{"id":"W2063968482","doi":"10.1506/7h81-8j8x-c6rt-uvjp","title":"How Has Regulation FD Affected the Operations of Financial Analysts?*","year":2006,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":258,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Order (exchange); Business; Finance; Accounting; Actuarial science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003251786,0.0002242779,0.0002953786,0.0005750541,0.001375839,0.001857023,0.0008000428,0.0001082535,0.0001059536],"category_scores_gemma":[0.01001454,0.0001835809,0.0001300705,0.002444829,0.0004416496,0.002634411,0.0005540622,0.0005471032,0.0001098838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006743218,"about_ca_system_score_gemma":0.0001792913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004730581,"about_ca_topic_score_gemma":0.0008839812,"domain_scores_codex":[0.9971185,0.0001149444,0.0004862584,0.0004900079,0.001259103,0.0005311684],"domain_scores_gemma":[0.9946868,0.0002219908,0.003288944,0.0006051404,0.001185677,0.000011466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000163331,0.0003992946,0.2813905,0.0007782169,0.0001025824,0.00003966691,0.0002268879,0.003154546,0.03006443,0.1670026,0.4855429,0.03113503],"study_design_scores_gemma":[0.0007569076,0.00001908391,0.5136278,0.0001946491,0.00002575906,9.986857e-7,0.0002579913,0.01093387,0.0006014796,0.002939598,0.4703244,0.0003174374],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.901666,0.0006375688,0.03097258,0.02105105,0.0003266867,0.001524312,0.00001160686,0.0002649427,0.04354523],"genre_scores_gemma":[0.9909264,0.000003558336,0.0001368031,0.0002514202,0.002196823,0.00006469779,0.0001226236,0.00004456636,0.006253084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2322373,"threshold_uncertainty_score":0.9999242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03990865380948647,"score_gpt":0.2709269966682494,"score_spread":0.231018342858763,"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."}}