{"id":"W3125445180","doi":"10.3386/w22446","title":"Does Career Risk Deter Potential Entrepreneurs?","year":2016,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Business; Economics; Actuarial science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01116416,0.0003432281,0.0009871117,0.00116213,0.0001790805,0.0001553861,0.0009319806,0.0006548882,0.004416171],"category_scores_gemma":[0.002617244,0.0002602253,0.0005140802,0.0001704144,0.0003193571,0.0002603476,0.0004212209,0.0008441339,0.0009699262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002256876,"about_ca_system_score_gemma":0.001316615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005626567,"about_ca_topic_score_gemma":0.0005366938,"domain_scores_codex":[0.9954944,0.0001901723,0.001806371,0.001182826,0.0006419192,0.0006843339],"domain_scores_gemma":[0.9952166,0.0008067077,0.001393383,0.0008266234,0.001575899,0.0001807573],"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":[0.0001670494,0.0001906809,0.08414365,0.0002765046,0.0008902701,0.0000164528,0.00008039663,0.0001505323,0.0000210812,0.8794971,0.02931234,0.005253909],"study_design_scores_gemma":[0.0005417438,0.000067783,0.007627329,0.00006409866,0.0000132666,0.000005021679,0.00001080226,0.0003373741,0.00003551564,0.917717,0.07318429,0.0003958169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0416002,0.001679356,0.000169462,0.001599551,0.005544532,0.0008409607,0.01411722,0.0000407881,0.9344079],"genre_scores_gemma":[0.953762,0.006680658,0.000123376,0.00002318996,0.002192399,0.00009481148,0.0004557435,0.00008641607,0.03658144],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9121618,"threshold_uncertainty_score":0.999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151658282341124,"score_gpt":0.4219979394647745,"score_spread":0.2068321112306621,"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."}}