{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007318654,0.0001282929,0.0002424065,0.0002356534,0.0001602729,0.0001137963,0.0003181718,0.00003431936,0.000007827151],"category_scores_gemma":[0.0001062509,0.00006332572,0.00005133554,0.0003490196,0.00007234621,0.0005714364,0.0004266364,0.0001436555,1.60369e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001602855,"about_ca_system_score_gemma":0.00006578989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001459279,"about_ca_topic_score_gemma":0.000620348,"domain_scores_codex":[0.9988207,0.00001769854,0.0007145465,0.0001003471,0.000167969,0.0001787054],"domain_scores_gemma":[0.9991038,0.0001426452,0.0005030539,0.0001179251,0.0001258821,0.000006730867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002151922,0.0000538132,0.8931055,0.0001134348,0.00002754892,0.000003649233,0.003607154,0.0005246694,0.00002626668,0.0002828453,0.00001821034,0.1020217],"study_design_scores_gemma":[0.0005595228,0.000008782783,0.9819494,0.001197932,0.00001499616,0.000004572053,0.007144899,0.0002145573,0.0001013131,0.0005065528,0.008224291,0.00007316496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973534,0.0005094211,0.0001063692,0.0005412333,0.0002696686,0.0001536317,3.742518e-7,0.000001701874,0.00106423],"genre_scores_gemma":[0.9992512,0.0002413019,0.00009892241,0.0003443759,0.00005234803,0.000004873964,3.038293e-7,0.000003916289,0.000002748774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1019485,"threshold_uncertainty_score":0.2582348,"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."}}