{"id":"W133591929","doi":"10.1023/a:1012087705402","title":"Barley somaclones associated with high yield or resistance to powdery mildew","year":2001,"lang":"en","type":"article","venue":"Euphytica","topic":"Powdery Mildew Fungal Diseases","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; Agriculture and Agri-Food Canada","funders":"","keywords":"Powdery mildew; Biology; Cultivar; Hordeum vulgare; Somaclonal variation; Mildew; Callus; Plant breeding; Plant disease resistance; Horticulture; Poaceae; Botany; Tissue culture","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000103539,0.0002150124,0.0002492422,0.00001612966,0.0002384419,0.0000826731,0.0003228502,0.00008547576,0.001837012],"category_scores_gemma":[0.000562297,0.00007409493,0.00006934012,0.000753828,0.00006270497,0.0001401135,0.00006714708,0.000106818,0.0002380533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004950961,"about_ca_system_score_gemma":0.00002647651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001315853,"about_ca_topic_score_gemma":0.004669748,"domain_scores_codex":[0.998443,0.00006471728,0.0002018278,0.0004222546,0.0003503338,0.0005178381],"domain_scores_gemma":[0.9988613,0.0005584332,0.00006456724,0.0001147958,0.00009547582,0.0003054311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006819341,0.002815727,0.3627818,0.00007000727,0.0005247634,0.002055363,0.0004855032,0.00005527682,0.2559299,0.003773517,0.3445208,0.02016808],"study_design_scores_gemma":[0.0002541102,0.0005409737,0.9410711,0.0002714306,0.00004185873,0.000008650213,0.0001308874,0.000004494671,0.002629101,0.0005214774,0.05404455,0.0004813817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874636,0.0001869331,0.000003758102,0.006167078,0.0001217573,0.0002645895,0.0001292846,0.0002175747,0.005445413],"genre_scores_gemma":[0.985662,0.00004395022,0.0001036007,0.002226138,0.0002771159,0.0000339882,0.00003958809,0.000003071377,0.01161052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5782893,"threshold_uncertainty_score":0.9990755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572871221623674,"score_gpt":0.2146318532943047,"score_spread":0.188903141078068,"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."}}