{"id":"W1590600592","doi":"10.2139/ssrn.898566","title":"A Selection-Based Theory of the Transition from Employment to Entrepreneurship: The Role of Employer Size","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Entrepreneurship; Selection (genetic algorithm); Transition (genetics); Business; Labour economics; Econometrics; Marketing; Economics; Industrial organization; Demographic economics; Computer science; Machine learning","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":[],"consensus_categories":[],"category_scores_codex":[0.002805836,0.0002753812,0.0005378346,0.001266558,0.001077354,0.002664862,0.001256589,0.001410251,0.02246935],"category_scores_gemma":[0.007688586,0.0002503318,0.0007449502,0.001015933,0.002570397,0.002760039,0.001226248,0.001696723,0.001716446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146239,"about_ca_system_score_gemma":0.001361847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004038448,"about_ca_topic_score_gemma":0.004424352,"domain_scores_codex":[0.9990639,0.0003572527,0.00002462055,0.0001811405,0.0001256546,0.0002474497],"domain_scores_gemma":[0.9937391,0.004512171,0.0005180968,0.000279363,0.0003263242,0.0006249858],"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":[0.0002755761,0.0005405535,0.06345297,0.0001156014,0.0001065118,0.0007546137,0.002486627,0.01412253,0.000842193,0.8429642,0.007398718,0.06694001],"study_design_scores_gemma":[0.0001673723,0.0004063008,0.07118909,0.00006505148,0.00008440233,0.0005807258,0.002294984,0.04222431,0.000381835,0.8734406,0.009117917,0.00004744354],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6331723,0.002060038,0.1824741,0.03128933,0.0004097745,0.0003926931,0.0008562776,0.0002145643,0.149131],"genre_scores_gemma":[0.9776019,0.0005622599,0.00268466,0.0006187623,0.0001693009,0.0000635918,0.000111466,0.00001786015,0.01817011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02246935,"threshold_uncertainty_score":0.07516742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004912930953744993,"score_gpt":0.1902745669413943,"score_spread":0.1853616359876493,"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."}}