{"id":"W4415316500","doi":"10.1016/j.jbvi.2025.e00578","title":"Hard on the business, soft on the person: How volunteer mentors manage trauma-related vulnerabilities in refugee entrepreneurship support programmes","year":2025,"lang":"en","type":"article","venue":"Journal of Business Venturing Insights","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Entrepreneurship; Refugee; Independence (probability theory); Empowerment; Mentorship; Human resources","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":[0.0009131978,0.000315745,0.0004215507,0.0005208383,0.0003395948,0.0001828839,0.0004978312,0.0001831953,0.0004282176],"category_scores_gemma":[0.0003549937,0.0001711235,0.0001754887,0.001078718,0.0001506249,0.0002179239,0.00002778483,0.0008101534,0.00003981083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001768264,"about_ca_system_score_gemma":0.0001413211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001116473,"about_ca_topic_score_gemma":0.0002103878,"domain_scores_codex":[0.997523,0.0004850041,0.0006839698,0.0003415691,0.0005040245,0.0004624938],"domain_scores_gemma":[0.997901,0.0005623584,0.0005319773,0.0005329184,0.0003880013,0.00008372275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0101407,0.01076457,0.180631,0.002756555,0.003252357,0.002683593,0.2310217,0.004140626,0.0004618237,0.2708981,0.1926319,0.09061711],"study_design_scores_gemma":[0.001820334,0.0002845521,0.9174792,0.0009319939,0.0001016313,0.00006992201,0.00480639,0.00003485629,0.0003631515,0.00245415,0.07139928,0.000254523],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957775,0.0009581677,0.00003284334,0.03477811,0.002563581,0.0005679081,0.000003166821,0.00003549891,0.003285729],"genre_scores_gemma":[0.9915017,0.00008248254,0.00001204224,0.001039142,0.0002831618,0.00005751156,0.000007282811,0.00002777592,0.006988843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7368482,"threshold_uncertainty_score":0.6978214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0317183750021511,"score_gpt":0.2743921908527551,"score_spread":0.242673815850604,"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."}}