{"id":"W4237742880","doi":"10.1007/978-1-4020-6065-6_7","title":"Comparison of the epidemiology of ascochyta blights on grain legumes","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Ascochyta; Blight; Biology; Cropping; Phoma; Agronomy; Legume; Botany; Agriculture; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004364143,0.0003418714,0.0002778921,0.00198742,0.0004281399,0.0006713469,0.0004602471,0.0004302126,0.000753364],"category_scores_gemma":[0.0005639454,0.000139061,0.0002102408,0.001482323,0.0003245308,0.0002757428,0.0003245593,0.0003131423,0.0001628645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009675297,"about_ca_system_score_gemma":0.000359924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0180947,"about_ca_topic_score_gemma":0.03950027,"domain_scores_codex":[0.9994761,0.0001228486,0.00003072143,0.0001223367,0.000150737,0.00009724148],"domain_scores_gemma":[0.9991648,0.0002683332,0.0001948949,0.0000328446,0.0002213647,0.0001178222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009975646,0.0002453964,0.8096563,0.0003491923,0.0002611738,0.0009827397,0.002006556,0.000585428,0.137923,0.0006078368,0.0009330419,0.0454519],"study_design_scores_gemma":[0.000002922163,0.0002363895,0.9957467,0.00001717681,0.00002239224,0.0003806239,0.0004781375,0.00006877433,0.002247169,0.00006134224,0.0007315049,0.000006960681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938557,0.001746197,0.0003732646,0.00004833494,0.00000957215,0.00002005556,0.0008672349,0.000008934588,0.003070825],"genre_scores_gemma":[0.9948964,0.002309208,0.000374427,0.00005539797,0.00001022779,0.000009545725,0.001127412,0.000005004353,0.00121243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0180947,"threshold_uncertainty_score":0.03597879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1236151257424845,"score_gpt":0.3031067374436064,"score_spread":0.1794916117011219,"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."}}