{"id":"W2912126940","doi":"10.1111/1468-2230.12415","title":"Thinking Outside the Box – Eliminating the Perniciousness of Box‐Ticking in the New Corporate Governance Code","year":2019,"lang":"en","type":"article","venue":"Modern Law Review","topic":"Corporate Law and Human Rights","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Flexibility (engineering); Code (set theory); Process (computing); Business; Compliance (psychology); Quarter (Canadian coin); Accounting; Law and economics; Computer science; Management; Sociology; Economics; Psychology; Finance; History; Social psychology; Programming language; Set (abstract data type)","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":[0.01486548,0.0002356556,0.0003171524,0.001471665,0.004817283,0.01063076,0.0008687116,0.005851084,0.003128228],"category_scores_gemma":[0.03691826,0.0003551258,0.0003046566,0.001171955,0.02781272,0.01201887,0.003522957,0.009611513,0.0005784897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006328361,"about_ca_system_score_gemma":0.01188506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01888186,"about_ca_topic_score_gemma":0.02114307,"domain_scores_codex":[0.9845304,0.00797035,0.0004786141,0.0009671724,0.004662031,0.00139144],"domain_scores_gemma":[0.969599,0.01978274,0.001748608,0.002398358,0.005473952,0.0009972857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000874162,0.000007553606,0.0002187774,0.00002858847,0.000001551426,0.00004363351,0.002318765,0.0001615459,0.00007457659,0.9604489,0.02757137,0.009115987],"study_design_scores_gemma":[0.00002094984,0.0000476548,0.00136263,0.0009063527,0.000008562961,0.0001152652,0.003150004,0.001006567,0.0008244517,0.2930337,0.6994484,0.00007527867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05559737,0.02165416,0.04225908,0.5546495,0.01043717,0.0001298744,0.0001423371,0.0002150696,0.3149154],"genre_scores_gemma":[0.8322618,0.007318576,0.01161243,0.07739221,0.004245008,0.0001844216,0.0001072552,0.0002353194,0.06664296],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01888186,"threshold_uncertainty_score":0.0786171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03591423212146928,"score_gpt":0.2388890618892884,"score_spread":0.2029748297678191,"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."}}