{"id":"W2905563756","doi":"10.5539/jas.v11n1p494","title":"Efficacy of Insecticides Against Spodoptera frugiperda (Smith, 1797)","year":2018,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lepidoptera genitalia; PEST analysis; Instar; Noctuidae; Toxicology; Integrated pest management; Biology; Spodoptera; Agronomy; Pest control; Larva; Horticulture; 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":[0.00033084,0.0001033259,0.0001450362,0.00005671987,0.0001321296,0.00003683372,0.0004515683,0.00005603386,0.000009609935],"category_scores_gemma":[0.0001832019,0.00005975112,0.0001088631,0.0003515674,0.0005144482,0.00001884924,0.00007573889,0.00008571286,0.00000437567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002367475,"about_ca_system_score_gemma":0.0001760874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004692153,"about_ca_topic_score_gemma":0.00001603449,"domain_scores_codex":[0.9989344,0.00002253958,0.0003173575,0.0001532193,0.0003504854,0.0002219561],"domain_scores_gemma":[0.9986171,0.00001212353,0.000310617,0.0001448685,0.0008105795,0.0001047379],"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":[0.00006974191,0.00004554145,0.00183547,0.000005396839,0.00001429544,0.000002121902,0.0001533223,0.00005333379,0.9950061,0.00001822822,0.0007846246,0.002011797],"study_design_scores_gemma":[0.0002677684,0.0006064661,0.3491544,0.00003288897,0.000009502231,0.00005969271,0.0001398992,0.000001592277,0.6475224,0.00001041029,0.002114591,0.00008040343],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968612,0.0004983431,0.0000570929,0.00009449884,0.0003232204,0.00005417666,0.000001766387,0.000001941926,0.002107749],"genre_scores_gemma":[0.9972745,0.0001944479,0.001545045,0.0001146765,0.000705975,3.437123e-7,0.00000102926,0.000003327095,0.0001606926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3474837,"threshold_uncertainty_score":0.243658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006996906445736204,"score_gpt":0.2452044099229281,"score_spread":0.2382075034771919,"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."}}