{"id":"W4414320250","doi":"10.53703/001c.143464","title":"The Confluence of Gender and Entrepreneurship: Moving Research Forward by Embracing Parallel Research Streams","year":2025,"lang":"en","type":"article","venue":"Journal of Small Business Strategy","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scholarship; Entrepreneurship; Intersection (aeronautics); Feminism; Curriculum; Dynamics (music); Qualitative research; Qualitative property","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003944771,0.0001924783,0.0003772751,0.000508215,0.0008550945,0.0007573484,0.0007305748,0.00009697794,0.00002240799],"category_scores_gemma":[0.001357013,0.0001289042,0.00008399251,0.001558525,0.0006723381,0.0008519992,0.0004659204,0.0006760479,0.000004655193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004051706,"about_ca_system_score_gemma":0.000187597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039966,"about_ca_topic_score_gemma":0.0001418824,"domain_scores_codex":[0.9972844,0.0001384299,0.0008041801,0.0003037862,0.0008415206,0.0006277075],"domain_scores_gemma":[0.9944364,0.001038802,0.0005081624,0.0003060345,0.003678516,0.00003208206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001443545,0.0005489032,0.6304156,0.002798777,0.0007328033,0.0001372921,0.0007050107,0.007206025,0.01636363,0.1995818,0.02304316,0.1170234],"study_design_scores_gemma":[0.004221759,0.0002931411,0.7512714,0.003136605,0.0003381297,0.000056296,0.03946788,0.002261702,0.002558798,0.1497108,0.04574662,0.0009368524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708884,0.01089104,0.0001451445,0.002624611,0.0002945528,0.0002514874,0.000002323211,0.00001312606,0.01488936],"genre_scores_gemma":[0.9968268,0.002308262,0.00006074399,0.0001410946,0.0002763579,0.00000880145,0.000001400495,0.00001492118,0.0003615757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1208558,"threshold_uncertainty_score":0.7303128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08976178018926866,"score_gpt":0.340022399527553,"score_spread":0.2502606193382844,"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."}}