{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007171493,0.000123215,0.0001480286,0.0004143033,0.0002839581,0.0007471752,0.0001016737,0.0002466756,0.008568205],"category_scores_gemma":[0.004009208,0.00006524781,0.000191564,0.0003507847,0.0003541781,0.0002096629,0.0003965998,0.0003482379,0.0004093963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003432297,"about_ca_system_score_gemma":0.0001471962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479504,"about_ca_topic_score_gemma":0.002897457,"domain_scores_codex":[0.9997525,0.0000842001,0.00001249517,0.00002978298,0.00007422531,0.00004682814],"domain_scores_gemma":[0.9964923,0.0009866204,0.001665951,0.0001483153,0.0002397241,0.0004670396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006725798,0.0002145665,0.952148,0.00003997657,0.00006169465,0.0002241188,0.0005497148,0.001042704,0.008643141,0.00162664,0.0006161842,0.03416054],"study_design_scores_gemma":[0.000004262797,0.00004953953,0.9974401,0.00000524545,0.000009657304,0.0001052099,0.0003103991,0.001144299,0.0002928216,0.0003668073,0.0002670431,0.00000465726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963337,0.00005891327,0.0002727712,0.00007194391,0.00000525706,0.000006149303,0.0000366445,0.000001521967,0.003213187],"genre_scores_gemma":[0.9992877,0.00002408292,0.000106276,0.00001186273,0.00000581655,0.00000163716,0.00001383879,8.84576e-7,0.0005479925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008568205,"threshold_uncertainty_score":0,"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."}}