{"id":"W4414404297","doi":"10.1111/pbi.70320","title":"Development of Modular Geminivirus‐Based Vectors for High Cargo Expression and Gene Targeting in Plants","year":2025,"lang":"en","type":"article","venue":"Plant Biotechnology Journal","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hatch; U.S. Department of Agriculture; North Carolina State University; Bill and Melinda Gates Foundation; National Institute of Food and Agriculture; National Science Foundation","keywords":"Vector (molecular biology); Modular design; Replicon; Cloning (programming); Reporter gene; Gene; Viral vector; Heterologous","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004682198,0.0005112172,0.0003628378,0.0003569312,0.0002128502,0.0004748765,0.0004338887,0.000366761,0.0006206249],"category_scores_gemma":[0.000216712,0.0002954981,0.0003926825,0.0003152505,0.0002564897,0.0004919324,0.0003483629,0.00105756,0.0004477122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005377224,"about_ca_system_score_gemma":0.0004027251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004568661,"about_ca_topic_score_gemma":0.0008612822,"domain_scores_codex":[0.9998131,0.00002787991,0.00001932718,0.00004257914,0.00006745385,0.00002968659],"domain_scores_gemma":[0.9998782,0.00001769089,0.00003880819,0.00001838856,0.00001631023,0.0000304954],"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":[0.00003197487,0.00001402204,0.00006934787,0.00005137132,0.000005908932,0.00002862589,0.00001690102,0.000278229,0.9956474,0.0006363873,0.00006942429,0.003150389],"study_design_scores_gemma":[0.00002514181,0.0002672614,0.001185925,0.0000136093,0.00002930427,0.0002401066,0.00001898853,0.003577322,0.9817347,0.00031017,0.01258258,0.0000148459],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7697377,0.00387257,0.2182998,0.0003439882,0.0001648548,0.0005516888,0.001320926,0.001673135,0.004035441],"genre_scores_gemma":[0.7674154,0.003292491,0.2201438,0.0001140361,0.00002568958,0.0002297726,0.003365221,0.0003149855,0.005098635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006206249,"threshold_uncertainty_score":0.003901482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470967760089877,"score_gpt":0.2472215996698995,"score_spread":0.2225119220690007,"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."}}