{"id":"W4311048588","doi":"10.1139/cjps-2022-0104","title":"Precipitation Irregularity and Solar Radiation Play a Role in Determining Short-Season Soybean Yield","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Precipitation; Growing season; Yield (engineering); Cultivar; Vegetative reproduction; Biology; Agronomy; Horticulture; Animal science; Environmental science; Meteorology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008410449,0.00005030231,0.00007215643,0.00007962812,0.0004566193,0.00009368092,0.0002031222,0.00002027289,0.00005425458],"category_scores_gemma":[0.0001488829,0.00002713977,0.00001821966,0.0003944784,0.0000666262,0.0001956264,0.0000187731,0.0001296273,3.143444e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001076975,"about_ca_system_score_gemma":0.0001844554,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001706767,"about_ca_topic_score_gemma":0.02949218,"domain_scores_codex":[0.9992447,0.00004062456,0.0001641977,0.0001228086,0.0002372595,0.000190363],"domain_scores_gemma":[0.9995559,0.00007036669,0.00009040184,0.00002179248,0.00004430388,0.0002172751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001737387,0.00001923563,0.5731648,0.000002071196,0.0000031565,0.00004485056,0.003021395,0.0004179091,0.2733894,0.000241135,0.0001529452,0.1495257],"study_design_scores_gemma":[0.00006463724,0.000213441,0.9910448,0.00001644698,0.000003264822,0.00008959259,0.002170165,0.002543807,0.001908835,0.0004535777,0.001405726,0.00008566787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991978,0.0001577861,0.000004771384,0.0002763364,0.0001459164,0.00006654885,0.00005173029,0.000001804848,0.00009732756],"genre_scores_gemma":[0.9997855,0.000006268564,0.00006147407,0.00008100098,0.00004574048,0.000002211389,0.000009733615,3.93014e-7,0.000007615332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.41788,"threshold_uncertainty_score":0.9882171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032802602083406,"score_gpt":0.2056133551773666,"score_spread":0.1852853291565325,"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."}}