{"id":"W2037266430","doi":"10.1080/1043859022000014092","title":"When does funding research by smaller firms bear fruit?: Evidence from the SBIR program*","year":2003,"lang":"en","type":"article","venue":"Economics of Innovation and New Technology","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Subsidy; Venture capital; Business; Government (linguistics); Exploit; Investment (military); Industrial organization; Capital (architecture); Principal (computer security); Finance; Economics; Market economy","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02876205,0.0002213845,0.0006733564,0.002499975,0.002105345,0.006714795,0.00190117,0.002558559,0.01079873],"category_scores_gemma":[0.1297601,0.0002797764,0.0003645345,0.005222459,0.004344269,0.004981565,0.003528649,0.002537977,0.001177263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004421366,"about_ca_system_score_gemma":0.01255524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03819509,"about_ca_topic_score_gemma":0.06704209,"domain_scores_codex":[0.9848652,0.006527613,0.0008098077,0.000948546,0.004616842,0.002231975],"domain_scores_gemma":[0.6510191,0.1897814,0.08281247,0.0158182,0.0282486,0.03232038],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004052208,0.001357595,0.464881,0.001876561,0.000543344,0.0006074247,0.01342917,0.0006317247,0.00289157,0.06673319,0.06851131,0.3744849],"study_design_scores_gemma":[0.0008065056,0.001360369,0.801299,0.001245998,0.0004781262,0.0003818345,0.01334064,0.0005947049,0.002300658,0.01978992,0.1583178,0.0000843973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8109509,0.01303223,0.0008121189,0.1014654,0.0002932196,0.0001494433,0.001085342,0.000115043,0.07209627],"genre_scores_gemma":[0.9766408,0.004573299,0.0004967838,0.007989183,0.0005273092,0.00007981149,0.0005552604,0.00004724094,0.009090352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.971238,"threshold_uncertainty_score":0.1521101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09664520476621667,"score_gpt":0.3062422743750258,"score_spread":0.2095970696088091,"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."}}