{"id":"W2796407774","doi":"10.1111/1911-3838.12162","title":"Firms in Transition: A Review of the Venture Capital, IPO, and M&A Literature","year":2018,"lang":"en","type":"review","venue":"Accounting Perspectives","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Initial public offering; Venture capital; Context (archaeology); Business; Capital (architecture); Transition (genetics); Key (lock); Social venture capital; Accounting; Marketing; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001352977,0.0006209807,0.001031686,0.007124525,0.0004391395,0.001774759,0.0006944207,0.0009616942,0.003739815],"category_scores_gemma":[0.004163037,0.0003350446,0.0007875729,0.009911143,0.0006806711,0.001931841,0.0008977213,0.001098887,0.0004637993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042635,"about_ca_system_score_gemma":0.004075488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005378557,"about_ca_topic_score_gemma":0.01155789,"domain_scores_codex":[0.999388,0.0001355809,0.0001590128,0.0001018768,0.0001734196,0.00004206414],"domain_scores_gemma":[0.9957628,0.002949514,0.0006231231,0.00005653759,0.0004661388,0.0001418848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006651734,0.00005841736,0.001655272,0.09135311,0.0002382404,0.0002735306,0.0005953828,0.000332858,0.0003990252,0.005181561,0.02333711,0.8765089],"study_design_scores_gemma":[0.000009377773,0.00008789878,0.009241922,0.104299,0.0006216273,0.001181688,0.0008637761,0.00009594152,0.0002033468,0.002547445,0.8808106,0.00003744672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001834182,0.9989972,0.00003532891,0.0002887949,0.00006403001,0.000002554151,0.00003080796,0.000001613906,0.000396253],"genre_scores_gemma":[0.00141542,0.9981942,0.00007875344,0.0001392781,0.00006351257,0.000003004105,0.00002776708,6.861978e-7,0.00007744417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007124525,"threshold_uncertainty_score":0.0125109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750202823757437,"score_gpt":0.2874378828393915,"score_spread":0.2599358546018172,"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."}}