{"id":"W6997248516","doi":"","title":"Web ware for cultivar grain yield evaluation and selection","year":2003,"lang":"en","type":"other","venue":"","topic":"Wheat and Barley Genetics and Pathology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultivar; Selection (genetic algorithm); Yield (engineering); Grain yield; Crop yield","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":[0.002269542,0.001997965,0.001331196,0.003658522,0.0008411454,0.002842364,0.002991311,0.0008071478,0.2323438],"category_scores_gemma":[0.005166268,0.001421049,0.001249581,0.003329196,0.0004380364,0.002615165,0.003054817,0.001556624,0.1839108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272651,"about_ca_system_score_gemma":0.001779549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009699563,"about_ca_topic_score_gemma":0.01781222,"domain_scores_codex":[0.99888,0.00009799483,0.0001588564,0.0002392149,0.0004990624,0.0001249416],"domain_scores_gemma":[0.9957643,0.001042062,0.0003249803,0.001358188,0.001202571,0.0003079177],"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":[0.0008016345,0.0002176432,0.002794259,0.0008789044,0.0001493154,0.0004649586,0.0002688573,0.001916719,0.01148111,0.005917949,0.6395807,0.3355279],"study_design_scores_gemma":[0.0003523593,0.0001044714,0.01192329,0.0002773824,0.00007820387,0.0004195918,0.0001760497,0.01607915,0.02150328,0.01707807,0.9317583,0.0002498727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002863033,0.0002815924,0.1699187,0.0002034775,0.0001794703,0.001101148,0.2018256,0.5557319,0.06789516],"genre_scores_gemma":[0.02585629,0.0008041609,0.274451,0.0007968284,0.0001763319,0.002844053,0.4148348,0.1141503,0.1660861],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2323438,"threshold_uncertainty_score":0.7772675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03637621948738416,"score_gpt":0.2630141859947614,"score_spread":0.2266379665073772,"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."}}