{"id":"W1517841641","doi":"10.3386/w11697","title":"Do Local Analysts Know More? A Cross-Country Study of the Performance of Local Analysts and Foreign Analysts","year":2005,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":219,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Accounting; Business","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001360081,0.0001591293,0.0002518592,0.0009386033,0.0004857819,0.001186533,0.0002153784,0.0003837247,0.002261265],"category_scores_gemma":[0.008406146,0.0001863656,0.0002073716,0.001019195,0.0004827075,0.001473549,0.0005948146,0.0005466958,0.0005614961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000277694,"about_ca_system_score_gemma":0.000207768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005594114,"about_ca_topic_score_gemma":0.01013628,"domain_scores_codex":[0.9995383,0.0001584324,0.00003569259,0.00007961856,0.00007190071,0.0001160728],"domain_scores_gemma":[0.9830145,0.004949062,0.008511345,0.0006758778,0.00119672,0.001652592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001933394,0.0001081278,0.9874114,0.00002127412,0.0001044904,0.0001280826,0.002964106,0.0001139353,0.0002248556,0.0001154162,0.0004477525,0.008167088],"study_design_scores_gemma":[0.00001082207,0.000143826,0.9899387,0.00001770009,0.00004625077,0.0003176322,0.008234047,0.0001883708,0.0001631308,0.00009588136,0.000832998,0.00001059665],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986527,0.0002091128,0.00003855554,0.0001270662,0.000004349531,0.000001691466,0.00007221507,0.000001305075,0.0008929465],"genre_scores_gemma":[0.9992695,0.000177074,0.00003466756,0.00005854329,0.00001272618,0.000001508345,0.00009159996,0.000001605007,0.000352735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005594114,"threshold_uncertainty_score":0.01112306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1722650606630114,"score_gpt":0.4325466782610057,"score_spread":0.2602816175979943,"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."}}