{"id":"W4323921672","doi":"10.1111/1911-3846.12860","title":"Investor relations and investment efficiency","year":2023,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"PotashCorp (Canada); University of Saskatchewan","funders":"University of Calgary","keywords":"Endogeneity; Business; Intermediary; Investment (military); Institutional investor; Sample (material); Control (management); Finance; Financial economics; Monetary economics; Microeconomics; Economics; Econometrics; Management","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.003242095,0.000199315,0.0003445136,0.00115051,0.0003501127,0.002448014,0.0002964804,0.0004032414,0.006592441],"category_scores_gemma":[0.02310152,0.0001234411,0.0001796079,0.001581045,0.0009089304,0.001458994,0.001074193,0.0005796722,0.0005812235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009668588,"about_ca_system_score_gemma":0.0004021832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303863,"about_ca_topic_score_gemma":0.00141453,"domain_scores_codex":[0.9983795,0.0006073304,0.0001570773,0.0002217313,0.0003479758,0.0002863233],"domain_scores_gemma":[0.9631618,0.01542801,0.01739006,0.001714597,0.001081489,0.001224045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001824682,0.0002304925,0.9023913,0.00008196987,0.0002723471,0.000158063,0.000599313,0.008544051,0.0006966993,0.0403378,0.001910975,0.04459458],"study_design_scores_gemma":[0.00002986693,0.0001459786,0.9400743,0.0000718977,0.00009033175,0.0001804425,0.0009938797,0.01163352,0.001653084,0.03660059,0.00849853,0.00002754947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616135,0.0009616477,0.004658099,0.0008832582,0.0000142072,0.00003970178,0.0003898051,0.00002959835,0.03141016],"genre_scores_gemma":[0.998288,0.0001135837,0.0002465405,0.00002738527,0.00001708077,0.000005339259,0.0000926338,0.000002963001,0.00120646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006592441,"threshold_uncertainty_score":0.02205396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1382061974637091,"score_gpt":0.3099193187476599,"score_spread":0.1717131212839508,"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."}}