{"id":"W1955405742","doi":"10.2139/ssrn.1350616","title":"International Evidence on Analyst Stock Recommendations, Valuations, and Returns","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Stock (firearms); Business; Financial economics; Accounting; Economics; Actuarial science; Monetary economics; Geography","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":[0.006233311,0.0004046047,0.0004071739,0.002769727,0.000421103,0.002604036,0.000682129,0.001087953,0.01509879],"category_scores_gemma":[0.04149335,0.0002313222,0.0005473444,0.005501854,0.001163356,0.001457312,0.001023627,0.001493703,0.002124058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00066456,"about_ca_system_score_gemma":0.0007648413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01294695,"about_ca_topic_score_gemma":0.01282972,"domain_scores_codex":[0.9971795,0.0009854119,0.0003720582,0.0004224486,0.0007715197,0.0002691275],"domain_scores_gemma":[0.9099759,0.0496447,0.02621258,0.004792225,0.007746668,0.001627857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003090592,0.000438443,0.8935155,0.0006366363,0.001179605,0.0003379234,0.0007962026,0.0008920662,0.0004357743,0.004967128,0.008876761,0.08483347],"study_design_scores_gemma":[0.0001411115,0.0004358597,0.9717883,0.0006520467,0.001346657,0.000379895,0.001319261,0.0003243656,0.001066723,0.002556933,0.01995963,0.00002914917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8289122,0.04093812,0.0009227497,0.01005123,0.000330727,0.00002853902,0.007926343,0.00005414237,0.110836],"genre_scores_gemma":[0.9826725,0.01019275,0.0002456553,0.0005045091,0.0002165479,0.000005503842,0.00311147,0.00001631153,0.003034777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01509879,"threshold_uncertainty_score":0.05051047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600930267513075,"score_gpt":0.2676015479823756,"score_spread":0.2515922453072448,"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."}}