{"id":"W4408240071","doi":"10.5376/me.2024.15.0022","title":"Role of Biopesticides in Integrated Pest Management for Maize","year":2024,"lang":"en","type":"article","venue":"Molecular Entomology","topic":"Crop Yield and Soil Fertility","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopesticide; Integrated pest management; PEST analysis; Agroforestry; Business; Biotechnology; Agronomy; Biology; Pesticide","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":[0.0001371105,0.00007190141,0.000119358,0.00002406674,0.00001460392,0.00001936828,0.0001195095,0.00006245836,0.0001369456],"category_scores_gemma":[0.00002236177,0.0000291926,0.00007077783,0.0001823383,0.00004041251,0.00001792378,0.0000404248,0.00005111506,0.000008003155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001469355,"about_ca_system_score_gemma":0.000003745859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003753635,"about_ca_topic_score_gemma":0.0003669343,"domain_scores_codex":[0.9993924,0.00003652646,0.0001544754,0.0001996486,0.00005564148,0.0001613449],"domain_scores_gemma":[0.999822,0.00007862536,0.00001462627,0.00003855053,0.00002092837,0.00002530004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005698522,0.00009527867,0.003071406,0.00004932607,0.0000264559,0.00007582585,0.0000873969,0.000007269624,0.8166169,0.02039252,0.00005038485,0.1594702],"study_design_scores_gemma":[0.0006942198,0.001226979,0.4572377,0.0002562398,0.0001147812,0.0000513966,0.001508267,0.005428076,0.323777,0.123344,0.0856853,0.0006760671],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996969,0.0006618414,0.0001295324,0.0004829356,0.00007919578,0.0001966709,0.00001581315,0.00003212828,0.001432815],"genre_scores_gemma":[0.9994709,0.00001232369,0.0002081119,0.00007099049,0.00001298262,0.0000338093,0.00003970525,7.07944e-7,0.0001503938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4928399,"threshold_uncertainty_score":0.1499458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031469836363361,"score_gpt":0.2375176316259608,"score_spread":0.2272029332623272,"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."}}