{"id":"W4411423756","doi":"10.1080/08276331.2025.2507487","title":"The role of SMEs in the post-pandemic economic recovery","year":2025,"lang":"en","type":"article","venue":"Journal of Small Business & Entrepreneurship","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Pandemic; Economic recovery; Business; Coronavirus disease 2019 (COVID-19); Natural resource economics; Economics; Medicine; Macroeconomics","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":[0.002245157,0.0001691667,0.0004926939,0.0004704603,0.00008470251,0.0001178449,0.0009436487,0.0001125146,0.00005262497],"category_scores_gemma":[0.00162568,0.0001214827,0.0002145796,0.0004510773,0.00009904095,0.0002628325,0.00008871053,0.0003570824,0.00002867004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521298,"about_ca_system_score_gemma":0.0003492769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006238791,"about_ca_topic_score_gemma":0.0004410497,"domain_scores_codex":[0.9980346,0.00008784018,0.001287325,0.0002130713,0.00006035243,0.0003168297],"domain_scores_gemma":[0.9968121,0.001325768,0.001214949,0.0004713631,0.0001323811,0.00004343946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000276625,0.00008759064,0.9705979,0.00003936097,0.00008935283,0.000008750585,0.0005540346,0.002990398,0.0002136643,0.01243466,0.0003753709,0.01233227],"study_design_scores_gemma":[0.0009423557,0.00006304836,0.8906783,0.0001316965,0.00003107009,0.00005395215,0.0004227979,0.000206499,0.0002444359,0.08224592,0.02482416,0.0001556882],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816793,0.007800213,0.0001197091,0.005864603,0.0009427834,0.0001679821,0.00002158201,0.000007109087,0.003396675],"genre_scores_gemma":[0.9966588,0.002023625,0.00003699939,0.0008467278,0.0001349702,0.000004935815,0.00000180719,0.00001383289,0.0002782985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07991955,"threshold_uncertainty_score":0.4953922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02765318294520474,"score_gpt":0.2411823405996448,"score_spread":0.2135291576544401,"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."}}