{"id":"W7117142478","doi":"10.64898/2025.12.22.696109","title":"Identification and Functional Characterization of <i>Isoflavone Synthase</i> Gene Family in Pea ( <i>Pisum sativum</i> ): The Entry Point to Pisatin Biosynthesis","year":2025,"lang":"","type":"article","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant Gene Expression Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Alberta Pulse Growers Commission; Agriculture Funding Consortium; Western Grains Research Foundation","keywords":"Isoflavonoid; Gene; Phytoalexin; Gene family; Cytochrome P450; Naringenin; Monooxygenase; Enzyme","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":[0.00007886923,0.0002447377,0.0002210784,0.0003858531,0.0001633215,0.0002175413,0.0001196813,0.000169968,0.0004474657],"category_scores_gemma":[0.0001088943,0.0000866034,0.0004117415,0.0002415244,0.0001228713,0.00008179225,0.0001422634,0.0002301391,0.0003190995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404241,"about_ca_system_score_gemma":0.0002377364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302856,"about_ca_topic_score_gemma":0.001285201,"domain_scores_codex":[0.9999377,0.000005075569,0.000004855101,0.00001917362,0.000017734,0.00001546535],"domain_scores_gemma":[0.999897,0.00001822448,0.00002305448,0.000008886615,0.00002404785,0.00002876546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003404385,0.000007191657,0.001521874,0.0000230669,0.000004576505,0.00006994209,0.0000138772,0.0000341648,0.9969031,0.00003760663,0.00003013079,0.001320444],"study_design_scores_gemma":[0.00004333826,0.0004557633,0.3070987,0.00002604226,0.0001328184,0.001922647,0.0002704873,0.003987581,0.6746879,0.0003426527,0.01101005,0.00002211502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925815,0.0006024738,0.00365591,0.0000746012,0.00001122854,0.00002538955,0.002106074,0.00006933002,0.0008734316],"genre_scores_gemma":[0.9834826,0.0004334356,0.004169833,0.00007695186,0.00001279543,0.00002908436,0.01020848,0.00002579699,0.001561112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001302856,"threshold_uncertainty_score":0.002590537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005816563024476315,"score_gpt":0.1954600157280768,"score_spread":0.1896434527036004,"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."}}