{"id":"W2165520592","doi":"10.1068/a43480","title":"Channels of Convergence: Investor Engagement and Interlocked Directorates","year":2011,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Convergence (economics); Divergence (linguistics); Distribution (mathematics); Industrial organization; Geopolitics; Institutional investor; Pipeline (software); Business; Pipeline transport; Sample (material); Tacit knowledge; Population; Economic geography; Economics; Economic system; Sociology; Finance; Political science; Knowledge management; Economic growth; Engineering; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006104499,0.0002513075,0.0005321365,0.003838822,0.002525798,0.01020039,0.0009068729,0.001832087,0.01314196],"category_scores_gemma":[0.03039761,0.0004126283,0.0003997504,0.003473553,0.009814993,0.01904621,0.01290111,0.002444019,0.0008377511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002877138,"about_ca_system_score_gemma":0.001961025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002049838,"about_ca_topic_score_gemma":0.001581971,"domain_scores_codex":[0.9928393,0.003587399,0.0003208542,0.0008625594,0.001112804,0.001277054],"domain_scores_gemma":[0.9827419,0.009344,0.003012395,0.001915555,0.001796904,0.001189223],"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":[0.0003037102,0.0001288222,0.05761803,0.0001468037,0.00003792149,0.001080435,0.05669029,0.001411799,0.001129005,0.7907878,0.002196084,0.08846925],"study_design_scores_gemma":[0.0002106659,0.0005474349,0.08217712,0.0009684129,0.0001190499,0.001881083,0.121318,0.009975185,0.003219039,0.6591737,0.1202638,0.0001464876],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6797884,0.001215128,0.04572642,0.008904038,0.00008350032,0.0001617131,0.0001465025,0.0002000926,0.2637743],"genre_scores_gemma":[0.9927741,0.0002642836,0.002563452,0.0002312424,0.00003584845,0.00004970783,0.00003130206,0.00002547749,0.004024542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01314196,"threshold_uncertainty_score":0.04396421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03774492742851442,"score_gpt":0.1863005387615407,"score_spread":0.1485556113330262,"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."}}