{"id":"W2605887853","doi":"10.3386/w23320","title":"The Productivity Advantage of Serial Entrepreneurs","year":2017,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto","keywords":"Productivity; Industrial organization; Business; Economics; Labour economics; Economic geography; Operations management; Economic growth","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005342367,0.0001753596,0.0001534813,0.001294217,0.0003141368,0.0009920289,0.0002235408,0.0001971521,0.01428545],"category_scores_gemma":[0.004016702,0.0001182157,0.0001985828,0.0006616218,0.0003269765,0.0005683164,0.001170948,0.0002883226,0.00172405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631724,"about_ca_system_score_gemma":0.0001968212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359433,"about_ca_topic_score_gemma":0.002270977,"domain_scores_codex":[0.9996091,0.00004120816,0.00002770091,0.00007483227,0.00009741417,0.0001499403],"domain_scores_gemma":[0.9966753,0.0004744532,0.001291416,0.0002477758,0.0002705572,0.001040609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001583047,0.0001118366,0.9685893,0.00002785993,0.00002298232,0.0006216094,0.0007437083,0.0001224729,0.0009330109,0.0007783556,0.001074796,0.02681571],"study_design_scores_gemma":[0.00001044616,0.0001111917,0.995397,0.00002136802,0.000009945727,0.0007531388,0.0007571576,0.0001279448,0.0002812294,0.00046067,0.002064498,0.000005436012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902889,0.0001266207,0.0001267789,0.00008717824,0.00001088661,0.00000388091,0.0002467988,0.000007739162,0.009101328],"genre_scores_gemma":[0.9967583,0.00007326078,0.0000561045,0.000013426,0.00001425478,0.000001378794,0.0002118125,0.000002539143,0.002868868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01428545,"threshold_uncertainty_score":0.04778957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2628232528262374,"score_gpt":0.4726159485430317,"score_spread":0.2097926957167943,"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."}}