{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000324889,0.000408075,0.0003230614,0.0003445683,0.0002507037,0.0003885569,0.0003319106,0.0003030115,0.001401797],"category_scores_gemma":[0.0002005818,0.0002959252,0.0004909821,0.0002177802,0.0003293995,0.0002811398,0.0003207417,0.001120874,0.0007145948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007207281,"about_ca_system_score_gemma":0.0003921677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001283231,"about_ca_topic_score_gemma":0.002020457,"domain_scores_codex":[0.9997806,0.00003127503,0.00002461754,0.00006609531,0.00005768565,0.00003972962],"domain_scores_gemma":[0.9998275,0.00004712843,0.00004490897,0.0000293517,0.000014233,0.00003682708],"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":[0.00001097271,0.000002690803,0.00003391842,0.0000069356,8.566238e-7,0.000006740092,0.000005959404,0.0000130239,0.9996027,0.0000483055,0.000007359421,0.0002606531],"study_design_scores_gemma":[0.0000150809,0.00009102705,0.003149275,0.000003229939,0.00001766686,0.000154589,0.0000289935,0.0008887132,0.993265,0.00009097021,0.002289185,0.00000630162],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.929445,0.0008716425,0.06332138,0.0002619161,0.0001363357,0.000215131,0.002324969,0.0008238435,0.002599934],"genre_scores_gemma":[0.9641383,0.0006528505,0.02396331,0.0001122574,0.00001918119,0.0001299082,0.003294146,0.0003408183,0.007349113],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001401797,"threshold_uncertainty_score":0.005229235,"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."}}