{"id":"W4398250316","doi":"10.1017/9781009170628.009","title":"Proxy Advisors","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Corporate Taxation and Avoidance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003962558,0.0004991193,0.0004651255,0.001727519,0.003296755,0.006838044,0.001109727,0.002850391,0.09515859],"category_scores_gemma":[0.01455866,0.0003861245,0.0003292013,0.002852477,0.003046925,0.00703612,0.003172319,0.004726828,0.02706818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479736,"about_ca_system_score_gemma":0.002590528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002302448,"about_ca_topic_score_gemma":0.003806065,"domain_scores_codex":[0.9957087,0.001675952,0.0002378402,0.0005686816,0.001335454,0.0004733254],"domain_scores_gemma":[0.9924252,0.003710578,0.0006092957,0.001149853,0.001225184,0.0008798702],"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":[0.00004424689,0.00003637291,0.0009275289,0.0001589135,0.00000513681,0.0001868705,0.003314388,0.0002113835,0.0003194638,0.571515,0.2542094,0.1690713],"study_design_scores_gemma":[0.000003669048,0.000007267466,0.000173777,0.0001025824,0.000001858144,0.00009373089,0.000349788,0.00008360954,0.0001154796,0.008569855,0.9904925,0.000005908769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003500861,0.01397815,0.008883219,0.0111703,0.002625526,0.00006864455,0.0001772399,0.0004048228,0.9591911],"genre_scores_gemma":[0.07256025,0.008827934,0.003510518,0.005686548,0.001220561,0.00007685888,0.000192035,0.0002708618,0.9076544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09515859,"threshold_uncertainty_score":0.3183372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079112284144736,"score_gpt":0.1826838594282953,"score_spread":0.161892736586848,"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."}}