{"id":"W7115821322","doi":"","title":"Bioengineering Nicotiana benthamiana for the production of the antidiabetic compound Montbretin A","year":2025,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nicotiana benthamiana; Production (economics); Cell culture; Potency","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":[0.0003021038,0.0004069514,0.0003841496,0.0004771499,0.0004734387,0.0006818303,0.0004255305,0.0003994862,0.004375038],"category_scores_gemma":[0.0002308566,0.00020882,0.0004758396,0.0006687042,0.0001824993,0.0003092917,0.0004351699,0.001101881,0.004061262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006402242,"about_ca_system_score_gemma":0.000485153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002637209,"about_ca_topic_score_gemma":0.007298876,"domain_scores_codex":[0.9998288,0.00002212456,0.00001241167,0.00003312187,0.00007796377,0.00002550425],"domain_scores_gemma":[0.9999021,0.00001800514,0.00001624093,0.00002117211,0.00002361372,0.00001889869],"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":[0.00002757187,0.00002549818,0.00004445163,0.00004960669,0.00000429897,0.00003332764,0.00002624062,0.00004265338,0.9951916,0.0002464823,0.0004403327,0.003867969],"study_design_scores_gemma":[0.00002690046,0.000350274,0.002948815,0.00005631155,0.00005660607,0.0001971992,0.0001049189,0.0008649293,0.8954184,0.0005273474,0.09942505,0.00002325063],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7445127,0.01549669,0.08690605,0.002749414,0.001481518,0.001172944,0.01685763,0.002632072,0.1281909],"genre_scores_gemma":[0.7742557,0.01019587,0.05473404,0.0006892669,0.00008683167,0.0004761971,0.0289885,0.0007825777,0.1297911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004375038,"threshold_uncertainty_score":0.01463598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007123701050092985,"score_gpt":0.1723879831787064,"score_spread":0.1652642821286134,"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."}}