{"id":"W2997495332","doi":"10.2139/ssrn.3216018","title":"Geographic Concentration of Venture Capital Investors, Corporate Monitoring, and Firm Performance","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Venture capital; Business; Social venture capital; Corporate venture capital; Finance; Industrial organization; Financial system; Accounting; Monetary economics; Economics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006337921,0.0001363804,0.0001457153,0.0001174757,0.0002529473,0.0001103176,0.0001840787,0.0000762585,0.00002301727],"category_scores_gemma":[0.00003346883,0.000122328,0.00005532007,0.0002134475,0.0001840231,0.001043974,0.00006713481,0.0006244535,0.00001972532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008185417,"about_ca_system_score_gemma":0.0001791101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005003679,"about_ca_topic_score_gemma":0.00006465774,"domain_scores_codex":[0.9985602,0.000009843124,0.000228935,0.0001463045,0.000209625,0.0008450747],"domain_scores_gemma":[0.9992567,0.000006934133,0.0004365233,0.0001028004,0.0001775454,0.00001945417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000146993,0.0000951306,0.803479,0.000104379,0.0001564807,0.000003913261,0.0002940086,0.000005783628,0.005084657,0.1812189,0.0002088861,0.009201949],"study_design_scores_gemma":[0.004064846,0.001375553,0.573709,0.0004372018,0.0003640097,0.000344268,0.00307004,0.001344818,0.004748186,0.3935333,0.01585261,0.001156167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959072,0.002623864,0.00009647831,0.0001942584,0.000693062,0.0000843867,7.232087e-7,0.00002520216,0.0003748239],"genre_scores_gemma":[0.9955011,0.001790628,0.00001688308,0.00006978534,0.002524606,0.000001672824,0.00000689764,0.00001391427,0.00007453687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.22977,"threshold_uncertainty_score":0.4988393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341218540278992,"score_gpt":0.2070835530936725,"score_spread":0.1936713676908826,"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."}}