{"id":"W2318799823","doi":"10.1094/php-2011-0330-01-rs","title":"Ascochyta Blight of Peas","year":2011,"lang":"en","type":"article","venue":"Plant Health Progress","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ascochyta; Blight; Biology; Field pea; Mycosphaerella; Phoma; Agronomy; Crop; Horticulture","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000104918,0.00006434964,0.0001261092,0.00000370409,0.00009951246,0.000002757869,0.0001016509,0.00002475812,0.0002545348],"category_scores_gemma":[0.000002331136,0.00002155245,0.00002667301,0.00005696345,0.00008252418,0.0000167717,0.0000525752,0.00003683587,0.00003065736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007066285,"about_ca_system_score_gemma":0.000003369081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002429248,"about_ca_topic_score_gemma":0.0001828271,"domain_scores_codex":[0.9993942,0.00002973922,0.0001496898,0.0001200611,0.0001067142,0.0001995997],"domain_scores_gemma":[0.9997948,0.00001606741,0.00008286065,0.0000289839,0.000006790379,0.0000705248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008605405,0.0004311551,0.7097564,0.0001082334,0.00002918708,0.000006903362,0.001907089,1.244646e-7,0.001746311,0.0005335131,0.004035105,0.2813599],"study_design_scores_gemma":[0.00006542788,0.0004742126,0.9805002,0.00002978994,0.00000333734,0.000005791898,0.0003985261,0.000002927856,0.001562796,0.0001033821,0.01677825,0.00007537565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941849,0.002788911,9.249911e-7,0.0007797006,0.00007341136,0.0001570147,0.00006604344,0.00001999808,0.001929173],"genre_scores_gemma":[0.999054,0.0003230072,0.0003274455,0.0001412241,0.00004183644,0.00001177124,0.00002324939,3.558032e-7,0.00007713762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2812845,"threshold_uncertainty_score":0.2786977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06921576975216163,"score_gpt":0.2260410580012754,"score_spread":0.1568252882491137,"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."}}