{"id":"W2005934451","doi":"10.2135/cropsci2004.0232","title":"Genetic Improvement Rates of Short‐Season Soybean Increase with Plant Population","year":2005,"lang":"en","type":"article","venue":"Crop Science","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Cultivar; Agronomy; Population; Hybrid; Seeding; Growing season; Horticulture","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001744858,0.0000744235,0.00007114711,0.00001374137,0.0001975768,0.00005611512,0.000207861,0.00002061246,0.00007849452],"category_scores_gemma":[0.00002339761,0.00002672192,0.00001908188,0.0003859195,0.0001469389,0.0001174399,0.00003935671,0.00002949722,0.000004560147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002729542,"about_ca_system_score_gemma":0.00001556877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00041255,"about_ca_topic_score_gemma":0.0004493654,"domain_scores_codex":[0.9991314,0.000008227009,0.0001380134,0.0002257521,0.0003165163,0.0001800307],"domain_scores_gemma":[0.9996798,0.00002733583,0.00006024016,0.00005824984,0.00009253736,0.00008182223],"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":[0.00001477789,0.00004354251,0.11513,0.000001966866,0.000001767846,3.837453e-7,0.0000367431,0.000182341,0.7121602,0.0000837944,0.00002061486,0.1723239],"study_design_scores_gemma":[0.00005627346,0.0002203944,0.9104465,0.00001106751,0.000005370373,0.000001776217,0.00009354584,0.003192031,0.08555137,0.00003301587,0.0003033639,0.0000852595],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993994,0.00007573266,0.00002553487,0.0001391149,0.00002953422,0.0001425489,0.00001218616,0.00001482851,0.0001611653],"genre_scores_gemma":[0.9990121,0.0000119166,0.0007645441,0.00006167825,0.00009307698,0.000006222524,0.00001379663,5.122998e-7,0.00003622501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7953165,"threshold_uncertainty_score":0.1519621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769331687362093,"score_gpt":0.2315719024989058,"score_spread":0.2138785856252848,"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."}}