{"id":"W4398786934","doi":"10.5376/me.2024.15.0004","title":"Advances in Biological Control Methods for Managing Sugarcane Insects","year":2024,"lang":"en","type":"article","venue":"Molecular Entomology","topic":"Insect-Plant Interactions and Control","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biological pest control; Biology; Biotechnology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003409914,0.0001255569,0.0002071437,0.00004709734,0.00005517137,0.0000484133,0.0001538467,0.0001116609,0.0002144878],"category_scores_gemma":[0.00007092845,0.00005096783,0.0001229448,0.0002237712,0.00003748683,0.00007684261,0.0000251235,0.0001394909,0.00001925395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000307963,"about_ca_system_score_gemma":0.000007142421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001278196,"about_ca_topic_score_gemma":0.000189983,"domain_scores_codex":[0.9988589,0.0002354367,0.0001904842,0.0003348762,0.00004877086,0.0003315356],"domain_scores_gemma":[0.9992042,0.0006553947,0.0000279944,0.00004138902,0.00002783838,0.00004322742],"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":[0.00009692344,0.00003771558,0.000318392,0.00001112084,0.00001848009,0.0001374329,0.00002379119,0.0000243892,0.5207858,0.02129018,0.00002871172,0.4572271],"study_design_scores_gemma":[0.001938711,0.002997345,0.00749391,0.0001725247,0.00009320481,0.0007542209,0.0003179261,0.02955232,0.04590818,0.158235,0.7514157,0.001120929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.911086,0.0164585,0.06058168,0.004778597,0.001296499,0.0008549361,0.0000650479,0.0002160309,0.004662669],"genre_scores_gemma":[0.9976229,0.0002294218,0.0009436015,0.0007911284,0.0001006539,0.0001868863,0.00004856908,0.000001437213,0.00007540422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.751387,"threshold_uncertainty_score":0.2348491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434487834862837,"score_gpt":0.3105402940293801,"score_spread":0.2961954156807518,"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."}}