{"id":"W4402827180","doi":"10.1007/s40804-024-00326-5","title":"How It Matters Who Makes Corporate Rules","year":2024,"lang":"en","type":"article","venue":"European Business Organization Law Review","topic":"Law, Economics, and Judicial Systems","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"European Union law; Business; Law and economics; Political science; Accounting; European union; Economics; International trade","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007360752,0.0002146008,0.0006241449,0.0001088365,0.0001564163,0.0008617987,0.0003240313,0.00004640307,0.001004694],"category_scores_gemma":[0.0001622677,0.0002621553,0.0000861029,0.0009082762,0.0001214156,0.0007020936,0.00008904557,0.00009457591,0.01101317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009392785,"about_ca_system_score_gemma":0.0000238874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007214594,"about_ca_topic_score_gemma":0.00001463433,"domain_scores_codex":[0.9982666,0.0000726706,0.0008280656,0.0005507802,0.00004260748,0.0002392208],"domain_scores_gemma":[0.9987833,0.00002526388,0.0005288461,0.0004142518,0.000163244,0.00008511534],"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":[7.339272e-7,0.0000179197,0.0009819773,0.003080949,0.0000526173,0.00002809745,0.00007183693,0.000007700019,0.000008801034,0.9104902,0.08440292,0.0008562182],"study_design_scores_gemma":[0.0001100594,0.000006853685,0.002326766,0.00213657,0.00002570651,0.00002298942,0.000006755856,0.00004753987,0.000009884739,0.003871262,0.9910733,0.0003623173],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003851178,0.3967154,0.03824203,0.1871464,0.009685183,0.00221775,0.0008791039,0.001446686,0.3598163],"genre_scores_gemma":[0.7304496,0.2025759,0.0004042904,0.04805,0.0029088,0.00002293924,0.0009433101,0.0006563616,0.01398887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9066704,"threshold_uncertainty_score":0.9999831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183563129541753,"score_gpt":0.2022427152253638,"score_spread":0.1604070839299463,"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."}}