{"id":"W4321508716","doi":"10.1108/mbr-10-2016-0037","title":"Business group prevalence and impact across countries and over time","year":2017,"lang":"en","type":"article","venue":"Multinational Business Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Concordia University","funders":"","keywords":"Originality; Perspective (graphical); Foreign direct investment; Value (mathematics); Economics; Psychology; Macroeconomics; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004596967,0.0002626009,0.0003766989,0.00004359836,0.000704233,0.0007425806,0.0003100963,0.00005738042,0.0002688894],"category_scores_gemma":[0.0006728189,0.0002144971,0.00004570626,0.0002750609,0.0002577575,0.003289598,0.000337738,0.0000810415,0.0001588992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002778191,"about_ca_system_score_gemma":0.00003392843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004383121,"about_ca_topic_score_gemma":0.00004836127,"domain_scores_codex":[0.9987026,0.000007681637,0.0002904907,0.0003962129,0.0003378048,0.0002652089],"domain_scores_gemma":[0.998139,0.0000452792,0.0006975185,0.0003702411,0.0007314163,0.00001654981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004744819,0.00007582871,0.9406767,0.01522721,0.000027033,0.00002356421,0.00001144536,0.000007012523,0.00006396973,0.00336028,0.007962734,0.03251678],"study_design_scores_gemma":[0.000505065,0.000002302628,0.8628001,0.003001932,0.00004721508,0.00001037136,4.820523e-7,0.0004328577,5.544063e-7,0.0001699012,0.132781,0.0002482961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385456,0.05189625,0.0001875815,0.006964364,0.0003005591,0.0008592587,0.0001696809,0.00008839905,0.0009882924],"genre_scores_gemma":[0.9231048,0.0703402,0.000125769,0.003941788,0.000855309,0.00007751292,0.00009843694,0.0000455382,0.001410675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1248183,"threshold_uncertainty_score":0.8746938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01989340571727257,"score_gpt":0.2894520907091211,"score_spread":0.2695586849918486,"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."}}