{"id":"W4392366606","doi":"10.3390/biology13030160","title":"The Fall Armyworm and Larger Grain Borer Pest Invasions in Africa: Drivers, Impacts and Implications for Food Systems","year":2024,"lang":"en","type":"article","venue":"Biology","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Pretoria; Botswana International University of Science and Technology","keywords":"Biology; Fall armyworm; Bostrichidae; Integrated pest management; Postharvest; Food security; Agronomy; Agroforestry; PEST analysis; Context (archaeology); Crop; Agriculture; Ecology; Botany","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":[0.001453965,0.0006111492,0.001105401,0.00314245,0.0003183444,0.001236399,0.0004665952,0.00063319,0.001966364],"category_scores_gemma":[0.004383142,0.0003151937,0.001490723,0.003642384,0.0004544972,0.001152343,0.0006632689,0.0005191346,0.0001317331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008729405,"about_ca_system_score_gemma":0.004803749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154133,"about_ca_topic_score_gemma":0.02888162,"domain_scores_codex":[0.9991503,0.0002787289,0.000213175,0.000108687,0.0001793467,0.00006977314],"domain_scores_gemma":[0.997355,0.00160425,0.0006764482,0.00002974967,0.0002825543,0.0000519233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0001690583,0.00006047928,0.008017916,0.5060169,0.002463243,0.0004633781,0.001266645,0.0007271685,0.001398702,0.002110789,0.005935121,0.4713706],"study_design_scores_gemma":[0.0001105825,0.0007015627,0.07253739,0.510489,0.01685894,0.001589425,0.003464589,0.0004605398,0.001007915,0.002717321,0.3899695,0.00009319904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002634434,0.9960818,0.00008350311,0.0004519064,0.00004584661,0.00001994958,0.0002110558,0.000003722182,0.0004678303],"genre_scores_gemma":[0.02004315,0.9790449,0.0003085568,0.0002963867,0.00002569999,0.00003296088,0.0001056499,0.000001372168,0.0001414902],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01154133,"threshold_uncertainty_score":0.02294832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04243884997701931,"score_gpt":0.2440322526581346,"score_spread":0.2015934026811153,"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."}}