{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001031181,0.0004265558,0.0004766324,0.0004180292,0.0002162294,0.0001314572,0.0003673608,0.0003556632,0.00002471787],"category_scores_gemma":[0.0005256642,0.0004110854,0.0001391322,0.00129177,0.0001885369,0.00003396207,0.0002966044,0.0002052276,0.000016474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035258,"about_ca_system_score_gemma":0.0004152998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003754962,"about_ca_topic_score_gemma":0.000007688006,"domain_scores_codex":[0.9968337,0.0004168625,0.0009888372,0.0009909002,0.0003499579,0.0004197413],"domain_scores_gemma":[0.9978055,0.0001017896,0.0005158177,0.001011422,0.0003975179,0.0001679156],"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":[0.0002187684,0.0002412473,0.008080904,0.0001178185,0.0002134273,0.000003388233,0.00001259588,0.00002883321,0.9897841,0.0001298267,0.001143994,0.00002510219],"study_design_scores_gemma":[0.0004375957,0.00003938009,0.1601909,0.000192159,0.0001492285,2.506562e-8,0.00001720087,0.0002816718,0.8334002,6.532738e-7,0.004977586,0.0003134136],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848887,0.001048588,0.01070859,0.001701141,0.0004464894,0.0006593277,0.0005091464,0.00002267354,0.00001527786],"genre_scores_gemma":[0.9964761,0.001774176,0.0003579404,0.001007028,0.0001636435,0.0001190966,0.000006133017,0.00004472254,0.00005112954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1563839,"threshold_uncertainty_score":0.9998341,"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."}}