{"id":"W2101584683","doi":"10.1186/s40508-014-0018-x","title":"The biochemistry behind biopesticide efficacy","year":2014,"lang":"en","type":"article","venue":"Sustainable Chemical Processes","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Biopesticide; Pesticide; Biotechnology; Agricultural pest; Biology; Toxicology; Agronomy; Agricultural science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003845193,0.0001917361,0.0001620773,0.000005086264,0.0004804801,0.0002096975,0.0007228798,0.0001289641,0.0001150664],"category_scores_gemma":[0.004580864,0.00006453072,0.00006273979,0.0003435858,0.0002117616,0.00008961761,0.000199212,0.000192805,0.00004177057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000633719,"about_ca_system_score_gemma":0.00006591987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004086932,"about_ca_topic_score_gemma":0.00001397152,"domain_scores_codex":[0.9984667,0.00003623004,0.0002394213,0.0003755708,0.0002300589,0.0006519856],"domain_scores_gemma":[0.9980912,0.001169973,0.00009772246,0.0001297592,0.0003643798,0.0001469243],"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":[0.00003411814,0.0000773955,0.0001991988,0.00009843486,0.000009765066,0.000006771488,0.00003106215,0.000001391827,0.9661792,0.0008673941,0.001214281,0.03128098],"study_design_scores_gemma":[0.0002058596,0.00005262418,0.0002445789,0.00001759369,0.00001934844,0.00001703263,0.0004305964,0.00001551356,0.8432016,0.005238534,0.1503207,0.0002359527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904253,0.001393992,0.00003400601,0.00332659,0.00004916301,0.0002439812,0.000005855143,0.0001781861,0.004342904],"genre_scores_gemma":[0.9957017,0.00004692944,0.0000711839,0.0003008344,0.0004511022,0.00003520447,0.00002539588,0.000002650794,0.003365037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491064,"threshold_uncertainty_score":0.5484053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003591700775781916,"score_gpt":0.1897855410904281,"score_spread":0.1861938403146462,"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."}}