{"id":"W4378746611","doi":"10.1007/s11306-023-02014-w","title":"A comparative metabolomics investigation of flavonoid variation in faba bean flowers","year":2023,"lang":"en","type":"article","venue":"Metabolomics","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency; University of Saskatchewan","funders":"Ministry of Agriculture - Saskatchewan; Natural Sciences and Engineering Research Council of Canada; Saskatchewan Pulse Growers; Innovationsfonden; Agriculture and Agri-Food Canada; Western Grains Research Foundation","keywords":"Petal; Anthocyanin; Flavonols; Vicia faba; Botany; Flavonoid; Pigment; Kaempferol; Polyphenol; Biology; Peonidin; Anthocyanidin; Quercetin; Cyanidin; Horticulture; Food science; Chemistry; Delphinidin; Biochemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000156354,0.0003609324,0.0003474251,0.0008678264,0.0002533882,0.000336071,0.0001392403,0.0002898097,0.0006263646],"category_scores_gemma":[0.0001689136,0.0001222853,0.0005125788,0.0005520144,0.0001306401,0.0001465242,0.0001823296,0.0002300663,0.0001407953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000280559,"about_ca_system_score_gemma":0.0001927063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003308005,"about_ca_topic_score_gemma":0.00326125,"domain_scores_codex":[0.9998932,0.000009028573,0.000003257371,0.0000541856,0.00002307432,0.00001720643],"domain_scores_gemma":[0.9999219,0.00001111597,0.0000175608,0.000006059071,0.00002937379,0.00001407753],"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":[0.0001364128,0.00001601476,0.00232676,0.00004031275,0.00003050008,0.00004660839,0.00003807148,0.00003321277,0.9942264,0.00001537448,0.00001922226,0.003071188],"study_design_scores_gemma":[0.00003088973,0.0007152197,0.5559553,0.00002668693,0.0003043899,0.001320833,0.0002906763,0.003177872,0.4335081,0.0001734995,0.004440949,0.00005553765],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874347,0.003190149,0.006629942,0.00005021389,0.0000145064,0.00004494479,0.00181888,0.0001031329,0.0007135611],"genre_scores_gemma":[0.9847718,0.001157203,0.01020182,0.0001073946,0.000009786286,0.00004975633,0.002156,0.00004740304,0.001498844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003308005,"threshold_uncertainty_score":0.006577492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718762408840486,"score_gpt":0.2279331450408404,"score_spread":0.1907455209524356,"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."}}