{"id":"W2020906172","doi":"10.2135/cropsci2001.1711","title":"Sixty Years of Improvement in Publicly Developed Elite Soybean Lines","year":2001,"lang":"en","type":"article","venue":"Crop Science","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cultivar; Biology; Animal science; Horticulture; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004102165,0.00005223272,0.00006883273,0.00002369075,0.00007616101,0.00006088037,0.0003096653,0.00002451517,0.00007498368],"category_scores_gemma":[0.0001153384,0.00002253579,0.00001985199,0.001220089,0.0001668826,0.0001377573,0.00007799776,0.00003575415,0.000009510271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002142924,"about_ca_system_score_gemma":0.00002549468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000336121,"about_ca_topic_score_gemma":0.0005866155,"domain_scores_codex":[0.9991515,0.000009108117,0.000171077,0.0002184184,0.0002437452,0.0002061451],"domain_scores_gemma":[0.9996898,0.0000247224,0.00006141439,0.00005079436,0.0001198571,0.00005345629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000003136062,0.00003022902,0.05769867,7.620356e-7,3.862824e-7,7.297777e-7,0.00007790639,0.000004248377,0.6713092,0.0001387546,0.00001836472,0.2707177],"study_design_scores_gemma":[0.00006863128,0.00006484225,0.9717019,0.000009358031,6.141988e-7,7.323595e-7,0.0002145158,0.0001660524,0.02317094,0.0003148444,0.004214656,0.00007292575],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998474,0.000035742,0.000005783825,0.0003376171,0.00007264787,0.00009051444,0.000002462916,0.00001173383,0.0009695072],"genre_scores_gemma":[0.9994013,0.00003400881,0.0002203989,0.0001220618,0.00004361993,0.000004174196,0.000003489276,3.138958e-7,0.0001705955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9140032,"threshold_uncertainty_score":0.09189828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03163314308175087,"score_gpt":0.251238159405942,"score_spread":0.2196050163241912,"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."}}