{"id":"W4416535724","doi":"10.1080/00208825.2025.2589637","title":"Eyes on Africa: redefining managerial focus for untapped opportunities in Sub-saharan Africa","year":2025,"lang":"en","type":"article","venue":"International Studies of Management and Organization","topic":"Local Economic Development and Planning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Ted Rogers Centre for Heart Research; Toronto Metropolitan University","funders":"","keywords":"Focus (optics); Focus group","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002819146,0.0004319779,0.0002475395,0.001185917,0.008710495,0.005426809,0.0007857322,0.001429454,0.002901387],"category_scores_gemma":[0.006676735,0.000193257,0.0001956771,0.0008164109,0.005540054,0.003100674,0.00482866,0.00163373,0.0001772219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005811741,"about_ca_system_score_gemma":0.00743854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08909857,"about_ca_topic_score_gemma":0.2137159,"domain_scores_codex":[0.9980996,0.000875189,0.0000377635,0.0001172266,0.0001827719,0.0006875395],"domain_scores_gemma":[0.9961866,0.00189486,0.0006889584,0.000118633,0.0004922271,0.0006187311],"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":[0.00008837482,0.00004261342,0.02577935,0.0002226959,0.00001981988,0.002696374,0.9021401,0.0001639726,0.003911972,0.01132774,0.003208783,0.05039823],"study_design_scores_gemma":[0.000005994216,0.00004279652,0.01689715,0.0002347563,0.00002020932,0.0003847741,0.9427912,0.0002012277,0.000755735,0.003950569,0.03469002,0.00002556263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9570959,0.00161623,0.001449273,0.007007139,0.00008542472,0.0000362187,0.00002217523,0.00001474491,0.0326729],"genre_scores_gemma":[0.9974306,0.0003987861,0.0004701595,0.0004954929,0.000009361645,0.00000494313,0.000005120896,0.000004671442,0.001180852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08909857,"threshold_uncertainty_score":0.1771599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06556199658204699,"score_gpt":0.2991156143957416,"score_spread":0.2335536178136946,"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."}}