{"id":"W3215625297","doi":"10.1111/acfi.13168","title":"CFO facial beauty and bank loan contracting","year":2023,"lang":"en","type":"article","venue":"Accounting and Finance","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Attractiveness; Loan; Business; Beauty; Facial attractiveness; Finance; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00057158,0.0001475106,0.0002892221,0.0001210438,0.0003232668,0.000189858,0.00009047859,0.00009378794,0.00002001272],"category_scores_gemma":[0.0002181425,0.0001665145,0.00003650738,0.0002495622,0.0001055346,0.0004637202,0.00007501552,0.000146134,0.000128568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002046857,"about_ca_system_score_gemma":0.00001265853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003716856,"about_ca_topic_score_gemma":0.00002152392,"domain_scores_codex":[0.9988427,0.000005660015,0.000348541,0.0003895,0.00003129698,0.0003823524],"domain_scores_gemma":[0.9995195,0.00007625458,0.0002192097,0.0001393084,0.00001740907,0.00002834241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001834644,0.00002199698,0.239473,0.0000659303,0.00001899912,0.00001343058,0.0006311281,0.00001508078,0.0000731627,0.7300673,0.002666167,0.02693542],"study_design_scores_gemma":[0.0004464931,0.00004347652,0.6614337,0.00004161651,0.000004051794,0.0000058425,0.0001503876,0.00292121,0.00003062204,0.05864096,0.2759572,0.0003243953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759325,0.002740597,0.00004336828,0.0006372337,0.0004042803,0.0001073401,0.00004720387,0.00009171581,0.01999576],"genre_scores_gemma":[0.9957723,0.002683635,0.0001934006,0.0003111081,0.0001860134,0.00001575757,0.000008556189,0.00001730905,0.000811915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6714264,"threshold_uncertainty_score":0.6790265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02420666564206353,"score_gpt":0.2163228761376873,"score_spread":0.1921162104956238,"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."}}