{"id":"W2979415593","doi":"10.4236/tel.2019.97157","title":"International Diversification, Excessive Growth, and Corporate Governance","year":2019,"lang":"en","type":"article","venue":"Theoretical Economics Letters","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Diversification (marketing strategy); Corporate governance; Business; Earnings; Earnings growth; Capital (architecture); External financing; Adverse selection; Finance; Monetary economics; Economics; Accounting; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000109098,0.0001257067,0.0001413571,0.00003765314,0.0000514201,0.0001592381,0.0002698141,0.00003820769,0.000543031],"category_scores_gemma":[0.00003583301,0.0001282023,0.00003807786,0.00007545362,0.0002377837,0.0008537037,0.0001287512,0.00009118319,0.0008011123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003070596,"about_ca_system_score_gemma":0.000007623203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003796474,"about_ca_topic_score_gemma":0.000003121898,"domain_scores_codex":[0.9992881,0.000003877703,0.0001746451,0.0002971453,0.00007032773,0.0001658692],"domain_scores_gemma":[0.9993708,0.00003781664,0.0003706426,0.0001669512,0.00004181901,0.00001197763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005538531,0.00001155015,0.08108298,0.00001836777,0.0000131339,0.000003045279,0.00001014798,0.00005137238,0.0007253613,0.9161763,0.0014049,0.0004475205],"study_design_scores_gemma":[0.00269257,0.00002070742,0.6677338,0.0000821648,0.00005907959,0.00000872936,0.00007291754,0.01118212,0.0003550443,0.2449075,0.07191382,0.0009714586],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522931,0.000009213257,0.0003630673,0.01944474,0.0005953978,0.0001202293,0.00001663361,0.00003236241,0.02712528],"genre_scores_gemma":[0.987642,0.0001089872,0.00006711028,0.01164471,0.0004208167,0.000005568372,0.00001791689,0.00001545043,0.00007741367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6712687,"threshold_uncertainty_score":0.9999769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00802878146879773,"score_gpt":0.1668174853370667,"score_spread":0.158788703868269,"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."}}