{"id":"W2940989945","doi":"10.18257/raccefyn.23(89).1999.2845","title":"INTEGRATED PEST MANAGEMENT AND ENTOMOPATHOGENIC FUNGAL BIOTECHNOLOGY IN THE LATIN AMERICAS: II. KEY RESEARCH AND DEVELOPMENT PREREQUISITES","year":2024,"lang":"en","type":"article","venue":"Revista de la Academia Colombiana de Ciencias Exactas Físicas y Naturales","topic":"Entomopathogenic Microorganisms in Pest Control","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Integrated pest management; Key (lock); Latin Americans; Entomopathogenic fungi; PEST analysis; Biotechnology; Biology; Business; Botany; Political science; Biological pest control; Agronomy; Ecology; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002523155,0.0007769524,0.0008204206,0.001739103,0.0006973924,0.003757393,0.0006881068,0.001707416,0.004461466],"category_scores_gemma":[0.001821674,0.0002972593,0.0005292948,0.002533037,0.001701964,0.004044515,0.001608068,0.002298594,0.0007247605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005273159,"about_ca_system_score_gemma":0.006991623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01522558,"about_ca_topic_score_gemma":0.01462763,"domain_scores_codex":[0.9993545,0.0001370458,0.00006689056,0.0001388202,0.0001257041,0.0001771333],"domain_scores_gemma":[0.9981468,0.0006976908,0.000402189,0.0001066469,0.0004791814,0.0001675325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001727648,0.0001876214,0.004592816,0.01220444,0.00004874246,0.000665018,0.001293166,0.001157332,0.009497583,0.1035549,0.008805904,0.8578196],"study_design_scores_gemma":[0.00002050281,0.0003341831,0.01677752,0.007975321,0.00008507162,0.001038109,0.002673916,0.0004963521,0.004351287,0.02243668,0.9437511,0.00006008716],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004073902,0.9628299,0.001550558,0.01248835,0.000457266,0.00003461219,0.00005112594,0.00003132272,0.018483],"genre_scores_gemma":[0.0417347,0.9462271,0.004423966,0.001903502,0.0007871832,0.00006913322,0.0001124752,0.00001385555,0.004728068],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01522558,"threshold_uncertainty_score":0.03825969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700217149098629,"score_gpt":0.2931112151974936,"score_spread":0.2661090437065073,"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."}}