{"id":"W1983988613","doi":"10.1111/0008-4085.00098","title":"Self‐employment dynamics and self‐employment trends: a study of Canadian men and women, 1982–1998","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Economic rent; Humanities; Sociology; Demographic economics; Economics; Art; Market economy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0006809254,0.0003690401,0.0004624601,0.002589247,0.006297832,0.001315704,0.001347812,0.0007420576,0.002550182],"category_scores_gemma":[0.00184388,0.0005138603,0.0004956647,0.009108475,0.001037724,0.0006589847,0.001084432,0.0008064693,0.00062788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02553806,"about_ca_system_score_gemma":0.02953061,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.996973,"about_ca_topic_score_gemma":0.9987121,"domain_scores_codex":[0.9993394,0.00002876837,0.00003649319,0.00009116111,0.000235381,0.0002687376],"domain_scores_gemma":[0.9985929,0.00006143192,0.0002207945,0.00004391904,0.0007053802,0.0003756286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008103203,0.00006539259,0.9656348,0.00009864273,0.00004259724,0.0001947034,0.01804354,0.00006423907,0.0002660193,0.00024455,0.003049483,0.012215],"study_design_scores_gemma":[0.000003331401,0.00001457114,0.9896731,0.00002267869,0.00001029811,0.00003251551,0.007530102,0.00005171679,0.00002864838,0.00001246521,0.002611374,0.000009257281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987792,0.001289217,0.0000622743,0.0005644472,0.00001573795,0.00006137065,0.006797578,0.000008893237,0.003408405],"genre_scores_gemma":[0.9873776,0.001815311,0.0002284458,0.0003434939,0.00001610632,0.00005269107,0.003986141,0.000008695764,0.006171548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02553806,"threshold_uncertainty_score":0.1852925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05862710828628042,"score_gpt":0.180391467559638,"score_spread":0.1217643592733576,"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."}}