{"id":"W4403682057","doi":"10.1016/j.biocontrol.2024.105640","title":"Functional structure of the natural enemy community of the fall armyworm, Spodoptera frugiperda in the Americas","year":2024,"lang":"en","type":"article","venue":"Biological Control","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"European Commission; Foundation for Appalachian Ohio","keywords":"Spodoptera; Fall armyworm; Biology; Natural enemies; Ecology; Genetics","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":[0.000183731,0.0001073489,0.0001326458,0.00001069152,0.00008920208,0.00001153156,0.0004760785,0.0001271704,0.00001607823],"category_scores_gemma":[0.00009842058,0.00004090205,0.0001761735,0.0001345293,0.0003044748,0.000001344267,0.00009718662,0.0003644594,6.737919e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000753523,"about_ca_system_score_gemma":0.00004647332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006453854,"about_ca_topic_score_gemma":0.0002880656,"domain_scores_codex":[0.9990008,0.000439935,0.0001825041,0.0001231671,0.0001188876,0.0001347028],"domain_scores_gemma":[0.9994091,0.0001119833,0.00006186921,0.0003603142,0.00004550029,0.00001119054],"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":[0.0001899685,0.00005261473,0.01912163,0.00001981432,0.00005691793,7.646345e-7,0.0001328788,0.00008016962,0.9774022,0.0007685966,0.0005174211,0.001657002],"study_design_scores_gemma":[0.0006793405,0.0003365789,0.872849,0.00003693076,0.0000373232,0.00001915932,0.0003687319,0.00008768374,0.1027466,0.001268902,0.02141131,0.0001584519],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956814,0.002926758,0.00004748552,0.0005524695,0.000247731,0.0001977882,0.00008105736,0.000003175849,0.0002621333],"genre_scores_gemma":[0.9985163,0.00005571547,0.00001822461,0.001194161,0.0001288761,0.000006808368,0.00001948911,0.000003926935,0.00005650941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8746557,"threshold_uncertainty_score":0.1667937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01284054882414527,"score_gpt":0.2392498902350828,"score_spread":0.2264093414109375,"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."}}