{"id":"W2795574766","doi":"10.1111/1911-3838.12159","title":"Whither IPOs? Toward an Ecosystem Perspective on Corporate Financing: A Commentary","year":2018,"lang":"en","type":"article","venue":"Accounting Perspectives","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Initial public offering; Perspective (graphical); Capital market; Capital (architecture); Business; Global public good; Economics; Finance; Financial system; Public good; Geography","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":[0.01300763,0.0009122365,0.001459459,0.002779844,0.01431851,0.01780576,0.006923289,0.05513904,0.0061093],"category_scores_gemma":[0.03405108,0.0007294425,0.001241003,0.003467738,0.02668193,0.01943965,0.006269451,0.04841622,0.001289521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03844623,"about_ca_system_score_gemma":0.04923481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2293982,"about_ca_topic_score_gemma":0.2765579,"domain_scores_codex":[0.9886279,0.003198706,0.0004711151,0.001138129,0.004277654,0.002286622],"domain_scores_gemma":[0.9588779,0.02521623,0.001546135,0.0006486838,0.009902489,0.003808587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002236937,0.00001130417,0.0002032452,0.0002597884,0.00002142474,0.0006624744,0.006208191,0.0001519199,0.0001175907,0.1422168,0.8434227,0.00670217],"study_design_scores_gemma":[0.00001958277,0.00001268485,0.000507778,0.001303248,0.00002499332,0.0002062638,0.006390568,0.0001924477,0.00008867928,0.03550442,0.9556968,0.00005252465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003203216,0.007647272,0.00009578184,0.9797166,0.008731947,0.00000240621,0.0000183247,0.000006396112,0.003460914],"genre_scores_gemma":[0.02502232,0.01181999,0.0002587577,0.9294522,0.02908468,0.00001991477,0.00002860614,0.00004643962,0.004267145],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2293982,"threshold_uncertainty_score":0.4561259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03333112379592716,"score_gpt":0.2485338401734195,"score_spread":0.2152027163774923,"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."}}