{"id":"W3163538817","doi":"10.2139/ssrn.3832337","title":"Venture Capital Booms and Startup Financing","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"Harvard Business School","keywords":"Venture capital; Boom; Finance; Business; Financial system; Engineering","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":[0.0006244542,0.0001547214,0.0001677042,0.00009221794,0.0003197941,0.0003440602,0.000162453,0.0000783115,0.0001032951],"category_scores_gemma":[0.0001141213,0.0001440687,0.0000962324,0.0001898958,0.00003638268,0.0009463372,0.0001685778,0.00121608,0.00007672028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725485,"about_ca_system_score_gemma":0.0003624715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003332616,"about_ca_topic_score_gemma":0.0005323419,"domain_scores_codex":[0.9979887,0.00001163352,0.0001951203,0.0002115016,0.0002123952,0.001380676],"domain_scores_gemma":[0.9996087,0.00001507271,0.0001333447,0.0001285355,0.0000941977,0.00002012922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004385327,0.00009978271,0.007648483,0.00006250604,0.0001422667,0.0001621701,0.0001533657,0.00001309993,0.002486076,0.9654329,0.001507633,0.02224783],"study_design_scores_gemma":[0.001632411,0.00006731661,0.01032824,0.000101024,0.0001398884,0.001189393,0.005238745,0.0002196774,0.0002432215,0.8656169,0.1146616,0.0005616018],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809831,0.01238487,0.001175824,0.002723793,0.0005957832,0.00005717306,0.000001118392,0.00004414,0.002034165],"genre_scores_gemma":[0.9944302,0.001610877,0.00003044552,0.0009467265,0.001969808,0.000001642081,0.00001393641,0.00002154524,0.0009747809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113154,"threshold_uncertainty_score":0.5874951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006448703673392382,"score_gpt":0.1953404682349928,"score_spread":0.1888917645616004,"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."}}