{"id":"W4401523415","doi":"10.1016/j.jcae.2024.100439","title":"The bright side of staggered boards: Evidence from labor investment efficiency","year":2024,"lang":"en","type":"article","venue":"Journal of Contemporary Accounting & Economics","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Đại học Đà Nẵng; Algoma University; Ho Chi Minh City University of Economics and Finance","keywords":"Investment (military); Shareholder; Business; Labour economics; Accounting; Monetary economics; Finance; Economics; Corporate governance; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.005926907,0.0002101278,0.0004968923,0.001300189,0.001363412,0.003049051,0.001040181,0.001802081,0.01975209],"category_scores_gemma":[0.0397649,0.00032073,0.0002415283,0.001448978,0.003173152,0.002348462,0.001423434,0.001723324,0.001539434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008354369,"about_ca_system_score_gemma":0.0007322333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004627903,"about_ca_topic_score_gemma":0.007567952,"domain_scores_codex":[0.9971194,0.001295574,0.0001051251,0.0003497587,0.0005557232,0.000574516],"domain_scores_gemma":[0.9275984,0.04272231,0.01755495,0.004157115,0.003398309,0.00456888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003992191,0.002211542,0.7398911,0.0002507844,0.0005144106,0.0005563492,0.004192341,0.004190596,0.001579299,0.0902645,0.01402805,0.1383289],"study_design_scores_gemma":[0.0008125753,0.001451019,0.8822194,0.0001929734,0.0005093283,0.000191502,0.008467602,0.003842418,0.002019824,0.08204635,0.01819192,0.00005519429],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602615,0.0008925282,0.001006728,0.002550009,0.00004180493,0.00002786911,0.0001328667,0.00001840262,0.03506842],"genre_scores_gemma":[0.9964731,0.0002006458,0.0001288298,0.0002487212,0.00003738677,0.000005842572,0.00006998156,0.0000053115,0.002830029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01975209,"threshold_uncertainty_score":0.06607729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462508471268471,"score_gpt":0.2234654424175402,"score_spread":0.1988403577048555,"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."}}