{"id":"W4408953347","doi":"10.1007/s10681-025-03486-8","title":"Multi-environment field trials indicate strong genetic control of seed polyphenol accumulation in faba bean","year":2025,"lang":"en","type":"article","venue":"Euphytica","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Food Inspection Agency","funders":"Norges Miljø- og Biovitenskapelige Universitet","keywords":"Biology; Polyphenol; Field trial; Botany; Plant physiology; Agronomy; Biotechnology; Antioxidant; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002258797,0.0001075883,0.0002865443,0.00001691249,0.00006230632,0.000009717609,0.000120828,0.00006386472,0.0002189869],"category_scores_gemma":[0.0000735768,0.00004725605,0.00007883224,0.00009131966,0.00006004193,0.00002173956,0.00006827266,0.00006535631,0.00001925376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002793111,"about_ca_system_score_gemma":0.000003986353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000177756,"about_ca_topic_score_gemma":0.00006118727,"domain_scores_codex":[0.9990202,0.0001134985,0.00037779,0.0001978579,0.0001184289,0.0001722912],"domain_scores_gemma":[0.9995098,0.0002916859,0.0001064253,0.0000565908,0.000004100792,0.00003141847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001373594,0.0002949075,0.7287544,0.00001552686,0.00007152902,0.00000199119,0.0001753585,0.0006811573,0.2205668,0.00005446289,0.0001104807,0.04913598],"study_design_scores_gemma":[0.0006494309,0.0001604462,0.9935817,0.0000177458,0.00002572235,1.165352e-7,0.0003419292,0.0005580245,0.003823044,0.0001014707,0.0006575841,0.00008285716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963567,0.0005732191,0.0009151885,0.001048733,0.00006494066,0.0003806129,0.00002052296,0.00000989208,0.0006301422],"genre_scores_gemma":[0.9990351,0.00007936218,0.0004684727,0.0001634761,0.0000365171,0.00002333537,0.000007040746,6.602709e-7,0.0001860867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2648272,"threshold_uncertainty_score":0.2397752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497154326568027,"score_gpt":0.2748942467134378,"score_spread":0.2251788140566351,"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."}}