{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004978006,0.0001099502,0.0001613225,0.00006110201,0.0003750581,0.00002468026,0.0002226108,0.00007651353,0.0002763665],"category_scores_gemma":[0.0004336806,0.00005168846,0.00004053247,0.0007492751,0.00006763899,0.00004168957,0.0002410423,0.000270439,9.807261e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003897579,"about_ca_system_score_gemma":0.00004244383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003935336,"about_ca_topic_score_gemma":0.0002812947,"domain_scores_codex":[0.9988495,0.000112858,0.000174319,0.0003619575,0.0001548693,0.0003465325],"domain_scores_gemma":[0.9996154,0.00006283241,0.00002733129,0.0000932683,0.00008979862,0.0001113407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004723329,0.0003725824,0.2558413,0.00002199459,0.000006632373,0.0001095961,0.002960097,0.00003224978,0.05852768,0.02116568,0.0003516186,0.6601382],"study_design_scores_gemma":[0.0002635549,0.001643446,0.8093466,0.000006480797,0.000007989011,0.000006631185,0.01311641,0.00003496342,0.001982178,0.0446503,0.1285688,0.0003727445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928727,0.00005482036,0.000001220177,0.00562165,0.00003448523,0.0005464983,0.00001622067,0.0001430042,0.0007094353],"genre_scores_gemma":[0.999198,0.000001699461,0.00001896435,0.0003228835,0.00001748712,0.0003139942,0.000003085157,9.13131e-7,0.0001229737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6597655,"threshold_uncertainty_score":0.3026019,"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."}}