{"id":"W2901784834","doi":"10.1007/978-1-4939-8944-7_7","title":"Virus-Induced Gene Silencing (VIGS) for Functional Characterization of Disease Resistance Genes in Barley Seedlings","year":2018,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Plant Virus Research Studies","field":"Agricultural and Biological Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"Russian Science Foundation; Science Foundation Ireland","keywords":"Gene silencing; Biology; Gene; Functional genomics; Genetics; Candidate gene; Phenotype; Plant disease resistance; Function (biology); Computational biology; Genome; Genomics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009817003,0.000110738,0.0002252676,0.00005319654,0.00007312911,0.000007846757,0.0001662426,0.00009489041,0.00002862217],"category_scores_gemma":[0.0007315236,0.00005392947,0.00005837853,0.000357122,0.0001184754,0.00003802918,0.0000919996,0.00007604025,0.00000159517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003211011,"about_ca_system_score_gemma":0.00001994606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006905838,"about_ca_topic_score_gemma":0.0003672447,"domain_scores_codex":[0.9985023,0.0005305961,0.0002725513,0.000327732,0.00008765842,0.0002792286],"domain_scores_gemma":[0.9992923,0.0003906632,0.00009285689,0.0000597308,0.0001153132,0.00004919168],"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":[0.0002500181,0.00003498259,0.001992527,0.00001148327,0.000008926878,0.000002274379,0.00005401056,0.000001408563,0.98725,0.0002064709,0.000004508908,0.01018343],"study_design_scores_gemma":[0.0001516401,0.0001431205,0.08787458,0.00002218618,0.000004210317,3.153321e-7,0.00002849077,0.0001805318,0.9088373,0.001728713,0.0009201698,0.0001087436],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661264,0.0002413872,0.03273118,0.0002363488,0.0001246372,0.0002773583,0.0002247844,0.00001208033,0.00002579417],"genre_scores_gemma":[0.9124965,0.0002737324,0.08579559,0.0003711147,0.0002958767,0.0002233167,0.0004593984,0.000003429051,0.00008105802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08588205,"threshold_uncertainty_score":0.219918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06170664329223734,"score_gpt":0.3643681599580455,"score_spread":0.3026615166658082,"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."}}