{"id":"W4385214522","doi":"10.5465/amproc.2023.17002symposium","title":"Entrepreneurship and Social Change: Putting People at the Center of Social Transformation in Africa","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Social transformation; Center (category theory); Social change; Transformation (genetics); Social entrepreneurship; Entrepreneurship; Sociology; Political science; Economic growth; Economics","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":[0.004450154,0.0004862241,0.0003806496,0.001470706,0.01247495,0.01000222,0.0008495443,0.002694899,0.003499527],"category_scores_gemma":[0.003564249,0.0003205399,0.0002920665,0.001875283,0.0120852,0.01239571,0.01133246,0.003484719,0.0002591795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003728175,"about_ca_system_score_gemma":0.007516701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002704419,"about_ca_topic_score_gemma":0.006763989,"domain_scores_codex":[0.9976083,0.001457964,0.00006132805,0.0001266258,0.0001265533,0.0006192385],"domain_scores_gemma":[0.9984722,0.0007093477,0.0002018635,0.00004170475,0.00006981422,0.0005049903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004753145,0.00014093,0.006111613,0.001337586,0.00001330829,0.001416961,0.6616394,0.0001247564,0.0006725282,0.1823792,0.01043996,0.1356763],"study_design_scores_gemma":[0.000008816721,0.0001050727,0.007332187,0.002958411,0.00002416946,0.0006133163,0.7125786,0.0001934454,0.0004583727,0.0492935,0.2264112,0.00002287034],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4686038,0.1511646,0.003555555,0.2662181,0.005182788,0.0002058924,0.00004484328,0.00003085965,0.1049935],"genre_scores_gemma":[0.9265702,0.06140077,0.001101437,0.005294662,0.0006555698,0.00008830851,0.00001285804,0.00001373257,0.004862509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01247495,"threshold_uncertainty_score":0.02704996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04625159252444914,"score_gpt":0.2578830451385289,"score_spread":0.2116314526140798,"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."}}