{"id":"W2750699804","doi":"10.1007/978-1-4939-7249-4_10","title":"Investigating Gene Function in Cereal Rust Fungi by Plant-Mediated Virus-Induced Gene Silencing","year":2017,"lang":"en","type":"article","venue":"Methods in molecular biology","topic":"Plant and Fungal Interactions Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Gene silencing; Gene; Biology; Function (biology); Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001264373,0.0002429648,0.0003064712,0.0002164331,0.0001880006,0.00005938328,0.000480891,0.0005002398,0.00002733259],"category_scores_gemma":[0.001323032,0.0002453304,0.00008425136,0.0001333052,0.0001410786,0.0000121435,0.0003103648,0.000485802,0.00001391763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005655769,"about_ca_system_score_gemma":0.00009849862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001243507,"about_ca_topic_score_gemma":0.0005987492,"domain_scores_codex":[0.997418,0.0008955569,0.0004076052,0.0006303981,0.000104369,0.0005440532],"domain_scores_gemma":[0.9989138,0.0001175505,0.0001907224,0.0005994829,0.00005963792,0.0001188382],"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":[0.00009447801,0.00005260003,0.01063451,0.000008541948,0.0000446107,0.00002621787,0.00003233717,0.00003300587,0.9797777,0.00002666163,0.000152172,0.009117193],"study_design_scores_gemma":[0.0006501658,0.0002652096,0.004290754,0.00001903549,0.000009552989,0.00003240585,0.00003964607,0.000921901,0.9905348,0.0001522547,0.002815532,0.0002687003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9303746,0.0006157283,0.06708696,0.00008585692,0.0004291797,0.0002284131,0.0001290662,0.00001511896,0.001035132],"genre_scores_gemma":[0.8977182,0.0005437543,0.0992751,0.0003691801,0.0002075795,0.0001096791,0.00158283,0.00004897851,0.0001446792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03265632,"threshold_uncertainty_score":0.9999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919896581473893,"score_gpt":0.3981847255708662,"score_spread":0.3489857597561273,"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."}}