{"id":"W153708300","doi":"10.1007/978-1-4020-8804-9_18","title":"Challenges in Controlling Verticillium Wilt by the Use of Nonchemical Methods","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Plant Disease Management Techniques","field":"Agricultural and Biological Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Verticillium wilt; Agronomy; Biology; Verticillium; Wilt disease; Cultivar; Biotechnology; Horticulture","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004097338,0.0002036933,0.0003522829,0.0000156004,0.00002625297,0.00002661985,0.0003460429,0.0002158408,0.000171767],"category_scores_gemma":[0.00007909185,0.00005977684,0.0001183547,0.00003200522,0.0000693598,0.00005952942,0.00008960827,0.0001873192,0.000004852712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002891756,"about_ca_system_score_gemma":0.000003680866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005990449,"about_ca_topic_score_gemma":0.0001972614,"domain_scores_codex":[0.9989114,0.00006307581,0.0002972163,0.0002913413,0.0002573375,0.0001796088],"domain_scores_gemma":[0.9989939,0.0006938624,0.0001183349,0.00009536101,0.00005408492,0.00004440171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005518737,0.00005622508,0.000007849208,0.00001557439,0.00004643191,0.000008133209,0.0000100916,9.001402e-7,0.05693746,0.02104289,0.02817807,0.8936412],"study_design_scores_gemma":[0.00008248071,0.00009944499,0.0002103255,0.0001155426,0.00005236842,0.00000129914,0.00001073614,0.0001564304,0.002808057,0.007637959,0.9885771,0.0002482773],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001564044,0.009672888,0.00009502631,0.01321634,0.0000714144,0.001469436,0.0002298855,0.0003492069,0.9733317],"genre_scores_gemma":[0.1472156,0.09940413,0.02008909,0.01693192,0.001213068,0.000262842,0.001454826,0.00003175711,0.7133968],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.960399,"threshold_uncertainty_score":0.2437629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.172489726037851,"score_gpt":0.2944197857843822,"score_spread":0.1219300597465312,"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."}}