{"id":"W3013810371","doi":"10.3390/d12040128","title":"Cover Crop Diversity as a Tool to Mitigate Vine Decline and Reduce Pathogens in Vineyard Soils","year":2020,"lang":"en","type":"article","venue":"Diversity","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Cover crop; White mustard; Biology; Vineyard; Crop; Agronomy; Vine; Cutting; Horticulture","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":[0.000260775,0.0002862918,0.0004509701,0.0004408033,0.0004056074,0.0006349952,0.0004389478,0.0002306802,0.001115376],"category_scores_gemma":[0.0002867592,0.0001229272,0.0001613852,0.0002382873,0.0001897925,0.0004049032,0.0004918728,0.0003685812,0.0001120498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004766235,"about_ca_system_score_gemma":0.0006203227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003465106,"about_ca_topic_score_gemma":0.009739222,"domain_scores_codex":[0.9997931,0.00003760022,0.00001054965,0.00005871518,0.00004486052,0.00005514146],"domain_scores_gemma":[0.9996642,0.00003099456,0.00008328253,0.0000162876,0.00003694269,0.0001682917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004332841,0.000264641,0.008890633,0.0001339024,0.000057167,0.00009978624,0.0001445751,0.0002512761,0.9742398,0.00009414222,0.00007463018,0.01531626],"study_design_scores_gemma":[0.0001322289,0.01062162,0.6994045,0.0001307117,0.0002445499,0.0006315511,0.001502644,0.00397011,0.2709788,0.0005668362,0.01177235,0.00004402792],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985914,0.0003976579,0.0003615461,0.00003828197,0.000005689625,0.00001802373,0.00003910945,0.00002637458,0.0005218469],"genre_scores_gemma":[0.9968465,0.0003705182,0.001654452,0.00006638477,0.000008295498,0.00002280943,0.000158455,0.00001187858,0.0008606159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003465106,"threshold_uncertainty_score":0.00688988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01612035073015079,"score_gpt":0.2264336650065748,"score_spread":0.2103133142764241,"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."}}