{"id":"W4407557367","doi":"10.5376/me.2024.15.0007","title":"The Role of Genetic Engineering in Enhancing Sugarcane Resistance to Insect Pests","year":2024,"lang":"en","type":"article","venue":"Molecular Entomology","topic":"Sugarcane Cultivation and Processing","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Insect; Resistance (ecology); Biotechnology; Biology; Agronomy; Insecticide resistance; Agroforestry; Botany; Toxicology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001641842,0.00006883919,0.00008405546,0.0000262137,0.00003617494,0.00003311803,0.000144029,0.00004316755,0.00003585143],"category_scores_gemma":[0.0001125832,0.00002819439,0.00003196045,0.0004682025,0.00001823703,0.00001923319,0.00003699594,0.00007893377,0.000008392336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002322909,"about_ca_system_score_gemma":0.00001109656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001141341,"about_ca_topic_score_gemma":0.001592285,"domain_scores_codex":[0.9993348,0.00004756748,0.0001673005,0.0001668499,0.00009641362,0.0001871439],"domain_scores_gemma":[0.9997103,0.000168492,0.00001922965,0.00003929594,0.00002568455,0.00003695003],"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":[0.000009713921,0.000005840536,0.001959464,0.00001112242,0.000004650907,0.00003030602,0.000215198,0.0001036891,0.9638675,0.001452741,0.000009658248,0.03233015],"study_design_scores_gemma":[0.0001149587,0.0001662547,0.1499554,0.0002019488,0.000008118777,0.00003184369,0.0002839533,0.0009767994,0.7952808,0.00339875,0.04932316,0.0002580717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952262,0.003362636,0.00009772482,0.0007175039,0.00006923944,0.00008249878,0.000001173194,0.00002895097,0.0004140834],"genre_scores_gemma":[0.9995647,0.0000179958,0.0001661782,0.00009249144,0.00002953672,0.00001721858,0.000002887226,0.000001228039,0.0001077666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1685867,"threshold_uncertainty_score":0.1149734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007483103707115657,"score_gpt":0.215300733489298,"score_spread":0.2078176297821824,"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."}}