{"id":"W3025763387","doi":"10.1139/cjm-2020-0085","title":"It takes three to tango: the importance of microbes, host plant, and soil management to elucidate manipulation strategies for the plant microbiome","year":2020,"lang":"en","type":"review","venue":"Canadian Journal of Microbiology","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Microbiome; Agriculture; Food security; Agroecosystem; Ecology; Biology; Ecosystem; Host (biology); Environmental resource management; Agroforestry; Productivity; Population; Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00108881,0.0008214889,0.00151583,0.0027346,0.0004015578,0.00166573,0.0008002449,0.001584355,0.002836402],"category_scores_gemma":[0.00172826,0.0002634497,0.0007019031,0.002107831,0.0007385242,0.002859354,0.0007049624,0.001752156,0.001468192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008990167,"about_ca_system_score_gemma":0.002929956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003112088,"about_ca_topic_score_gemma":0.006189824,"domain_scores_codex":[0.9996532,0.00006427843,0.00004728759,0.00006526639,0.0001297435,0.0000401801],"domain_scores_gemma":[0.9986071,0.0007262931,0.0001366501,0.00004348476,0.0003906465,0.00009582796],"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":[0.00005413764,0.00004873617,0.0004288135,0.03027356,0.0001304014,0.0001668226,0.0001584158,0.0002957059,0.003833618,0.006367589,0.02482195,0.9334204],"study_design_scores_gemma":[0.000007032741,0.0001131465,0.00133748,0.007793063,0.0001621879,0.0006460309,0.0002602179,0.00008916714,0.0009097803,0.002994278,0.9856567,0.00003081673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001515657,0.9976221,0.0002191563,0.0009620786,0.0003189517,0.000004235623,0.0000217925,0.00000773903,0.000692326],"genre_scores_gemma":[0.0007898193,0.9978262,0.0003184428,0.0003652107,0.0002057692,0.000004902425,0.00002807152,0.000002153751,0.0004594806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003112088,"threshold_uncertainty_score":0.009488702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05822434064278183,"score_gpt":0.2471886639746789,"score_spread":0.1889643233318971,"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."}}