{"id":"W4386199488","doi":"10.1007/s12230-023-09922-6","title":"Culture-based Determination of Verticillium Densities in Soil Overestimates Disease Pressure of Verticillium Wilt of Potato in Manitoba","year":2023,"lang":"en","type":"article","venue":"American Journal of Potato Research","topic":"Plant Pathogens and Fungal Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Verticillium dahliae; Verticillium wilt; Verticillium; Biology; Cultivar; Horticulture; Wilt disease; Agronomy; Botany","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":[0.0004346651,0.000610453,0.0003026348,0.001194001,0.0005248399,0.0007787666,0.0004381487,0.000243043,0.0007067483],"category_scores_gemma":[0.0004979947,0.0006237541,0.0001613271,0.0008370098,0.0004451893,0.0002592912,0.0003498885,0.0002582316,0.0002133122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646757,"about_ca_system_score_gemma":0.00108967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2332328,"about_ca_topic_score_gemma":0.6246021,"domain_scores_codex":[0.9997863,0.00003756198,0.00001725097,0.00006763614,0.00005354104,0.0000376816],"domain_scores_gemma":[0.9993349,0.0001110007,0.0001949859,0.00003321499,0.0002418135,0.0000839786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001819316,0.00006551693,0.6517052,0.0001529607,0.00007901802,0.0002343409,0.0008707248,0.0003002358,0.339656,0.00004587658,0.0001291116,0.00657907],"study_design_scores_gemma":[0.000009973752,0.0001570378,0.9818962,0.00002356017,0.00005879104,0.0001906398,0.00107713,0.0004940325,0.01529486,0.00002478042,0.0007619645,0.00001098984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959848,0.0009261,0.001271528,0.0000442307,0.00001001191,0.00004442178,0.0004003407,0.00003842203,0.001280259],"genre_scores_gemma":[0.9951873,0.0006461285,0.002483496,0.00005657538,0.000005139203,0.00003304554,0.0005499938,0.000009761632,0.001028591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7667673,"threshold_uncertainty_score":0.4637504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02736026720491406,"score_gpt":0.3179413263800274,"score_spread":0.2905810591751133,"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."}}