{"id":"W3161663036","doi":"10.5430/jbar.v10n1p32","title":"COVID-19 Pandemic and Its Implications on Small and Medium Enterprises (SMEs) Operations in Zambia","year":2021,"lang":"en","type":"article","venue":"Journal of Business Administration Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Government (linguistics); Revenue; Pandemic; Coronavirus disease 2019 (COVID-19); Descriptive statistics; Small and medium-sized enterprises; Exploratory research; Descriptive research; Marketing; Accounting; Finance","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002148133,0.0001035409,0.0002958182,0.0006800407,0.0001973289,0.0002524267,0.0001596529,0.0001120095,0.000192126],"category_scores_gemma":[0.00933752,0.0001112772,0.00003327721,0.0007915325,0.00008532596,0.0003289664,0.00007443156,0.0004239227,0.00001347693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234211,"about_ca_system_score_gemma":0.001899466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00010535,"about_ca_topic_score_gemma":0.001010303,"domain_scores_codex":[0.9984928,0.0001061437,0.0007577241,0.0002753656,0.0001227479,0.0002452711],"domain_scores_gemma":[0.9981081,0.0006297841,0.0002084309,0.0001887712,0.0005158159,0.0003490949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003369273,0.000700349,0.9392337,0.0003758507,0.00007665922,0.000228214,0.001813306,0.001445109,0.005281569,0.04740048,0.001684102,0.001423786],"study_design_scores_gemma":[0.001877537,0.0002760574,0.9685041,0.0001047745,0.000007775312,0.0005720451,0.0004210195,0.0009429181,0.0003372777,0.01087685,0.01587047,0.0002091966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486678,0.001964604,0.002326164,0.04600168,0.0001368587,0.0002165567,0.00006605406,0.000007879646,0.0006124645],"genre_scores_gemma":[0.995235,0.003057197,0.000202234,0.001001144,0.000116819,0.00001492767,0.00001274164,0.00001213857,0.0003477912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04656727,"threshold_uncertainty_score":0.9990072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2695840753388576,"score_gpt":0.4155922099024729,"score_spread":0.1460081345636153,"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."}}