{"id":"W4402629061","doi":"10.61190/fsr.v32i3.3326","title":"Impact of the Financial Advisor on Clients’ Financial Outcomes: An Integrative Model","year":2024,"lang":"en","type":"article","venue":"Financial Services Review","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal","funders":"","keywords":"Financial modeling; Business; Economics; Actuarial science; Finance","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006847425,0.0007062783,0.00121365,0.000353318,0.0003599088,0.0002306696,0.001247439,0.0002223951,0.0005460825],"category_scores_gemma":[0.0006342646,0.0004253952,0.001420699,0.00261305,0.000103634,0.001700693,0.0004078897,0.0005260961,0.0005156251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172536,"about_ca_system_score_gemma":0.0004252383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001351034,"about_ca_topic_score_gemma":0.001907925,"domain_scores_codex":[0.9964533,0.00007291187,0.001177518,0.0008408031,0.0008496818,0.0006057817],"domain_scores_gemma":[0.9978176,0.00006646108,0.000647946,0.0009460798,0.000477808,0.00004411461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006825457,0.002477819,0.5368518,0.04104965,0.0001890013,0.0001022042,0.001730308,0.002936339,0.0002790066,0.238529,0.05648768,0.1186847],"study_design_scores_gemma":[0.0007046373,0.0002434481,0.8031948,0.02323534,0.001056336,0.000002183557,0.00001580486,0.04675959,0.00002023521,0.01045761,0.1130605,0.001249555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975835,0.01569738,0.0001482485,0.00061767,0.001690214,0.00199017,0.0001834446,0.0002553889,0.003582431],"genre_scores_gemma":[0.9821762,0.003018383,0.0001837545,0.01183192,0.001608052,0.0001616064,0.0002754835,0.0001022734,0.0006423266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266343,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0157302736038621,"score_gpt":0.297446305284445,"score_spread":0.2817160316805829,"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."}}