{"id":"W4402322594","doi":"10.5376/bt.2024.15.0002","title":"Bt Biopesticides: Addressing Regulatory and Market Challenges","year":2024,"lang":"en","type":"article","venue":"Bt Research","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biopesticide; Business; Environmental planning; Natural resource economics; Environmental science; Economics; Pesticide; Biology","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":[0.0008845171,0.0001028634,0.00008635986,0.0001092758,0.0001366991,0.0001344189,0.0001452778,0.0001476428,0.00006095559],"category_scores_gemma":[0.0001155543,0.00009127831,0.00003604278,0.0001002288,0.00016244,0.000003503763,0.000165909,0.000193383,0.0000235826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000173354,"about_ca_system_score_gemma":0.0001496623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001369889,"about_ca_topic_score_gemma":0.00005822624,"domain_scores_codex":[0.9987119,0.0001400331,0.0001113944,0.0003965313,0.0002751871,0.0003649957],"domain_scores_gemma":[0.9994378,0.00005689456,0.000009507963,0.0002973775,0.0001054856,0.00009290707],"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":[0.0001765579,0.00005305151,0.0005537959,0.0008419426,0.0001109026,0.0001317617,0.0003546065,0.000004236477,0.824715,0.005173257,0.04327511,0.1246098],"study_design_scores_gemma":[0.000259487,0.000383948,0.01365053,0.0003348663,0.00001380734,0.00006449135,0.0005738991,0.0001972679,0.1722615,0.001582502,0.8103751,0.0003025846],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074797,0.1626155,0.00005943578,0.0008791485,0.0001357717,0.0001836698,0.00001235786,0.00002779826,0.02860663],"genre_scores_gemma":[0.9737034,0.01222002,0.0002881828,0.0000401886,0.0004364073,0.00002278452,0.00001282778,0.0000282142,0.01324793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7671,"threshold_uncertainty_score":0.3722221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050127270325138,"score_gpt":0.3946723883179145,"score_spread":0.2896596612854007,"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."}}