{"id":"W4319592909","doi":"10.1139/cjps-2022-0147","title":"Soybean seed protein content is lower but protein quality is higher in Western Canada compared with Eastern Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Grain Research Centre; National Association of Friendship Centres; Saskatoon City Hospital; Brandon University; University of Saskatchewan; Carleton University; Agriculture Food and Rural Development; Agriculture and Agri-Food Canada","funders":"","keywords":"Protein quality; Biology; Agronomy; High protein; Plant protein; Yield (engineering); Animal science; Horticulture; Food science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844972,0.0002139426,0.0001710337,0.0006050908,0.001280963,0.0007728906,0.0002653406,0.0001059078,0.001475121],"category_scores_gemma":[0.000269774,0.0001533279,0.0001847143,0.001339099,0.0004242581,0.0002006342,0.0003097845,0.0001983733,0.0001132893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009451129,"about_ca_system_score_gemma":0.008871858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753743,"about_ca_topic_score_gemma":0.9944909,"domain_scores_codex":[0.9997599,0.000009211109,0.000008690616,0.00005909629,0.0000945809,0.00006855192],"domain_scores_gemma":[0.9994979,0.00001661745,0.0001192599,0.00001563371,0.0002338662,0.0001167445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003779002,0.00005714703,0.8923377,0.0001129378,0.0001693114,0.0005416124,0.00154812,0.000515262,0.07685272,0.0005840186,0.00187052,0.02503287],"study_design_scores_gemma":[0.00000253476,0.000007982289,0.9976394,0.000005719818,0.00001302596,0.00003058299,0.0004032892,0.00008837556,0.0005829796,0.00001388626,0.001207953,0.000004280671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948592,0.0003144638,0.0002219034,0.0001176724,0.000003463786,0.000007336565,0.0008249252,0.00001691014,0.003634176],"genre_scores_gemma":[0.9957533,0.0003561183,0.000529092,0.00009183277,0.000001192854,0.000005209452,0.0007367171,0.00001075522,0.002515801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02462572,"threshold_uncertainty_score":0.06857312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05377097788150502,"score_gpt":0.2150792557325124,"score_spread":0.1613082778510073,"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."}}