{"id":"W4408591147","doi":"10.3390/plants14060947","title":"Phytomicrobiome Research for Disease and Pathogen Management","year":2025,"lang":"en","type":"editorial","venue":"Plants","topic":"Plant Pathogens and Resistance","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Agriculture and Agri-Food Canada","funders":"","keywords":"Disease; Pathogen; Disease management; Biology; Medicine; Microbiology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01111028,0.004881871,0.003157582,0.004291644,0.003975867,0.008258379,0.003514645,0.01892372,0.01555013],"category_scores_gemma":[0.02124537,0.00150897,0.00340325,0.001687987,0.003085362,0.006665088,0.002214676,0.02574484,0.01601487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004415063,"about_ca_system_score_gemma":0.004523463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002905315,"about_ca_topic_score_gemma":0.01031125,"domain_scores_codex":[0.993163,0.00137977,0.0007276595,0.0007707268,0.003595807,0.0003631688],"domain_scores_gemma":[0.9773144,0.008601691,0.001142239,0.0005793582,0.008230812,0.004131493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003554082,0.00001198078,0.00001535455,0.0002055495,0.00001355774,0.00006309686,0.00001053998,0.00001702469,0.00007054433,0.0003593211,0.9939168,0.00528067],"study_design_scores_gemma":[0.00005417983,0.00003367698,0.0001486534,0.0004300314,0.00003354181,0.0001474626,0.00002237185,0.0000894944,0.00006780209,0.001086897,0.9978732,0.00001275226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001702482,0.009553643,0.0001002257,0.02361143,0.9650997,0.00001945816,0.00003425458,0.00003809549,0.001526148],"genre_scores_gemma":[0.000263592,0.007792776,0.0001466034,0.02289342,0.9566504,0.00002564506,0.00003222454,0.00003435887,0.012161],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01892372,"threshold_uncertainty_score":0.05875748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911115952234102,"score_gpt":0.2857583360759094,"score_spread":0.2566471765535684,"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."}}