{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007649655,0.0001332737,0.0001511574,0.00002841947,0.0002126392,0.00001855218,0.0001880649,0.00008506833,0.0000565485],"category_scores_gemma":[0.0001640957,0.0001422082,0.00006887502,0.0001044246,0.00004310588,0.000007794381,0.002769835,0.00006381422,0.00006833987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001327427,"about_ca_system_score_gemma":0.00003185488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009941009,"about_ca_topic_score_gemma":0.00004401429,"domain_scores_codex":[0.9991344,0.00003674563,0.0000967915,0.0003894362,0.0001360204,0.000206674],"domain_scores_gemma":[0.9995123,0.000008145507,0.000031827,0.0001389518,0.00004803755,0.0002607723],"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":[0.0008325583,0.00008967715,0.3587672,0.00002979206,0.00004388643,0.0002599987,0.0003159512,0.00009921574,0.6298612,0.00002198806,0.008886131,0.0007923917],"study_design_scores_gemma":[0.001763937,0.0005739467,0.9504264,0.00002266193,0.00009371387,0.00001583515,0.0001502011,0.0002063725,0.02502366,0.00005496802,0.02111303,0.0005552394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996699,0.000157649,0.000107903,0.0006534123,0.00004443194,0.0001612225,0.001624711,0.00001375051,0.0005379526],"genre_scores_gemma":[0.9958841,0.0001290408,0.0001475337,0.003424958,0.0000827661,0.000001408365,0.0001543455,0.000005952835,0.0001699193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6048375,"threshold_uncertainty_score":0.5799081,"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."}}