{"id":"W3087434156","doi":"10.1007/s11356-020-10808-x","title":"Is the weather-induced COVID-19 spread hypothesis a myth or reality? Evidence from the Russian Federation","year":2020,"lang":"en","type":"article","venue":"Environmental Science and Pollution Research","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Russian federation; Spearman's rank correlation coefficient; Quarter (Canadian coin); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Rank correlation; Mythology; Demography; Order (exchange); Political science; Statistics; Geography; Econometrics; Outbreak; History; Mathematics; Sociology; Regional science; Virology; Economics; Medicine; Infectious disease (medical specialty)","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006368904,0.0001432466,0.000177514,0.00003101528,0.003157367,0.0002167223,0.0006978048,0.00006669888,0.0006531277],"category_scores_gemma":[0.01916938,0.00006568843,0.00005231032,0.0005986711,0.002101659,0.0002705589,0.0006618268,0.0003520425,0.0001300593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005282997,"about_ca_system_score_gemma":0.0002268335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001938698,"about_ca_topic_score_gemma":0.0002865216,"domain_scores_codex":[0.9963409,0.0009392354,0.0002670902,0.00059949,0.001387125,0.0004661031],"domain_scores_gemma":[0.9919919,0.007181323,0.00008711559,0.0004090729,0.00001177365,0.0003188262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001962208,0.0007099363,0.09243315,0.0002208816,0.0002336498,0.00007467235,0.1282706,0.0001016913,0.3436313,0.04156383,0.2948515,0.09594665],"study_design_scores_gemma":[0.001156484,0.001431927,0.6648874,0.000183727,0.00008996835,0.00001650348,0.0272411,0.008393657,0.0171232,0.1383673,0.1402733,0.0008354164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4151262,0.0002659939,0.0005439659,0.5830251,0.00002386952,0.0006578743,0.00005108389,0.00002926656,0.0002766523],"genre_scores_gemma":[0.9732583,0.0007227064,0.0002881357,0.02529838,0.0001525122,0.00006919391,7.543285e-7,0.000006903152,0.0002031708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5724543,"threshold_uncertainty_score":0.9981404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6607490035783931,"score_gpt":0.5017732065766777,"score_spread":0.1589757970017154,"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."}}