{"id":"W4413450044","doi":"10.1108/jsbed-03-2024-0167","title":"Empowering female decision-making in start-ups: the role of entrepreneurial passion in the formal and informal sectors of the Tunisian economy","year":2025,"lang":"en","type":"article","venue":"Journal of Small Business and Enterprise Development","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Passion; Entrepreneurship; Business; Start up; Informal sector; Economic system; Market economy; Economics; Marketing; Labour economics; Business administration; Psychology; Finance; Social psychology","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":[0.002928806,0.000428674,0.0002496023,0.0006863968,0.003858881,0.00409183,0.0004446973,0.0006149222,0.005351225],"category_scores_gemma":[0.004141694,0.0002074054,0.000185754,0.0004747122,0.003218385,0.001697132,0.002308665,0.0009870944,0.0003626895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002586973,"about_ca_system_score_gemma":0.003226374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008382799,"about_ca_topic_score_gemma":0.01537415,"domain_scores_codex":[0.9983114,0.0008942094,0.00003670348,0.0001243072,0.0001408645,0.0004925787],"domain_scores_gemma":[0.9972162,0.001356317,0.0006196383,0.00008776555,0.0001754092,0.00054463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003254412,0.0002719402,0.260915,0.0003937929,0.00004101343,0.00485257,0.6351474,0.0002767891,0.002657318,0.0157997,0.00272164,0.07659753],"study_design_scores_gemma":[0.00001492199,0.0001826012,0.1546271,0.0005146103,0.0000286625,0.0008045634,0.7885013,0.0003700669,0.001073226,0.003143081,0.05069948,0.000040386],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877596,0.0006051121,0.0005293975,0.001651775,0.00004176398,0.00002713183,0.00003363471,0.000004203716,0.009347228],"genre_scores_gemma":[0.9967006,0.000281576,0.0001940567,0.000218678,0.000012793,0.00001296947,0.0000131713,0.000003389574,0.002562683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008382799,"threshold_uncertainty_score":0.01876992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007794829218820055,"score_gpt":0.2211531480884282,"score_spread":0.2133583188696082,"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."}}