{"id":"W3016206823","doi":"10.1371/journal.pone.0231150","title":"Plant microbiome analysis after Metarhizium amendment reveals increases in abundance of plant growth-promoting organisms and maintenance of disease-suppressive soil","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Nematode management and characterization studies","field":"Agricultural and Biological Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Rhizosphere; Microbiome; Metarhizium; Botany; Rhizoctonia solani; Plant disease; Biological pest control; Bacteria; Biotechnology","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":[0.0002694938,0.0004977619,0.00067289,0.0004952314,0.0003292773,0.0005606384,0.0001825381,0.0004223988,0.000954147],"category_scores_gemma":[0.0002152413,0.0002119725,0.0005623555,0.000463326,0.0001728459,0.0003616809,0.000405724,0.0006860678,0.000304701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001557003,"about_ca_system_score_gemma":0.000295811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500077,"about_ca_topic_score_gemma":0.002310389,"domain_scores_codex":[0.9997206,0.00002856908,0.0000173853,0.0000971466,0.00006655561,0.00006972774],"domain_scores_gemma":[0.9998275,0.00002397115,0.00003960684,0.000010534,0.00004838659,0.00005000069],"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":[0.0001267061,0.00002285153,0.001208868,0.0000620733,0.00001072485,0.00002591156,0.00004527261,0.00002245613,0.9970426,0.000008661937,0.00003243118,0.001391441],"study_design_scores_gemma":[0.00003165804,0.001891816,0.414786,0.00007954187,0.0001782609,0.0004165635,0.0008008415,0.002211629,0.5724326,0.00017012,0.006934345,0.00006661937],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990606,0.001707084,0.002072502,0.00008908844,0.00003173682,0.00007367745,0.003901654,0.00009933113,0.001418977],"genre_scores_gemma":[0.9863901,0.0009253105,0.005161121,0.0001651357,0.00001527754,0.0001684219,0.004923085,0.00004532331,0.00220616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001500077,"threshold_uncertainty_score":0.003191948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353915645063508,"score_gpt":0.1778374873216412,"score_spread":0.1542983308710061,"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."}}