{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009258029,0.0001354,0.0003532871,0.0002749898,0.0003285191,0.0001859319,0.0001609283,0.00006677948,0.00005725232],"category_scores_gemma":[0.0002786367,0.0001460572,0.0001062069,0.0002873443,0.000102563,0.0009447656,0.00004035493,0.0002382566,0.00001659235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009009961,"about_ca_system_score_gemma":0.00005500007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001730596,"about_ca_topic_score_gemma":0.00001287752,"domain_scores_codex":[0.9985459,0.000009900222,0.0009510528,0.0001963794,0.00006649375,0.0002302791],"domain_scores_gemma":[0.9979677,0.00007479348,0.001718522,0.0001053503,0.0001078703,0.00002583075],"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":[0.00002017975,0.0001068906,0.1586339,0.00004889947,0.00004062367,0.00002008895,0.0001133007,0.001001256,0.0001665736,0.8161034,0.01977957,0.003965331],"study_design_scores_gemma":[0.0007721773,0.0001122701,0.635554,0.0002947427,0.00001894199,0.000115927,0.00007018907,0.00187284,0.0001007403,0.09699845,0.2637254,0.0003643708],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735768,0.003680765,0.001676833,0.001989685,0.0005883667,0.00005937215,0.00003527224,0.00001613444,0.01837678],"genre_scores_gemma":[0.9917688,0.0005616843,0.006507087,0.000224719,0.0006070525,0.000002766749,0.000005590427,0.00001265956,0.0003096375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.719105,"threshold_uncertainty_score":0.595604,"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."}}