{"id":"W3121652746","doi":"10.2139/ssrn.2871542","title":"Private Company Finance and Financial Reporting","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Factoring; Finance; Business; Equity financing; Equity (law); Debt; Government (linguistics); Debt financing; Private equity; Financial system","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":[0.001730133,0.0002202608,0.0004044846,0.00259329,0.000716173,0.007825102,0.0002927464,0.002445967,0.02394104],"category_scores_gemma":[0.01995919,0.000233308,0.0002747235,0.006123513,0.00103397,0.005261781,0.0008123318,0.001414619,0.002756338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002261919,"about_ca_system_score_gemma":0.002657875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01047058,"about_ca_topic_score_gemma":0.01365964,"domain_scores_codex":[0.9984444,0.0005944521,0.0001251006,0.0001910161,0.0004218876,0.0002231559],"domain_scores_gemma":[0.9818752,0.008606249,0.005703495,0.0008877556,0.002015868,0.0009113402],"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":[0.0002752255,0.0002372662,0.09736765,0.0002914963,0.0001180413,0.0003989498,0.001368019,0.001782212,0.0002005149,0.6185286,0.1648806,0.1145514],"study_design_scores_gemma":[0.00008601673,0.0001663861,0.2108396,0.0007965295,0.0002068861,0.000690789,0.002677122,0.004462572,0.0005261129,0.4297101,0.3497543,0.00008360069],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.262242,0.08754205,0.004043553,0.1317841,0.002044921,0.00005573418,0.009102495,0.0002053113,0.5029799],"genre_scores_gemma":[0.9069848,0.02336311,0.0004349822,0.001719016,0.002108206,0.00001959164,0.001662128,0.00003850981,0.06366962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02394104,"threshold_uncertainty_score":0.08009076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136259914202397,"score_gpt":0.2090751895565956,"score_spread":0.1977125904145716,"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."}}