{"id":"W2099689179","doi":"10.5539/ijef.v5n12p12","title":"An Investigation of the Business Performance and Manager Compensation of Taiwanese Non-Family-Controlled and Family-Controlled International Businesses","year":2013,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Family Business Performance and Succession","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shareholder; Compensation (psychology); Accounting; Business; Control (management); Family business; Corporate governance; Finance; Marketing; Economics; Management","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":[0.0003858427,0.0001592665,0.0004462215,0.0003157255,0.00008283259,0.000221517,0.0003558275,0.00006484613,0.0000110075],"category_scores_gemma":[0.00006147887,0.0001118482,0.00006194261,0.0001445891,0.0001882171,0.003028985,0.0001118628,0.00009963215,0.000001516693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002050531,"about_ca_system_score_gemma":0.00004863069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002520318,"about_ca_topic_score_gemma":0.00001802602,"domain_scores_codex":[0.9987851,0.00001010408,0.0007688667,0.0001586164,0.0001736366,0.0001036239],"domain_scores_gemma":[0.9972176,0.00005579041,0.001341924,0.0001176734,0.00125422,0.00001280332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004456807,0.0003354404,0.8507236,0.0004686633,0.0005659455,0.000006557367,0.0005564333,0.02827707,0.02073043,0.01395106,0.000647275,0.07928073],"study_design_scores_gemma":[0.00565204,0.00001922331,0.8320849,0.0002163606,0.00003852909,0.000009513255,0.000154992,0.1597684,0.0001029745,0.001437682,0.0004005587,0.0001149012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964431,0.0002635014,0.00008199486,0.001476192,0.0009986935,0.0002555593,0.000003900844,0.000002964513,0.0004740921],"genre_scores_gemma":[0.9956926,0.002955238,0.0002865956,0.000594394,0.0004047898,0.00001123394,0.00000851086,0.00001185989,0.00003478935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1314913,"threshold_uncertainty_score":0.4561039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008770648929870423,"score_gpt":0.1962142599774987,"score_spread":0.1874436110476282,"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."}}