{"id":"W6925909462","doi":"10.19253/reme.2024.01.003","title":"SOCIO-ECONOMIC CHALLENGES HINDERING WOMEN ENTREPRENEURS’ BUSINESS SUSTAINABILITY IN GAUTENG PROVINCE","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Organic Chemistry Cycloaddition Reactions","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Sustainability; Thematic analysis; Women entrepreneurs; Qualitative research; Social capital; Entrepreneurship; Mentorship; Face (sociological concept); Qualitative property; Sociocultural evolution","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008100304,0.0004086992,0.0006968065,0.0003992517,0.0001693701,0.001216795,0.001843422,0.0002242974,0.03981773],"category_scores_gemma":[0.0004752971,0.0004412474,0.0001655922,0.0005000922,0.000170518,0.002330224,0.0009770577,0.0007810511,0.00003179743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002882121,"about_ca_system_score_gemma":0.00113793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005598601,"about_ca_topic_score_gemma":0.00008842968,"domain_scores_codex":[0.9970856,0.00007826868,0.0009557766,0.0008699287,0.0003967868,0.0006135945],"domain_scores_gemma":[0.9978481,0.0005035101,0.0004285157,0.0007421341,0.0002099591,0.0002678021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002684997,0.001208033,0.1545907,0.007906946,0.0007664578,0.0007665999,0.003265101,0.001485318,0.7304028,0.0004168525,0.01674673,0.08217599],"study_design_scores_gemma":[0.001802714,0.000007556228,0.4392495,0.002774862,0.0001682097,0.0002232925,0.008386066,0.0005609443,0.4143599,0.04066442,0.08948082,0.002321689],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755841,0.01227778,0.00002119154,0.001708725,0.0004423204,0.0002577757,0.000114391,0.0001824837,0.009411257],"genre_scores_gemma":[0.9869739,0.01109477,0.00001597617,0.00002704764,0.0003713858,0.0001443189,0.00002431294,0.00008389438,0.001264418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3160429,"threshold_uncertainty_score":0.9998201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107480387815791,"score_gpt":0.4736764835937189,"score_spread":0.3629284448121398,"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."}}