{"id":"W2066465924","doi":"10.4161/gmcr.1.4.13225","title":"Genetic engineering for increasing fungal and bacterial disease resistance in crop plants","year":2010,"lang":"en","type":"review","venue":"GM Crops","topic":"Plant-Microbe Interactions and Immunity","field":"Agricultural and Biological Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biology; Genetically modified crops; Biotechnology; Resistance (ecology); Fungal disease; Fungal pathogen; Plant disease resistance; Genetically engineered; Crop; Transgene; Pathogen; Gene; Microbiology; Ecology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001351329,0.0002041035,0.0004349784,0.0000245284,0.0001240502,0.0001295014,0.0001728216,0.0001551441,0.00005625156],"category_scores_gemma":[0.0001242674,0.00008567979,0.0001074986,0.00008269472,0.00002461341,0.00006749423,0.0000629413,0.0002855918,0.000006647776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002848878,"about_ca_system_score_gemma":0.00002194015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000237826,"about_ca_topic_score_gemma":0.001624687,"domain_scores_codex":[0.9991346,0.00006376811,0.0002720945,0.0002457012,0.00005064319,0.0002331805],"domain_scores_gemma":[0.9993776,0.0003429367,0.0001037471,0.00006370874,0.00001716323,0.00009485769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001673523,0.00005864311,0.0001462582,0.001625288,0.00002020215,0.00003441108,0.00001554128,2.421148e-7,0.01155756,0.00001255537,0.0002128397,0.9861491],"study_design_scores_gemma":[0.0000632827,0.00001625694,0.02167553,0.002306173,0.00003825268,0.00003873892,0.000002573335,0.000004524019,0.00000651686,0.000007210269,0.9756296,0.0002113],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3535434,0.6448557,8.130668e-7,0.00001147387,0.0003113377,0.0002974964,0.0009394647,0.00001790642,0.00002234553],"genre_scores_gemma":[0.006272977,0.9921533,0.0003966801,0.000009481219,0.0005404758,0.00006794617,0.0004111039,0.000003624541,0.0001444371],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9859378,"threshold_uncertainty_score":0.349392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430288582949157,"score_gpt":0.2470294768916368,"score_spread":0.2227265910621452,"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."}}