{"id":"W4402270424","doi":"10.1007/978-3-030-38738-9_234-1","title":"Venture Capital-Backed IPOs","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Initial public offering; Venture capital; Business; Financial system; Finance","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002910089,0.0004239722,0.0001949032,0.0007146649,0.0006376879,0.004644356,0.0005397072,0.001157426,0.0272838],"category_scores_gemma":[0.001189536,0.0001994064,0.0001533355,0.0008373465,0.000871369,0.003348934,0.00113422,0.001280371,0.005530877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277951,"about_ca_system_score_gemma":0.0007520485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618107,"about_ca_topic_score_gemma":0.003623543,"domain_scores_codex":[0.9997198,0.00004956726,0.000007922627,0.00004472225,0.0001323685,0.00004567326],"domain_scores_gemma":[0.9997608,0.0000846303,0.00002862483,0.00004484684,0.00005437854,0.00002675461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000009151721,0.00002454911,0.0001309981,0.0000461428,0.00000357314,0.00006610621,0.0002162375,0.0002633146,0.0002540762,0.873998,0.05697547,0.06801242],"study_design_scores_gemma":[0.000005609571,0.00002012364,0.000865193,0.0002091758,0.000005015848,0.000170411,0.000133265,0.0006935895,0.000518047,0.1911491,0.8062241,0.000006237563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002681341,0.003440236,0.002290168,0.0005391893,0.000250227,0.00002051549,0.00009502601,0.00004027524,0.9906431],"genre_scores_gemma":[0.08935212,0.005975198,0.00117851,0.0004229056,0.0003794533,0.00004082586,0.0001945024,0.00005163348,0.9024049],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0272838,"threshold_uncertainty_score":0.09127349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639655240867491,"score_gpt":0.2048233612634574,"score_spread":0.1884268088547825,"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."}}