{"id":"W4398787865","doi":"10.5376/gab.2024.15.0007","title":"Genetic Mechanism of Cassava Disease Resistance: From Traditional Breeding to CRISPR/Cas Application","year":2024,"lang":"en","type":"article","venue":"Genomics and Applied Biology","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CRISPR; Mechanism (biology); Biotechnology; Biology; Resistance (ecology); Plant disease resistance; Genetics; Agronomy; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006418864,0.0004591936,0.0006361739,0.0007951102,0.0002200241,0.0008348631,0.0004751904,0.0005204384,0.0009279971],"category_scores_gemma":[0.0004019574,0.0002253487,0.0004795714,0.0006033286,0.0005529849,0.0005992911,0.0005171041,0.0009798318,0.0004101608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007909306,"about_ca_system_score_gemma":0.0007303029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101941,"about_ca_topic_score_gemma":0.001487914,"domain_scores_codex":[0.9997349,0.00003814717,0.00003624364,0.00008413362,0.0000780583,0.00002843676],"domain_scores_gemma":[0.9997943,0.00007711948,0.00004074168,0.00001672638,0.00005386715,0.00001729269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002376749,0.00004315225,0.002321921,0.01196912,0.0002556611,0.001127492,0.0005673473,0.001364694,0.4817583,0.01853817,0.004260144,0.4775563],"study_design_scores_gemma":[0.00008536885,0.001018231,0.01125898,0.002897809,0.0008703717,0.004354183,0.0005022491,0.002877593,0.2858084,0.01204191,0.6781282,0.000156678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.07001469,0.8603628,0.04232007,0.004736616,0.0006231264,0.0001330969,0.000429037,0.0005834859,0.02079703],"genre_scores_gemma":[0.2094367,0.752084,0.02687002,0.00195078,0.0002222728,0.000126047,0.0005996015,0.00007617246,0.00863439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001101941,"threshold_uncertainty_score":0.005738556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02788470092673791,"score_gpt":0.2375758284236807,"score_spread":0.2096911274969428,"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."}}