{"id":"W4310063440","doi":"10.1016/j.pbi.2022.102316","title":"Engineering plant microbiomes by integrating eco-evolutionary principles into current strategies","year":2022,"lang":"en","type":"review","venue":"Current Opinion in Plant Biology","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Microbiome; Ecology; Evolutionary biology; Computational biology; Bioinformatics","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":[0.0008894373,0.0009398243,0.001255395,0.001049217,0.0002027459,0.001424173,0.0007158534,0.001048209,0.002251022],"category_scores_gemma":[0.0006621337,0.0002206524,0.0003562618,0.001161924,0.0006475179,0.001523025,0.00107936,0.00191275,0.001200523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005380379,"about_ca_system_score_gemma":0.0008398019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005087369,"about_ca_topic_score_gemma":0.001265451,"domain_scores_codex":[0.9998053,0.00002541949,0.00001496799,0.00004295566,0.00008747316,0.00002387917],"domain_scores_gemma":[0.999674,0.0001695035,0.00004025434,0.00001293694,0.00006461517,0.0000387236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006545013,0.00005003345,0.000196282,0.01218602,0.00006534897,0.000118397,0.00004268615,0.0005078837,0.01301842,0.009516693,0.01003888,0.9541939],"study_design_scores_gemma":[0.00001611142,0.00008657174,0.0007537985,0.002708063,0.0001261519,0.0004429994,0.00007600721,0.0002303768,0.003485298,0.005243731,0.9868022,0.00002874451],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003771594,0.9946679,0.001932076,0.0007200605,0.0004705372,0.000008851546,0.00003430255,0.00002120522,0.00176781],"genre_scores_gemma":[0.001709127,0.9954641,0.001430356,0.0003461424,0.0001817946,0.00001331303,0.00005468599,0.000004959499,0.0007954462],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002251022,"threshold_uncertainty_score":0.007530451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05903893129192742,"score_gpt":0.3339571008406827,"score_spread":0.2749181695487553,"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."}}