{"id":"W4200513201","doi":"10.33423/jabe.v23i5.4565","title":"Does Corporate Diversification Increase Shareholder Value? The Case of Taiwan","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shareholder value; Diversification (marketing strategy); Shareholder; Panel data; Closing (real estate); Enterprise value; Business; Monetary economics; Cash; Econometrics; Value (mathematics); Sample (material); Economics; Corporate governance; Finance; Mathematics; Statistics","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":[0.00165889,0.0002837197,0.0004570742,0.0006824668,0.0003890175,0.001397667,0.0004800265,0.00108532,0.003916903],"category_scores_gemma":[0.005313881,0.0001132471,0.0007252601,0.0005638312,0.001051623,0.001455724,0.001038575,0.0009099173,0.0001758435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008920621,"about_ca_system_score_gemma":0.0004728265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009871947,"about_ca_topic_score_gemma":0.007988149,"domain_scores_codex":[0.9994739,0.0001731299,0.0000282993,0.0001087751,0.00004462086,0.0001712422],"domain_scores_gemma":[0.9939696,0.002960759,0.001989143,0.0004190808,0.000264824,0.0003967427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007420311,0.0003183697,0.9136533,0.0001738125,0.0006971654,0.005988799,0.000872221,0.01932735,0.006312466,0.01895252,0.0009863558,0.03197563],"study_design_scores_gemma":[0.0000990543,0.00068896,0.9314712,0.0001067284,0.0008038299,0.0006538189,0.002692941,0.04132428,0.0041902,0.01436005,0.003562617,0.00004628042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955364,0.0006274917,0.0003637197,0.001008095,0.000007163084,0.000009038508,0.00005927691,0.000006086789,0.002382792],"genre_scores_gemma":[0.9994484,0.0001137203,0.00005317534,0.00004204839,0.00001047103,0.000001892823,0.00002497355,9.011841e-7,0.0003043809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009871947,"threshold_uncertainty_score":0.019629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135945335497417,"score_gpt":0.1841224565862212,"score_spread":0.162763003231247,"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."}}