{"id":"W4390423601","doi":"10.1094/9780890546758.009","title":"CHAPTER 9: Diseases of Flax","year":2023,"lang":"en","type":"book-chapter","venue":"The American Phytopathological Society eBooks","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canker; Horticulture; Biology; Biotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007339455,0.0007098016,0.0002979786,0.000882497,0.0007223592,0.001212178,0.0004012991,0.0006105498,0.06812759],"category_scores_gemma":[0.000132028,0.0001669679,0.0003402819,0.0006237163,0.0002577964,0.0009257465,0.0005394992,0.001115789,0.02797959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009991889,"about_ca_system_score_gemma":0.0005332497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002584334,"about_ca_topic_score_gemma":0.007282552,"domain_scores_codex":[0.9999279,0.00000617662,0.00000348083,0.00001456121,0.00003857838,0.000009241748],"domain_scores_gemma":[0.9999423,0.00001513279,0.00000488706,0.000004263314,0.00002174193,0.00001169474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003380128,0.0001035899,0.0001378911,0.0005750002,0.000005399016,0.0002192432,0.0003843823,0.0003722482,0.007952078,0.02167511,0.7431515,0.2253896],"study_design_scores_gemma":[0.000001328941,0.00001435093,0.000255457,0.0001498291,0.000001836,0.0002017939,0.00003044244,0.0000335786,0.0003160408,0.001512699,0.9974805,0.000002267905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001780411,0.07732454,0.00194998,0.00313514,0.005692923,0.00009892858,0.0006007534,0.0003403183,0.909077],"genre_scores_gemma":[0.003316042,0.02578679,0.001220826,0.001171855,0.0007555959,0.00003255145,0.0003904072,0.00007625581,0.9672496],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06812759,"threshold_uncertainty_score":0.2279095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03112622994244282,"score_gpt":0.2256151128608024,"score_spread":0.1944888829183595,"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."}}