{"id":"W4412015385","doi":"10.1186/s12870-025-06893-0","title":"Metabolic reallocation in soybeans under shade stress alters phenylpropanoid profiles with implications for stress adaptation and seed composition","year":2025,"lang":"en","type":"article","venue":"BMC Plant Biology","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Agriculture","funders":"National Natural Science Foundation of China","keywords":"Biology; Phenylpropanoid; Adaptation (eye); Composition (language); Stress (linguistics); Drought stress; Botany; Biochemistry; Neuroscience; Enzyme; Biosynthesis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00007535693,0.0002070077,0.0002238172,0.0002489689,0.0001799896,0.0002486683,0.00008610093,0.0001661191,0.0005114114],"category_scores_gemma":[0.00006733716,0.0001542105,0.0002196262,0.0002203203,0.0001560469,0.0001289293,0.0001872967,0.000345246,0.00008843564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650425,"about_ca_system_score_gemma":0.0001641399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003328358,"about_ca_topic_score_gemma":0.004256569,"domain_scores_codex":[0.9999382,0.000007090997,0.000004711817,0.00002401742,0.00001197296,0.00001391473],"domain_scores_gemma":[0.9999256,0.000006979882,0.00002366049,0.000006952683,0.000008849808,0.00002807567],"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":[0.0001970405,0.000008617699,0.002593413,0.000009598668,0.000006270574,0.00001973819,0.00003202719,0.00002029255,0.9966157,0.00001644623,0.000007693448,0.0004730766],"study_design_scores_gemma":[0.00002726007,0.0004308376,0.8276376,0.000007085733,0.00004518484,0.0002624053,0.0003068484,0.001180727,0.1692703,0.0001313163,0.0006779986,0.0000224713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993456,0.0001156776,0.0001598275,0.00001345122,0.000001649165,0.000001774937,0.0002205319,0.00001056044,0.0001309438],"genre_scores_gemma":[0.9984725,0.00007382072,0.0002957157,0.00002789233,0.000001543616,0.000005942557,0.0006664107,0.00001131939,0.0004447772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003328358,"threshold_uncertainty_score":0.006617963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484637299061917,"score_gpt":0.2490535538270484,"score_spread":0.2142071808364292,"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."}}