{"id":"W3090030095","doi":"10.17722/ijme.v14i1.1127","title":"Corporate Strategy for Medium Scale Manufacturing Enterprises in Kenya","year":2019,"lang":"en","type":"article","venue":"International Journal of Management Excellence","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Business; Unit (ring theory); Strategic business unit; Small and medium-sized enterprises; Scale (ratio); Strategic management; Industrial organization; Competitive advantage; Manufacturing sector; Sustainable development; Marketing; Economics; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072769,0.0001457251,0.00009717135,0.0011244,0.002395188,0.001879059,0.0002444553,0.0004525833,0.00466555],"category_scores_gemma":[0.002528356,0.0001409,0.00007825127,0.001277933,0.0004625277,0.001187129,0.0009116534,0.0004933329,0.0003628357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003586181,"about_ca_system_score_gemma":0.00469134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02307653,"about_ca_topic_score_gemma":0.06118831,"domain_scores_codex":[0.99932,0.0001936873,0.00005287367,0.00004192568,0.0001932484,0.0001982862],"domain_scores_gemma":[0.9984654,0.0004015956,0.0003971907,0.00002394267,0.0003156853,0.0003962372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002297923,0.0007787828,0.6312243,0.0007096622,0.00002684051,0.002472056,0.09560248,0.0006199821,0.003517444,0.02591713,0.01800988,0.2208916],"study_design_scores_gemma":[0.00001391071,0.0002752536,0.7703734,0.0004735923,0.000008310436,0.0005208313,0.1739438,0.000621625,0.0005714202,0.001030208,0.05213287,0.00003475011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626697,0.001356139,0.0001513412,0.001905996,0.00001586636,0.0002049103,0.0002522135,0.000004093002,0.03343963],"genre_scores_gemma":[0.9939593,0.0007660311,0.0004142156,0.0001448463,0.00000382483,0.00008689422,0.0001544839,0.000001630323,0.004468719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02307653,"threshold_uncertainty_score":0.04588443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204387269267443,"score_gpt":0.2447499418373815,"score_spread":0.2227060691447071,"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."}}