{"id":"W2802423274","doi":"10.1094/pdis-02-18-0342-re","title":"Quantification of<i>Agrobacterium vitis</i>from Grapevine Nursery Stock and Vineyard Soil using Droplet Digital PCR","year":2018,"lang":"en","type":"article","venue":"Plant Disease","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Vineyard; Biology; Rhizosphere; Growing season; Horticulture; Agronomy; Botany; Bacteria","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006414152,0.000128499,0.0001719733,0.00001710067,0.0001757299,0.00009751142,0.0001412834,0.00003157732,0.00007158617],"category_scores_gemma":[0.0001196013,0.00005482839,0.0000491286,0.0001434044,0.0002190434,0.0002291207,0.0001044437,0.00005037765,0.00002043372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001231937,"about_ca_system_score_gemma":0.0000136829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003337093,"about_ca_topic_score_gemma":0.0002319151,"domain_scores_codex":[0.9990329,0.00004021286,0.0001740137,0.0002769121,0.0002362761,0.000239672],"domain_scores_gemma":[0.9994214,0.000150897,0.0000816145,0.0000663571,0.00007211369,0.0002075801],"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":[0.0002673848,0.0001260994,0.0330407,0.00002036852,0.00003558276,0.00002226412,0.00004015204,8.629044e-7,0.9557579,0.00002269237,0.001646594,0.009019409],"study_design_scores_gemma":[0.0002084708,0.0001802817,0.9783224,0.0001220782,0.00005593823,0.000008660592,0.0001075733,0.001756863,0.01133386,0.0002832553,0.007318228,0.0003024067],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803082,0.0002823745,0.000009012537,0.0003055682,0.00008678414,0.0001458896,0.01875656,0.00003779256,0.00006779721],"genre_scores_gemma":[0.9980019,0.0001766685,0.00001709691,0.00005008678,0.0002452409,0.000006601882,0.001449317,0.000001123235,0.00005197034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9452817,"threshold_uncertainty_score":0.2235837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04910491348732067,"score_gpt":0.2552148637489278,"score_spread":0.2061099502616072,"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."}}