{"id":"W2036422973","doi":"10.1111/1468-0432.00205","title":"Pushed or Pulled? Women's Entry into Self‐Employment and Small Business Ownership","year":2003,"lang":"en","type":"article","venue":"Gender Work and Organization","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":428,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Restructuring; Flexibility (engineering); Independence (probability theory); Self-employment; Labour economics; Business; Private sector; Economic growth; Economics; Entrepreneurship; Management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137246,0.0001345794,0.0002353074,0.0008063694,0.005463717,0.00423073,0.0004127694,0.0007471663,0.00510112],"category_scores_gemma":[0.002802614,0.0001841396,0.0001149352,0.001027114,0.007172673,0.002390459,0.0019229,0.0008596121,0.0002660456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004938597,"about_ca_system_score_gemma":0.005715969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2310814,"about_ca_topic_score_gemma":0.3779534,"domain_scores_codex":[0.9990488,0.000181011,0.00001973241,0.00005764772,0.0001889313,0.0005039083],"domain_scores_gemma":[0.9988269,0.0004165497,0.0001951492,0.00002692205,0.0001209893,0.0004134983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00008153203,0.00008373618,0.1741115,0.00007590111,0.00001177058,0.0008808987,0.7487876,0.00004405716,0.0005605833,0.02890061,0.004491988,0.04196994],"study_design_scores_gemma":[0.00000549966,0.00003314841,0.09760249,0.0001553394,0.000006865501,0.0002412457,0.8701802,0.0000338668,0.0001403467,0.002047443,0.02953884,0.00001468101],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621204,0.001419268,0.00006397316,0.006556048,0.00005642102,0.00000714457,0.00003722153,0.000002841407,0.02973671],"genre_scores_gemma":[0.9954541,0.0006968076,0.00001738406,0.0003349927,0.00001534799,0.000002928548,0.000009323164,0.000001826396,0.003467354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2310814,"threshold_uncertainty_score":0.4594727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709711226508003,"score_gpt":0.2157697809537938,"score_spread":0.1986726686887138,"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."}}