{"id":"W3167748204","doi":"10.5539/jas.v13n7p47","title":"Production of Natural Insecticide on Management of Plutella xylostella (Linnaeus, 1758) (Lepidoptera: Plutellidae) in Family Farming","year":2021,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Plutellidae; Plutella; Diamondback moth; Lepidoptera genitalia; Biology; Toxicology; Horticulture; Pesticide; Agronomy; Botany","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":[0.0008836514,0.0001917508,0.000412945,0.0000782595,0.0001323482,0.0000764467,0.0005612927,0.00006454892,0.0000229286],"category_scores_gemma":[0.0001584935,0.00006974531,0.000178311,0.001978477,0.0002394344,0.0005600358,0.0001094828,0.0003079088,0.000003501241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001417711,"about_ca_system_score_gemma":0.00005901259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000930637,"about_ca_topic_score_gemma":0.000120957,"domain_scores_codex":[0.9973968,0.0001070765,0.0008335784,0.0003233793,0.0009706905,0.0003685376],"domain_scores_gemma":[0.9981208,0.0001468844,0.0007213439,0.00008422837,0.0008366022,0.00009012068],"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":[0.00008020368,0.0001687368,0.001856292,0.00003210421,0.00002187355,0.0000487569,0.0002226205,0.0007168593,0.975045,0.0005346946,0.00004017505,0.02123274],"study_design_scores_gemma":[0.0002354045,0.0003506276,0.6833001,0.0003195728,0.00002086362,0.0001047159,0.002670656,0.00001256163,0.3125949,0.0001314837,0.0001117037,0.0001474575],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943964,0.0007471567,9.713989e-7,0.000801512,0.0009270046,0.0001677403,0.000002364057,0.00000819959,0.00294859],"genre_scores_gemma":[0.9986847,0.0003254979,0.000468233,0.00005241474,0.0002447981,0.000001630727,0.000002482439,8.629444e-7,0.0002194043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6814438,"threshold_uncertainty_score":0.2844131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150224220713416,"score_gpt":0.2256385256012004,"score_spread":0.2106161035298588,"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."}}