{"id":"W4283653217","doi":"10.3390/jrfm15070283","title":"Driving SMEs’ Performance in South Africa: Investigating the Role of Performance Appraisal Practices and Managerial Competencies","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Performance appraisal; Business; Structural equation modeling; Context (archaeology); Small and medium-sized enterprises; Conceptual model; Conceptual framework; Knowledge management; Marketing; Management; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001433967,0.0001599851,0.0002869856,0.000426116,0.0006091629,0.0001352425,0.0003106989,0.00003018796,0.00001239994],"category_scores_gemma":[0.0001751112,0.000117535,0.00004728743,0.000638475,0.0001321398,0.001406465,0.0006367711,0.0003976183,0.000001204901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002296009,"about_ca_system_score_gemma":0.00002695591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005373498,"about_ca_topic_score_gemma":0.00001815404,"domain_scores_codex":[0.9985764,0.00003356665,0.0005430644,0.0001667055,0.0004441603,0.0002360923],"domain_scores_gemma":[0.9982187,0.00008483688,0.00147412,0.0001282534,0.00007966669,0.00001445984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001824903,0.00006842851,0.8795267,0.0003443969,0.00001463263,0.00001174797,0.002663967,0.001757311,0.00008795529,0.002927244,0.00004818457,0.112367],"study_design_scores_gemma":[0.0009189412,0.00007879413,0.8714142,0.0002031973,0.00009657453,0.00000857911,0.01077154,0.01267213,0.00001767703,0.0005140313,0.1031214,0.0001828861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961575,0.001087169,0.00007618946,0.00008554412,0.0004684418,0.0001584885,0.000001359619,0.00000890541,0.001956437],"genre_scores_gemma":[0.9981571,0.0009410221,0.0003536873,0.00009843532,0.0004056462,0.00001390652,0.000001460718,0.00001207239,0.00001664827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1121841,"threshold_uncertainty_score":0.4792939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191326904162088,"score_gpt":0.2100723767052698,"score_spread":0.1981591076636489,"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."}}