{"id":"W4214898999","doi":"10.3390/su14052954","title":"Insight on Fruit Fly IPM Technology Uptake and Barriers to Scaling in Africa","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"FP7 International Cooperation; Australian Centre for International Agricultural Research; Foreign Agricultural Service; Animal and Plant Health Inspection Service; International Fund for Agricultural Development; Biovision Foundation for Ecological Development; African Union; Foreign, Commonwealth and Development Office; European Commission; International Atomic Energy Agency; Belgisch Ontwikkelingsagentschap; Department for International Development; International Development Research Centre; United States Agency for International Development; Deutsche Gesellschaft für Internationale Zusammenarbeit; Belgian Federal Science Policy Office; Bundesministerium für Wirtschaftliche Zusammenarbeit und Entwicklung; U.S. Department of Agriculture","keywords":"Tephritidae; Dacus; Integrated pest management; Ceratitis capitata; Bactrocera dorsalis; Geography; Agroforestry; Biopesticide; Bactrocera; Biology; PEST analysis; Socioeconomics; Horticulture; Agronomy; Pesticide","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003282903,0.0002339502,0.0001464006,0.0008366574,0.001338197,0.001680299,0.0003979654,0.0006025577,0.003337811],"category_scores_gemma":[0.007763625,0.0002476807,0.0001383327,0.0008451137,0.0008544486,0.002257011,0.001315041,0.0007057418,0.0001918236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534042,"about_ca_system_score_gemma":0.001934965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006138921,"about_ca_topic_score_gemma":0.006111987,"domain_scores_codex":[0.9981745,0.0007872806,0.0001009989,0.0001207503,0.0003488243,0.0004675213],"domain_scores_gemma":[0.9944171,0.00345328,0.001149844,0.00007504277,0.0005014568,0.0004033088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000207052,0.0003049348,0.3349082,0.00280709,0.000050962,0.006262112,0.3903936,0.0005689572,0.01580122,0.02035906,0.004766094,0.2235707],"study_design_scores_gemma":[0.00001945805,0.0004549488,0.3887681,0.002812396,0.00004913892,0.002019211,0.5096544,0.0009530694,0.002253997,0.002821553,0.0901501,0.00004356782],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787771,0.001834387,0.0006054932,0.004284886,0.00001839436,0.00006233291,0.00007113966,0.000003815816,0.0143424],"genre_scores_gemma":[0.9968452,0.001589769,0.0004037172,0.0003643207,0.000008125525,0.00002579008,0.00001610959,0.000002023649,0.0007450021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006138921,"threshold_uncertainty_score":0.01736188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102716294644299,"score_gpt":0.2329742605592559,"score_spread":0.2219470976128129,"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."}}