{"id":"W4403949779","doi":"10.5376/mpb.2024.15.0027","title":"Genetic Engineering in Maize Breeding: Enhancing Global Food Security and Sustainability","year":2024,"lang":"en","type":"article","venue":"Molecular Plant Breeding","topic":"Plant Genetic and Mutation Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food security; Sustainability; Biology; Biotechnology; Plant breeding; Animal breeding; Agronomy; Agriculture; Ecology","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":[0.0008540786,0.0003914937,0.0002709641,0.0006469308,0.0003351475,0.0007943682,0.0004171141,0.000498578,0.0009528642],"category_scores_gemma":[0.0003136108,0.0001277313,0.0003024219,0.0008037171,0.0004587677,0.0006707646,0.0005437515,0.0005943468,0.0002195009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000582825,"about_ca_system_score_gemma":0.0008631854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008713441,"about_ca_topic_score_gemma":0.001512422,"domain_scores_codex":[0.9997675,0.00006029112,0.00001716109,0.00004277507,0.00007827755,0.0000340275],"domain_scores_gemma":[0.9998939,0.00002231228,0.00004448021,0.00001140808,0.00001083207,0.00001708471],"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":[0.0001196166,0.00006469247,0.001500384,0.000488957,0.00004283323,0.0002070264,0.00009281946,0.001742085,0.9141026,0.01486082,0.0002820751,0.06649611],"study_design_scores_gemma":[0.0001528646,0.001499341,0.02338397,0.0005052999,0.0004504478,0.002759727,0.0006287823,0.01179201,0.7411754,0.02122132,0.1963237,0.0001071977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6764466,0.05590624,0.236065,0.005750414,0.0003335651,0.0004501013,0.0009420691,0.0006595332,0.02344654],"genre_scores_gemma":[0.8255047,0.05768862,0.1107593,0.0005694493,0.0001090217,0.0001251637,0.0006055132,0.0001160377,0.004522253],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0009528642,"threshold_uncertainty_score":0.00451684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009187879105784027,"score_gpt":0.2026827971784003,"score_spread":0.1934949180726163,"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."}}