{"id":"W2750890345","doi":"10.4148/2378-5977.7438","title":"Soybean: Genetic Gain × Fertilizer Nitrogen Interaction","year":2017,"lang":"en","type":"article","venue":"Kansas Agricultural Experiment Station Research Reports","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fluid Fertilizer Foundation","keywords":"Fertilizer; Nitrogen fixation; Growing season; Yield (engineering); Nitrogen; Agronomy; Genotype; Inoculation; Biology; Horticulture; Chemistry; Gene","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007032317,0.0002012804,0.0001748768,0.0000282235,0.001659803,0.0007455363,0.0003114093,0.0001100384,0.0007425584],"category_scores_gemma":[0.0003677378,0.00007810938,0.0001188636,0.0001782201,0.000120685,0.000412956,0.0001500063,0.0002258674,0.00008096985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001885705,"about_ca_system_score_gemma":0.00002319244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001064396,"about_ca_topic_score_gemma":0.0003483896,"domain_scores_codex":[0.9970475,0.000187616,0.0004649671,0.0005665838,0.001231069,0.0005022223],"domain_scores_gemma":[0.9982192,0.0001038136,0.0003549685,0.0002469837,0.0008693804,0.0002056383],"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":[0.00004107989,0.0001644066,0.009330459,0.000005829714,0.00003094099,0.0000652246,0.0004925514,0.00002928296,0.9571675,0.000168673,0.008219018,0.02428503],"study_design_scores_gemma":[0.0001914275,0.0003072496,0.7248631,0.00004087109,0.000009222234,0.00006661287,0.004899272,0.0001487523,0.2509505,0.001712606,0.01647169,0.0003387388],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915754,0.0001856549,0.00001224524,0.001557529,0.0003136846,0.0006433102,0.00001093809,0.00006871636,0.005632559],"genre_scores_gemma":[0.9976591,0.00004525628,0.0002549654,0.00004708259,0.000399621,0.0002052098,0.0001981117,0.000002514528,0.001188086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7155325,"threshold_uncertainty_score":0.9996399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09017444747232796,"score_gpt":0.3629378738205576,"score_spread":0.2727634263482297,"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."}}