{"id":"W4252767464","doi":"10.1007/s11187-020-00356-6","title":"Entrepreneurial homeworkers","year":2020,"lang":"en","type":"article","venue":"Small Business Economics","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Aberdeen","keywords":"Entrepreneurship; Self-employment; Earnings; Scholarship; Demographic economics; Sample (material); Sociology; Business; Economics; Economic growth; Accounting","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":[0.0003660374,0.00009888966,0.0001585972,0.0006637308,0.001066307,0.0007267434,0.0002127571,0.0002495609,0.02082553],"category_scores_gemma":[0.001008484,0.0001328802,0.0001103297,0.0006037977,0.0002410941,0.0003386343,0.0007341778,0.0002629173,0.003443981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204056,"about_ca_system_score_gemma":0.0006763612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02920465,"about_ca_topic_score_gemma":0.1044065,"domain_scores_codex":[0.9996598,0.00004705281,0.00001498838,0.00004187706,0.00009782454,0.0001385018],"domain_scores_gemma":[0.9993687,0.00006926135,0.000155322,0.00004386221,0.00008759246,0.0002752685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000185931,0.0003858214,0.6376355,0.0003638463,0.00002775567,0.001990441,0.02221004,0.00009697442,0.002974184,0.007803991,0.08471577,0.2416098],"study_design_scores_gemma":[0.00001419787,0.0001090884,0.8205488,0.0001864038,0.000008887155,0.000741602,0.01707625,0.00006659666,0.0002116637,0.0006835405,0.1603379,0.00001510021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556949,0.001494253,0.0003078496,0.0009984652,0.0001520139,0.00005911584,0.001172801,0.00003399776,0.04008675],"genre_scores_gemma":[0.9040828,0.002414168,0.0004111218,0.0008796134,0.00005147457,0.00006778405,0.001001686,0.00001081974,0.09108049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02920465,"threshold_uncertainty_score":0.06966835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277623680452003,"score_gpt":0.1877272353519949,"score_spread":0.1549509985474748,"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."}}