{"id":"W3124217757","doi":"","title":"Reputation, Diversification and Organizational Explanations of Performance in Professional Service Firms","year":2004,"lang":"en","type":"article","venue":"","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Alberta","funders":"","keywords":"Diversification (marketing strategy); Reputation; Business; Professional services; Workforce; Competitive advantage; Marketing; Service (business); Industrial organization; Public relations; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004357427,0.0002802401,0.0003971124,0.002735612,0.001491453,0.003040945,0.0007255659,0.001378485,0.003761259],"category_scores_gemma":[0.01711553,0.000168965,0.0004037669,0.001695748,0.00315367,0.001851606,0.002864999,0.0007325365,0.0003944216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002294986,"about_ca_system_score_gemma":0.001082563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009449202,"about_ca_topic_score_gemma":0.007274783,"domain_scores_codex":[0.9982298,0.0007974728,0.00007936858,0.0001736165,0.000228932,0.0004908213],"domain_scores_gemma":[0.964146,0.01260531,0.01246463,0.002039014,0.001939238,0.00680593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002407689,0.0004051937,0.9646149,0.0000348204,0.00007787751,0.0002951408,0.002361844,0.003681683,0.0002956705,0.01126002,0.001029212,0.01570304],"study_design_scores_gemma":[0.00004592618,0.0002068716,0.9754366,0.00002276307,0.00002937603,0.0001294745,0.002424821,0.006557414,0.00008696154,0.01434182,0.0006937898,0.00002438707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922318,0.0004369735,0.000405886,0.001063193,0.000007155802,0.00001336756,0.00003161781,0.00001098132,0.005798899],"genre_scores_gemma":[0.9997591,0.00003120516,0.00002782685,0.00001841854,0.00001008122,0.00000208764,0.00001297071,8.839509e-7,0.0001374518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009449202,"threshold_uncertainty_score":0.02304453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008939442525734049,"score_gpt":0.1955547154109359,"score_spread":0.1866152728852018,"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."}}