{"id":"W2136525494","doi":"10.1287/mnsc.2014.2041","title":"Product Market Competition and the Financing of New Ventures","year":2015,"lang":"en","type":"article","venue":"Management Science","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Venture capital; Incentive; Cournot competition; Finance; External financing; Competition (biology); Debt; Economics; Entrepreneurship; Product market; Entrepreneurial finance; Equity (law); Internal financing; Business; Microeconomics","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":[0.001505665,0.00007525399,0.0001001984,0.0001388876,0.0001548965,0.0002033619,0.0004010502,0.000008826434,0.00002866029],"category_scores_gemma":[0.0001501144,0.00005080278,0.00002246768,0.0005452548,0.0004510332,0.000831207,0.0005745855,0.0000468878,0.00002201363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000159612,"about_ca_system_score_gemma":0.00001578281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095413,"about_ca_topic_score_gemma":0.00000940323,"domain_scores_codex":[0.9991077,0.000006249358,0.0001281898,0.0002121672,0.000375398,0.0001702531],"domain_scores_gemma":[0.9995819,0.00001077717,0.0001130422,0.0002232031,0.00005667156,0.00001440304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001055627,0.00003906445,0.002983218,0.0001690638,0.00001152108,0.000005032569,0.000265599,0.00006840499,0.0001141631,0.9410067,0.04043486,0.01479681],"study_design_scores_gemma":[0.005610998,0.00003988458,0.1846595,0.0002977388,0.0001814864,0.000006756904,0.002698694,0.009908929,0.0005463893,0.2251289,0.5703635,0.0005571867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6174291,0.001405382,0.003225111,0.01235072,0.001882046,0.001147787,9.882167e-7,0.0001269746,0.3624319],"genre_scores_gemma":[0.9977896,0.00002528356,0.0002847667,0.0006955563,0.0002668064,0.000004673208,0.000001272213,0.000003667419,0.0009283287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7158778,"threshold_uncertainty_score":0.2071677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.021593643732735,"score_gpt":0.2251766718320929,"score_spread":0.2035830280993579,"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."}}