{"id":"W4206808011","doi":"10.33423/jabe.v23i3.4353","title":"COVID-19 and Change","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization; World Bank Group","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Globalization; Work (physics); Corporate governance; Political science; Order (exchange); Climate change; Development economics; Economic growth; Political economy; Sociology; Economics; Law; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.004479766,0.0003790753,0.0003375195,0.001292865,0.004553779,0.00825037,0.0007552703,0.003868107,0.02743134],"category_scores_gemma":[0.01317808,0.0001584429,0.0003767598,0.002263659,0.008718424,0.005186802,0.008100746,0.004795925,0.001680051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009692316,"about_ca_system_score_gemma":0.007088312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02266457,"about_ca_topic_score_gemma":0.0183431,"domain_scores_codex":[0.994662,0.001950476,0.0002225663,0.0004728529,0.001141609,0.001550569],"domain_scores_gemma":[0.9950262,0.001705617,0.0007636834,0.0003532888,0.0008712078,0.001280042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004689937,0.00004642584,0.006381954,0.0001950944,0.00001891571,0.0004569202,0.004057507,0.0003596043,0.00007910931,0.8693947,0.07857291,0.04038995],"study_design_scores_gemma":[0.0000128544,0.00004304503,0.009675661,0.0005069686,0.000005359021,0.0003028271,0.008481278,0.0002105469,0.00008431989,0.1412233,0.8394129,0.00004085006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03315311,0.02053033,0.002158525,0.3068802,0.005482694,0.0001108279,0.0006886574,0.00007110411,0.6309246],"genre_scores_gemma":[0.8435519,0.01978463,0.001867597,0.06694205,0.003054096,0.0002128745,0.0008148995,0.0001277278,0.06364419],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02743134,"threshold_uncertainty_score":0.09176695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389429187573482,"score_gpt":0.2530366372042326,"score_spread":0.1791423453284978,"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."}}