{"id":"W4409001292","doi":"10.3390/jrfm18040183","title":"Analysis of Solidarity Mechanisms Affecting the Performance of Ethnic Minority Business Groups in Africa","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Saint Mary's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Ethnic group; Solidarity; Political science; Gender studies; Sociology; Anthropology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0009832521,0.0002100815,0.0001869452,0.0009463063,0.0006083463,0.0007582035,0.0002229455,0.0001999643,0.001325299],"category_scores_gemma":[0.002973583,0.00007847934,0.0001993979,0.001189514,0.0004649489,0.0004512183,0.0008467388,0.0002402323,0.0001643211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003855652,"about_ca_system_score_gemma":0.0005120336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008436351,"about_ca_topic_score_gemma":0.0127081,"domain_scores_codex":[0.999471,0.0002578806,0.00002540813,0.00004247382,0.00004572211,0.0001575357],"domain_scores_gemma":[0.9979824,0.0005521764,0.0009152927,0.00009657216,0.000183818,0.0002697287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000672485,0.00004313782,0.9916456,0.00001081821,0.00003486059,0.0001405297,0.002122683,0.0001499426,0.0006125385,0.0003507299,0.00005802022,0.004763879],"study_design_scores_gemma":[0.000001790544,0.0000455895,0.9931734,0.00001633165,0.00001918905,0.00005105056,0.005665378,0.0004513965,0.0001826218,0.0001084872,0.0002816406,0.000003082579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996166,0.00002776597,0.00003985409,0.00001837853,6.034207e-7,0.000002231602,0.0000182989,2.742316e-7,0.0002760132],"genre_scores_gemma":[0.9998507,0.00001844303,0.00002970416,0.000002762185,9.318209e-7,0.000001637866,0.00001917632,3.259704e-7,0.00007631995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008436351,"threshold_uncertainty_score":0.01677448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466177170981345,"score_gpt":0.2606133326926183,"score_spread":0.2459515609828049,"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."}}