2166268547340387,"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."}}