{"id":"W1997731955","doi":"10.1080/08276331.2001.10593297","title":"Entrepreneurial Networks in the Micro-Business Sector: Examining Differences Across Gender and Business Stage","year":2001,"lang":"en","type":"article","venue":"Journal of Small Business & Entrepreneurship","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Nova scotia; Variety (cybernetics); Women entrepreneurs; Business; Business networking; Entrepreneurship; Marketing; Small business; Public relations; Sociology; Political science; Business model; Electronic business; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00159508,0.0007250938,0.0009965857,0.0004996214,0.0005017145,0.00146294,0.001321901,0.0002387901,0.0001879855],"category_scores_gemma":[0.0009490493,0.0005046573,0.0001664344,0.003084632,0.0003873305,0.001863843,0.0005557511,0.0006735722,0.00001484655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005655656,"about_ca_system_score_gemma":0.00008385776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009000297,"about_ca_topic_score_gemma":0.0006996659,"domain_scores_codex":[0.9956436,0.0001728398,0.00144401,0.0007802538,0.0008256841,0.001133621],"domain_scores_gemma":[0.9956964,0.0006205899,0.00156318,0.0006195378,0.001433342,0.00006690371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006512893,0.0003984885,0.9850296,0.0002532952,0.00008822422,0.0005707335,0.001051705,0.005201492,0.0003050862,0.0002729122,0.0002472649,0.005929929],"study_design_scores_gemma":[0.002149647,0.00003781932,0.9873433,0.0003775637,0.0001651848,0.0002673449,0.002898286,0.0002078952,0.00001374343,0.0004812579,0.005486411,0.0005716074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914014,0.003045403,0.0003961539,0.001581314,0.002182229,0.0003860502,0.000005267122,0.00006325838,0.0009389764],"genre_scores_gemma":[0.9914625,0.00290161,0.00009145252,0.001667532,0.003699678,0.00002146301,0.00001390862,0.00006545077,0.00007639919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005358322,"threshold_uncertainty_score":0.9997405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06755681953774789,"score_gpt":0.2512678206603272,"score_spread":0.1837110011225793,"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."}}