{"id":"W2613498608","doi":"","title":"Household Use of Financial Planners: Measurement Considerations for Researchers","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Housing Market and Economics","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Citation; Actuarial science; Economics; Finance; Business; Computer science; Library science","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":[0.1246137,0.0005390725,0.001170924,0.007487115,0.002104572,0.003870222,0.002701451,0.002087053,0.004778232],"category_scores_gemma":[0.3566524,0.0005708369,0.001005234,0.01880399,0.004346033,0.007795525,0.003972775,0.002882024,0.001080647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002556835,"about_ca_system_score_gemma":0.004920495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01308978,"about_ca_topic_score_gemma":0.02096627,"domain_scores_codex":[0.8616434,0.1152724,0.008588114,0.002083285,0.01115017,0.001262685],"domain_scores_gemma":[0.626007,0.2409779,0.04727033,0.03545824,0.045904,0.004382465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004375257,0.0002931012,0.3085178,0.004669229,0.001116129,0.0001449837,0.0193192,0.001692525,0.0001327624,0.09818422,0.2057777,0.3597148],"study_design_scores_gemma":[0.0002214628,0.001184056,0.4265318,0.01596751,0.001134997,0.000711304,0.05051435,0.006628072,0.001280053,0.1724233,0.3230737,0.0003293806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.2046987,0.1157366,0.1005815,0.4373434,0.006794559,0.004151511,0.04063956,0.0003182645,0.08973576],"genre_scores_gemma":[0.8550469,0.0312407,0.07121851,0.01880179,0.003199171,0.007415086,0.009423696,0.0001215135,0.00353271],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1246137,"threshold_uncertainty_score":0.6590279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829886346279145,"score_gpt":0.2570929254203145,"score_spread":0.0741042907924,"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."}}