{"id":"W4404518626","doi":"10.2139/ssrn.4990883","title":"Tyranny of the Personal Network: The Limits of Arm's Length Fundraising in Venture Capital","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Venture capital; Capital (architecture); Business; Finance; Social venture capital; Economics; Geography","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":[0.01385219,0.0002256824,0.0005424915,0.0009309332,0.004651534,0.01637486,0.00144498,0.008818262,0.01991505],"category_scores_gemma":[0.0565667,0.0003101326,0.0002759931,0.0009437038,0.01490533,0.01764083,0.005931269,0.008816516,0.001735528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004527797,"about_ca_system_score_gemma":0.006616788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01191876,"about_ca_topic_score_gemma":0.01523539,"domain_scores_codex":[0.9944159,0.002608764,0.0001782856,0.0007605405,0.001029806,0.001006782],"domain_scores_gemma":[0.9572085,0.0288749,0.003812373,0.002638377,0.002828748,0.004637081],"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":[0.0001537246,0.00004280436,0.00209238,0.00003531139,0.00001185844,0.00008653689,0.002930622,0.0004533279,0.0001022498,0.9209163,0.03680759,0.03636735],"study_design_scores_gemma":[0.00006083469,0.00004598218,0.004913324,0.0003717773,0.0000230059,0.00008698939,0.003517263,0.001456329,0.0002437036,0.8738694,0.1153569,0.00005454013],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08705457,0.008128111,0.005355269,0.3251431,0.000858896,0.00003393743,0.0001790279,0.00009560747,0.5731514],"genre_scores_gemma":[0.9589357,0.001907488,0.0005907427,0.01011826,0.001057222,0.00006760132,0.00002162193,0.00008090687,0.02722042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01991505,"threshold_uncertainty_score":0.07325822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01397811346362286,"score_gpt":0.2291770232763685,"score_spread":0.2151989098127456,"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."}}