{"id":"W4391519980","doi":"10.1016/j.ememar.2024.101116","title":"Global contagion of US COVID-19 panic news","year":2024,"lang":"en","type":"article","venue":"Emerging Markets Review","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Panic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Psychology; Political science; Medicine; Virology; Psychiatry; Anxiety; Internal medicine; Disease","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001787957,0.0002162263,0.0007574689,0.0001488222,0.00005144589,0.00005142525,0.0003104291,0.00008244998,0.003494597],"category_scores_gemma":[0.002378059,0.0002275154,0.0003150991,0.0008414956,0.00004651106,0.0002198537,0.0001057408,0.0001371462,0.0006057418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005538875,"about_ca_system_score_gemma":0.0002212211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009710288,"about_ca_topic_score_gemma":0.000077713,"domain_scores_codex":[0.9979774,0.00007328518,0.001027889,0.0005041214,0.00007344102,0.000343898],"domain_scores_gemma":[0.9987118,0.0002122193,0.0003235786,0.0005013102,0.00002387719,0.0002271995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004879344,0.00009969858,0.1104528,0.0470195,0.0004166357,0.0001084242,0.0002868547,0.00005553433,0.00001102755,0.1052921,0.5672311,0.1689775],"study_design_scores_gemma":[0.0002179181,0.00002251829,0.004694658,0.00198118,0.00004123487,0.00002543979,0.000004732895,0.0005145429,9.138714e-7,0.005375151,0.9868864,0.0002353222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004603064,0.9441102,0.004879709,0.01457613,0.001265999,0.0006341676,0.0002174706,0.0001724505,0.02954085],"genre_scores_gemma":[0.4062327,0.5681926,0.0002720817,0.02299516,0.0002094611,0.00004964494,0.00004339793,0.00005499058,0.001949968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4196554,"threshold_uncertainty_score":0.9974163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0539787797360215,"score_gpt":0.3279643105030934,"score_spread":0.2739855307670719,"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."}}