{"id":"W4388536004","doi":"10.54254/2754-1169/27/20231248","title":"Private Equity Industry and Funding Instrument Analysis in the Post-Covid-19 Pandemic Era","year":2023,"lang":"en","type":"article","venue":"Advances in Economics Management and Political Sciences","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Equity (law); Private equity; Business; 2019-20 coronavirus outbreak; Emerging markets; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Finance; Economics; Political science","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":[0.001565769,0.0001700915,0.0002261625,0.0008937977,0.000262935,0.0006860909,0.0004797716,0.00006826351,0.0000178876],"category_scores_gemma":[0.0001615359,0.0001365455,0.00004166092,0.001862599,0.000526872,0.002165396,0.0008190099,0.0002165977,0.00001811444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275881,"about_ca_system_score_gemma":0.00001682935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003876382,"about_ca_topic_score_gemma":0.001429601,"domain_scores_codex":[0.9982777,0.0000157569,0.0003487373,0.0005039711,0.0001476091,0.0007062352],"domain_scores_gemma":[0.9994779,0.0002055102,0.0001186494,0.0001472905,0.00000814872,0.00004254216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004646212,0.00001050554,0.4993037,0.00005264491,0.00000818912,0.000005736314,0.00002554637,0.0004255274,3.491616e-7,0.4917813,0.00001067585,0.008371121],"study_design_scores_gemma":[0.0003952546,0.00002388096,0.5893587,0.00003695551,0.0000532275,0.000002394668,0.002239167,0.01036169,0.000001168012,0.3572441,0.03996704,0.0003164285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.937953,0.0001477299,0.00006760538,0.003725459,0.0001273039,0.0002433073,0.000004779987,0.00005153197,0.05767928],"genre_scores_gemma":[0.9948047,0.0007158157,0.0001004888,0.004154397,0.00008144059,0.00003308492,0.000009555056,0.000005889523,0.00009461867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1345372,"threshold_uncertainty_score":0.661599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05650436085974223,"score_gpt":0.3263679308278243,"score_spread":0.2698635699680821,"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."}}