{"id":"W4242412248","doi":"10.1079/cabicomm-62-8138","title":"Implementation of fall armyworm management plan in Ghana: outcomes and lessons","year":2020,"lang":"en","type":"report","venue":"","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; University of Ghana; International Fund for Agricultural Development; Ministry of Foreign Affairs; Irish Aid; Ministry of Agriculture of the People's Republic of China; Department for International Development; United States Agency for International Development","keywords":"Plan (archaeology); Fall armyworm; Operations management; Biology; Geography; Engineering; Archaeology","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":[0.000123144,0.0001708413,0.0002574382,0.00006968511,0.00001615543,0.00001002367,0.0001040138,0.0001606474,0.00002008365],"category_scores_gemma":[0.000006966702,0.0001557868,0.00006823852,0.00005252587,0.00002652567,8.828383e-7,0.0001351036,0.00007370376,0.000001172912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000219189,"about_ca_system_score_gemma":0.0001374282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004800291,"about_ca_topic_score_gemma":0.01447805,"domain_scores_codex":[0.9989822,0.00001644522,0.0003231758,0.000306166,0.0002154953,0.0001565386],"domain_scores_gemma":[0.999562,0.000003921791,0.0001397645,0.0002008157,0.0000561284,0.00003737699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002241031,0.0002461764,0.7949842,0.004008148,0.002058446,0.0001230496,0.0005780492,0.0000161644,0.02047968,0.001506016,0.07408132,0.1016947],"study_design_scores_gemma":[0.002282987,0.0006040908,0.6560401,0.000140319,0.0002984481,0.00001845075,0.004807928,0.000003936649,0.07642546,0.0001795941,0.2582139,0.0009847257],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446748,0.003570435,0.0005288526,0.001103379,0.0004431809,0.001096282,0.0003196044,0.00001658619,0.1482469],"genre_scores_gemma":[0.9862053,0.007544782,0.001052819,0.0001761395,0.00009009314,0.0000304017,0.0006678498,0.00002482466,0.004207745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1841326,"threshold_uncertainty_score":0.8079091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02862793111142451,"score_gpt":0.3360773329681997,"score_spread":0.3074494018567752,"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."}}