{"id":"W4404825409","doi":"10.3390/agronomy14122835","title":"The Relationship Between Cover Crop Species and Soil Fungal Communities in Irrigated Vineyards in the Okanagan Valley, Canada","year":2024,"lang":"en","type":"article","venue":"Agronomy","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Universities Space Research Association","keywords":"Cover crop; Crop; Agronomy; Soil cover; Viticulture; Geography; Vineyard; Agroforestry; Irrigation; Biology; Environmental science; Soil water; Ecology; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002041765,0.0002204167,0.00023747,0.0007959783,0.001098257,0.0009132557,0.0006183326,0.0002546235,0.0007374581],"category_scores_gemma":[0.0004735748,0.0002071739,0.0002006488,0.0009242909,0.0004980184,0.000192072,0.0003658897,0.000217638,0.00008291896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006918867,"about_ca_system_score_gemma":0.003929169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9532404,"about_ca_topic_score_gemma":0.9882004,"domain_scores_codex":[0.9997461,0.00002158577,0.00001511574,0.00007294945,0.00005998072,0.00008421612],"domain_scores_gemma":[0.9993597,0.00007357467,0.0001101433,0.00001832641,0.0002451951,0.0001930908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008971427,0.00002984562,0.9918635,0.00002009707,0.00005362936,0.0001210537,0.0008323645,0.0001285095,0.003107982,0.00003454857,0.0001851695,0.003533499],"study_design_scores_gemma":[0.000001340307,0.00001150661,0.9985871,0.000006646072,0.000008442996,0.00003058134,0.0008713652,0.0001922537,0.00008996857,0.000004885262,0.0001930165,0.000002905725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993339,0.000104842,0.00002564365,0.00001401364,0.000001389348,0.00000398482,0.0002515633,0.00000167335,0.0002628774],"genre_scores_gemma":[0.9991229,0.0001039955,0.00009430607,0.00001174329,8.753684e-7,0.000003139485,0.0003102107,0.000001645467,0.0003511945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04675961,"threshold_uncertainty_score":0.0940699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038202112533455,"score_gpt":0.217712389065431,"score_spread":0.1873303679400965,"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."}}