{"id":"W4416025784","doi":"10.55248/gengpi.6.1025.36104","title":"Turnaround Strategies and Performance of Commercial Banks in Nairobi City County, Kenya","year":2025,"lang":"","type":"article","venue":"International Journal of Research Publication and Reviews","topic":"Corporate Insolvency and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Government (linguistics); Quarter (Canadian coin); Kenya","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000802779,0.0003883277,0.0002442384,0.001113463,0.00221549,0.001635318,0.0003729498,0.000636939,0.002039664],"category_scores_gemma":[0.002051157,0.0002847744,0.0001676809,0.001395859,0.0009807732,0.000760159,0.0009144912,0.000426569,0.0005406708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002899788,"about_ca_system_score_gemma":0.002340311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1223547,"about_ca_topic_score_gemma":0.3523557,"domain_scores_codex":[0.9994387,0.0001302925,0.00005333679,0.00007736995,0.00009761775,0.0002026365],"domain_scores_gemma":[0.9984968,0.0001770439,0.0006517383,0.00002909798,0.0002949838,0.0003504715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001464365,0.0003156992,0.9762127,0.00005877741,0.000025943,0.0004017324,0.01123558,0.0002610963,0.001290458,0.0001753132,0.0005414289,0.009334935],"study_design_scores_gemma":[0.000005923608,0.0001489517,0.9782661,0.00004502673,0.00001085765,0.00008499913,0.02032139,0.0002125154,0.0001554072,0.00002622222,0.0007099489,0.00001267632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993475,0.00006110373,0.00000551878,0.00004854788,7.656651e-7,0.00001072834,0.00004797496,5.677083e-7,0.0004773518],"genre_scores_gemma":[0.9991103,0.0001704919,0.00005925756,0.00002625541,0.000001333174,0.00001473358,0.00009274194,6.223175e-7,0.0005243007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223547,"threshold_uncertainty_score":0.2432851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08656442534186566,"score_gpt":0.3857720888515043,"score_spread":0.2992076635096386,"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."}}