{"id":"W3127021724","doi":"10.1093/af/vfaa053","title":"Impact of COVID-19 on animal production in the Czech Republic","year":2021,"lang":"en","type":"article","venue":"Animal Frontiers","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerstvo Zemědělství; Ministerstvo Školství, Mládeže a Tělovýchovy","keywords":"Czech; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Recession; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Production (economics); Geography; Development economics; Political science; Economics; Biology; Medicine; Virology; Outbreak; Macroeconomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001087057,0.0001526397,0.0003563114,0.0003270044,0.00007409904,0.00005464737,0.0002627613,0.0001084473,0.0002164005],"category_scores_gemma":[0.003197511,0.0001393962,0.0001901591,0.0008030282,0.00007322896,0.0002623525,0.0000436157,0.0002459029,0.00004893919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006462177,"about_ca_system_score_gemma":0.0003414006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006932,"about_ca_topic_score_gemma":0.00006437138,"domain_scores_codex":[0.9985507,0.00006665172,0.0004916122,0.000474237,0.00007755353,0.0003392028],"domain_scores_gemma":[0.9990051,0.000080995,0.0002687798,0.000496901,0.00003850549,0.0001097135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00052701,0.0003643449,0.854675,0.00006300252,0.0001193627,0.00004575562,0.003685512,0.000477315,0.0009564393,0.01452202,0.123715,0.0008492445],"study_design_scores_gemma":[0.0009633434,0.0009329894,0.9452968,0.00001518961,0.00001139518,0.00003565262,0.001043054,0.0006468383,0.0004635892,0.007449935,0.04282048,0.0003207821],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869469,0.001119043,0.0002711254,0.007476603,0.0003377775,0.0002327302,0.00006710248,0.00002595468,0.003522715],"genre_scores_gemma":[0.9979677,0.0001309324,0.0002066149,0.001169986,0.0001232416,0.00001304538,0.00001775969,0.00001831606,0.0003524044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09062175,"threshold_uncertainty_score":0.5684414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06069453035213255,"score_gpt":0.3020471014889716,"score_spread":0.2413525711368391,"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."}}