{"id":"W3120521676","doi":"10.3390/jrfm14010033","title":"Governance Vis-à-Vis Investment Efficiency: Substitutes or Complementary in Their Effects on Disclosure Practice","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Accounting; Investment (military); Business; Affect (linguistics); Narrative; Empirical evidence; Tone (literature); Economics; Finance; Political science; Psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.006152006,0.0002403633,0.0004295447,0.001110388,0.0003156084,0.002517123,0.0003680052,0.0005753603,0.003834649],"category_scores_gemma":[0.04241599,0.0002055601,0.000477551,0.00117635,0.00190966,0.001690875,0.002107987,0.000874691,0.0003684498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006238082,"about_ca_system_score_gemma":0.0005050795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746673,"about_ca_topic_score_gemma":0.002685018,"domain_scores_codex":[0.992823,0.003946834,0.0006697587,0.0007408877,0.001246677,0.0005728777],"domain_scores_gemma":[0.8363979,0.08305407,0.0666682,0.006784142,0.003471737,0.003623974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001633163,0.000124625,0.9726566,0.0000705015,0.0002939172,0.0001267139,0.0007795984,0.0009506202,0.0005852514,0.004023504,0.0002938874,0.01993132],"study_design_scores_gemma":[0.00001591273,0.0001620605,0.9916561,0.0001057091,0.0001485382,0.0001014894,0.001172348,0.001416954,0.0006591771,0.003012947,0.001531036,0.00001790367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845759,0.001813433,0.001702969,0.001137449,0.0000246667,0.00002597384,0.0001606835,0.00002080098,0.01053828],"genre_scores_gemma":[0.999046,0.0001823987,0.0001603808,0.00005289926,0.00001575843,0.000003174752,0.000042964,0.000003949397,0.0004924893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006152006,"threshold_uncertainty_score":0.03253531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007249099798695725,"score_gpt":0.2159708502416913,"score_spread":0.2087217504429956,"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."}}