{"id":"W4382135415","doi":"10.3390/vaccines11071145","title":"Epidemiological Characterization of African Swine Fever Dynamics in Ukraine, 2012–2023","year":2023,"lang":"en","type":"article","venue":"Vaccines","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"Defense Threat Reduction Agency","keywords":"Outbreak; Wild boar; African swine fever; Domestic pig; Geography; African swine fever virus; Veterinary medicine; Socioeconomics; Biology; Virus; Virology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004843543,0.0001119659,0.0002865377,0.00004397877,0.00004058989,0.000005727287,0.0001744763,0.00008462861,0.0005583639],"category_scores_gemma":[0.0003031142,0.00004240751,0.00007834898,0.0008668096,0.00002160955,0.00009666898,0.0001119399,0.00005948769,0.0001125253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000188479,"about_ca_system_score_gemma":0.000002090998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002641988,"about_ca_topic_score_gemma":0.0008652885,"domain_scores_codex":[0.998975,0.0001306821,0.0003290721,0.0002304664,0.00006691094,0.0002678939],"domain_scores_gemma":[0.9994644,0.0002983804,0.0001114498,0.00004553515,0.00002936315,0.00005089603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157559,0.00009078084,0.9143276,0.00002430605,0.00001657154,0.00001104102,0.0000180527,0.00002580816,0.05124389,0.004992104,0.006222292,0.02291178],"study_design_scores_gemma":[0.00008281648,0.00007219891,0.9868516,0.000009296069,0.000005859953,3.281996e-7,0.00009931428,0.005064289,0.00001599034,0.0008263459,0.006878595,0.0000934058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922293,0.00003707362,0.000009082149,0.00633168,0.00008730416,0.0001453014,0.00005606818,0.00008279854,0.001021404],"genre_scores_gemma":[0.9971333,0.0003037263,0.00001457885,0.0002669164,0.0001586794,0.00001814349,0.0007282473,9.192061e-7,0.001375527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07252394,"threshold_uncertainty_score":0.6113693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03537482110824269,"score_gpt":0.2560652865038807,"score_spread":0.220690465395638,"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."}}