{"id":"W4206730639","doi":"10.1108/jmh-11-2021-0061","title":"Towards advancing African management scholarship","year":2022,"lang":"en","type":"article","venue":"Journal of Management History","topic":"Global and Cross-Cultural Management","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Indigenous; Sociology; Scholarship; Environmental ethics; Ethos; Epistemology; Social science; Political science; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002851252,0.000153729,0.0002298685,0.0003444825,0.000918513,0.00007470545,0.00101431,0.00002405908,0.002192711],"category_scores_gemma":[0.00002942417,0.0001503913,0.0002323377,0.0004019835,0.0001493103,0.0005258544,0.0005419716,0.0003426438,0.00003948116],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004823241,"about_ca_system_score_gemma":0.00007590576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001154265,"about_ca_topic_score_gemma":0.00005474719,"domain_scores_codex":[0.9968492,0.00030263,0.0004817048,0.0002205314,0.001674093,0.0004718608],"domain_scores_gemma":[0.9989523,0.00001570587,0.0004968674,0.0002170304,0.000119978,0.0001980839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002363321,0.0005573135,0.0007803275,0.0001798843,0.0005850908,0.001644931,0.007529118,0.001142499,0.00002545308,0.4409831,0.3647376,0.1815984],"study_design_scores_gemma":[0.0005039396,0.0001140077,0.003544722,0.0000247136,0.0001282708,0.00000623427,0.03877063,0.000002423537,0.000001291409,0.003789497,0.9529403,0.0001739923],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02785886,0.003131401,0.0003978177,0.005067133,0.00440769,0.0005193237,0.000003051375,0.00008165349,0.958533],"genre_scores_gemma":[0.9318059,0.001022486,0.00396026,0.002131745,0.0003517987,0.0000415589,0.000002128501,0.00002146104,0.06066264],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9039471,"threshold_uncertainty_score":0.9989971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304374103792887,"score_gpt":0.2783548237114375,"score_spread":0.2553110826735087,"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."}}