{"id":"W3122721082","doi":"10.1177/0148558x0602100405","title":"Institutional Holdings and Analysts' Stock Recommendations","year":2006,"lang":"en","type":"article","venue":"Journal of Accounting Auditing & Finance","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Institutional investor; Business; Stock (firearms); Proxy (statistics); Monetary economics; Accounting; Financial economics; Finance; Economics; Corporate governance","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":[0.002782101,0.0001711443,0.0001994673,0.001012934,0.0002138596,0.001253763,0.0002715183,0.0004701324,0.004026021],"category_scores_gemma":[0.03125549,0.0001116533,0.0001752481,0.001046248,0.000299124,0.001019228,0.0003937261,0.000365013,0.0005219705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004689919,"about_ca_system_score_gemma":0.0002829627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00367364,"about_ca_topic_score_gemma":0.007037557,"domain_scores_codex":[0.9988399,0.0002976265,0.0001739532,0.0001370372,0.0004239621,0.0001275078],"domain_scores_gemma":[0.9298723,0.01886755,0.04450703,0.002370075,0.002624231,0.001758748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001293635,0.00008597416,0.9692941,0.00002899873,0.0001693506,0.00007753116,0.0001812123,0.00159986,0.0008158269,0.0003382449,0.0005179639,0.02676145],"study_design_scores_gemma":[0.00001553734,0.0001484306,0.9930218,0.00001894933,0.00006927834,0.0001455138,0.0003275607,0.003753997,0.001036278,0.0006150278,0.0008304903,0.00001702152],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947567,0.000342647,0.0004579062,0.0002534503,0.000007779255,0.000007795057,0.0002253886,0.00002577766,0.003922562],"genre_scores_gemma":[0.999338,0.00007852574,0.0001688872,0.00001348572,0.00001432787,0.000001112392,0.00008653407,0.000001394842,0.0002977932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004026021,"threshold_uncertainty_score":0.01471335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072912310515992,"score_gpt":0.2212539392202392,"score_spread":0.2005248161150793,"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."}}