{"id":"W2290058698","doi":"","title":"The Value of Financial Advice","year":2015,"lang":"en","type":"article","venue":"Annals of economics and finance","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advice (programming); Factoring; Economics; Sample (material); Asset (computer security); Value (mathematics); Finance; Business; Actuarial science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005612742,0.0001031233,0.000240183,0.00007116841,0.0000958548,0.00004990723,0.0002014036,0.00004371322,0.000004616097],"category_scores_gemma":[0.0002037482,0.00008561414,0.00008272698,0.0001681145,0.0001118541,0.000426808,0.0001250329,0.00004682349,0.00001694951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003919716,"about_ca_system_score_gemma":0.00004352353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005619644,"about_ca_topic_score_gemma":0.0002045502,"domain_scores_codex":[0.9992229,0.000004988015,0.0003857149,0.0001641872,0.00005587564,0.0001663318],"domain_scores_gemma":[0.9989936,0.00003986171,0.0004606102,0.0002225011,0.0002757624,0.000007655713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000116243,0.00004640203,0.06431013,0.00004012739,0.00000878537,8.660313e-7,0.00006324866,0.0007896326,0.00000967923,0.9134461,0.01231088,0.008857904],"study_design_scores_gemma":[0.000418684,0.00004165443,0.1477661,0.00004881221,0.00003136008,4.379591e-7,0.00004073722,0.02580895,0.0002808767,0.07572179,0.7496214,0.00021919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932969,0.001107027,0.000003360834,0.000808634,0.0001768328,0.00007735179,0.000006203395,0.000006541054,0.004517205],"genre_scores_gemma":[0.9961987,0.002180997,0.0001372632,0.000916067,0.0002623054,0.000004111089,0.000006177695,0.000009264906,0.0002851859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8377243,"threshold_uncertainty_score":0.3491243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708675868468932,"score_gpt":0.2437141517640068,"score_spread":0.2066273930793175,"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."}}