{"id":"W4362468045","doi":"10.3390/jrfm16040219","title":"Does the Size of the Business Still Matter, or Is Profitability under New Management, by Order of the COVID-19?","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Business and Economic Development","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Ministerstvo školstva, vedy, výskumu a športu Slovenskej republiky; Slovenská Akadémia Vied","keywords":"Profitability index; Business; Recession; Profit (economics); Order (exchange); Government (linguistics); Economics; Finance; Macroeconomics","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":[],"consensus_categories":[],"category_scores_codex":[0.0006786374,0.0001226756,0.0001963028,0.00002743685,0.0001827904,0.00002658852,0.0005184705,0.00002914585,0.0007704446],"category_scores_gemma":[0.00008065507,0.00004543728,0.00007710467,0.0006533098,0.0002330719,0.0001064412,0.0007206849,0.0001012997,0.00001533027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008786895,"about_ca_system_score_gemma":0.00004128222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000458909,"about_ca_topic_score_gemma":0.0001909149,"domain_scores_codex":[0.998867,0.00005116323,0.000452513,0.0001637766,0.0002902128,0.0001753006],"domain_scores_gemma":[0.9990647,0.00007521357,0.0004848298,0.0003015561,0.00002108233,0.00005259818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002980786,0.0002263784,0.5982085,0.0003744474,0.0001302606,0.000009947123,0.002098663,0.003467802,0.00004575209,0.0005864156,0.2931654,0.1013883],"study_design_scores_gemma":[0.0004744108,0.00000919188,0.793761,0.0000290028,0.00006415205,0.000002458794,0.0004212224,0.00001403547,0.00003372681,0.00395631,0.2011679,0.00006663528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738667,0.00007588974,0.003288918,0.01986831,0.001136974,0.0007226495,0.00003991359,0.00000673767,0.0009938971],"genre_scores_gemma":[0.9860774,0.001863298,0.0005412349,0.002802261,0.00004946854,0.00001153643,4.832742e-7,0.00001240217,0.008641886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1955524,"threshold_uncertainty_score":0.8435828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011130050421431,"score_gpt":0.2121283632262433,"score_spread":0.202017062722029,"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."}}