{"id":"W2907864843","doi":"10.1561/105.00000088","title":"Choice Architecture in Consumer Financial Decisions","year":2018,"lang":"en","type":"article","venue":"Review of Behavioral Economics","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Architecture; Business; Choice architecture; Finance; Economics; Microeconomics; History","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":[0.00270431,0.0002106984,0.0001573386,0.0006739769,0.0006944775,0.002513625,0.0004070185,0.0009245838,0.00538807],"category_scores_gemma":[0.0095848,0.0002424056,0.0003770977,0.0006108583,0.003059963,0.002886722,0.001287742,0.001276313,0.0003848383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002491503,"about_ca_system_score_gemma":0.001282429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004501452,"about_ca_topic_score_gemma":0.006691656,"domain_scores_codex":[0.9980108,0.00138176,0.00006749967,0.0001505458,0.0002794728,0.0001100453],"domain_scores_gemma":[0.995636,0.002784888,0.0005781396,0.0002140219,0.0004263487,0.0003606152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005554796,0.0006622706,0.1102118,0.0004260074,0.0001435889,0.000364769,0.02512064,0.01011113,0.002231728,0.5945482,0.004361687,0.2512626],"study_design_scores_gemma":[0.00009800198,0.0002638806,0.1458823,0.0004909288,0.00009541566,0.0003259439,0.01274879,0.03587873,0.001436539,0.7484937,0.05413204,0.0001539223],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8385296,0.003277728,0.03526329,0.007718088,0.00008961582,0.0001504745,0.0001360935,0.0001083185,0.1147266],"genre_scores_gemma":[0.9912193,0.0005576693,0.005642905,0.000174937,0.00001249561,0.00003410411,0.00003613231,0.000009327306,0.002313043],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.00538807,"threshold_uncertainty_score":0.01807719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03239267217316986,"score_gpt":0.2931849350953467,"score_spread":0.2607922629221768,"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."}}