{"id":"W4385202240","doi":"10.3390/plants12142736","title":"Soil and Phytomicrobiome for Plant Disease Suppression and Management under Climate Change: A Review","year":2023,"lang":"en","type":"review","venue":"Plants","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Wilfrid Laurier University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Agence Nationale de la Recherche","keywords":"Plant disease; Disease management; Agroforestry; Agriculture; Ecosystem services; Soil health; Business; Environmental resource management; Mulch; Tillage; Cropping; Environmental planning; Biotechnology; Biology; Environmental science; Ecosystem; Agronomy; Ecology; Soil organic matter; MEDLINE; Systematic review; Soil water","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001812379,0.0002572542,0.0006428157,0.00002974287,0.0002194084,0.00007049425,0.0001421646,0.000085327,0.00002612287],"category_scores_gemma":[0.000009278559,0.00009367539,0.0001248201,0.0001015652,0.00002514715,0.0000804594,0.0002437787,0.0001159601,0.00004688549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000173795,"about_ca_system_score_gemma":0.000003957713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003202526,"about_ca_topic_score_gemma":0.00006645237,"domain_scores_codex":[0.9989553,0.00007029902,0.0002792916,0.0003447558,0.00006502837,0.0002852912],"domain_scores_gemma":[0.9993972,0.0002377971,0.0001677905,0.00007197227,0.00001085574,0.0001144092],"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":[0.00002601746,0.00004623453,0.000005042892,0.05343187,0.00008217589,0.00002288608,0.00000470996,4.547005e-9,0.00005828635,0.00001844147,0.0129631,0.9333412],"study_design_scores_gemma":[0.00006598585,0.00002497335,0.0005295983,0.07448769,0.0003298051,0.00006400837,0.000009634764,0.000002928678,0.000001108347,0.0000208211,0.9242391,0.000224367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004950663,0.9867748,1.354241e-7,0.0001812982,0.000256869,0.001345755,0.01086431,0.00004963533,0.00003213882],"genre_scores_gemma":[0.0000124729,0.9946085,0.000007459564,0.0002232983,0.0001296523,0.0003489812,0.004464651,0.000003257429,0.0002016802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9331169,"threshold_uncertainty_score":0.3819972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1255895409767571,"score_gpt":0.3264024246908553,"score_spread":0.2008128837140981,"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."}}