{"id":"W4251994671","doi":"10.1079/cabicomm-62-8141","title":"PRISE-PAD Fall Armyworm SMS Alert Pikot Results","year":2020,"lang":"en","type":"report","venue":"","topic":"Livestock and Poultry Management","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Centre for International Agricultural Research; Agriculture and Agri-Food Canada; International Fund for Agricultural Development; Ministry of Agriculture of the People's Republic of China; Department for Business, Energy and Industrial Strategy, UK Government; Foreign, Commonwealth and Development Office; Irish Aid","keywords":"Fall armyworm; Computer science; Biology; Genetics; Spodoptera","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":[0.001615455,0.0003051004,0.0002191855,0.0004484357,0.0003808369,0.0006797921,0.0002049187,0.000404001,0.01745903],"category_scores_gemma":[0.005099175,0.0001144123,0.0003386813,0.0002190338,0.0001897431,0.0004659225,0.0004479525,0.0003602327,0.004520756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004286115,"about_ca_system_score_gemma":0.0006524172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007917809,"about_ca_topic_score_gemma":0.01069261,"domain_scores_codex":[0.9986367,0.000518002,0.00007944091,0.0001033149,0.0004575823,0.0002049843],"domain_scores_gemma":[0.996591,0.001868192,0.0002791135,0.0001341988,0.0009049252,0.0002226386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00924242,0.007930773,0.4623807,0.003649665,0.0002543542,0.001531389,0.009941163,0.001998973,0.05455522,0.000720283,0.04897577,0.3988191],"study_design_scores_gemma":[0.0004009582,0.01164217,0.8873505,0.0002734209,0.0003519691,0.0004513683,0.007370859,0.002723082,0.02811772,0.0001733916,0.06107363,0.00007088864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993832,0.0002174046,0.001326571,0.001062808,0.0001318484,0.001895313,0.01252778,0.0006245046,0.0828306],"genre_scores_gemma":[0.9689001,0.0001606032,0.002458927,0.0004333616,0.000033402,0.0008327707,0.004412278,0.00004786966,0.02272069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01745903,"threshold_uncertainty_score":0.05840629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07299731347857903,"score_gpt":0.2591752336070651,"score_spread":0.1861779201284861,"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."}}