{"id":"W4244363858","doi":"10.1079/cabicomm-62-8163","title":"Fall armyworm management: lessons learnt from Ghana","year":2021,"lang":"en","type":"report","venue":"","topic":"Insect Resistance and Genetics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; Foreign, Commonwealth and Development Office; Ministry of Agriculture of the People's Republic of China","keywords":"Fall armyworm; Geography; Biology","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":[0.002494737,0.0005683112,0.0003667907,0.0003604524,0.0009929182,0.001290412,0.0007417367,0.001238931,0.002817362],"category_scores_gemma":[0.002947672,0.0002238232,0.0002005172,0.000744169,0.001349603,0.001974186,0.00151696,0.001321028,0.0003408996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424781,"about_ca_system_score_gemma":0.004305445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02443981,"about_ca_topic_score_gemma":0.07508414,"domain_scores_codex":[0.9990252,0.0005809785,0.00005072019,0.0000564482,0.00008543288,0.0002012042],"domain_scores_gemma":[0.9985248,0.0007733345,0.0001672045,0.00003100772,0.0002051522,0.0002984725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00027109,0.0006523745,0.03005507,0.009483651,0.0000493862,0.0308717,0.1724465,0.001051938,0.004498861,0.005184432,0.05218181,0.6932532],"study_design_scores_gemma":[0.0001257054,0.001181598,0.06681824,0.013119,0.0000868212,0.005656208,0.3785249,0.0004264732,0.002131333,0.006166117,0.5257006,0.00006300458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5204099,0.1728519,0.002536099,0.248798,0.001927695,0.0003694144,0.0004352665,0.00007494572,0.05259684],"genre_scores_gemma":[0.8131806,0.1536742,0.005417792,0.01575735,0.0004711559,0.0001092599,0.0001968885,0.00004158242,0.01115114],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02443981,"threshold_uncertainty_score":0.04859513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02603907689246836,"score_gpt":0.2974769263603279,"score_spread":0.2714378494678595,"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."}}