{"id":"W4327767633","doi":"10.54932/vinb2655","title":"Frames, Incentives, and Education: Effectiveness of Interventions to Delay Public Pension Claiming","year":2023,"lang":"en","type":"report","venue":"","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Incentive; Psychological intervention; Framing (construction); Pension; Survey data collection; Public economics; Framing effect; Financial literacy; Business; Actuarial science; Labour economics; Economics; Demographic economics; Political science; Psychology; Finance; Microeconomics; Public relations; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005051272,0.001122728,0.0009683301,0.0007534422,0.001035619,0.0008993954,0.001041761,0.002054464,0.008193162],"category_scores_gemma":[0.03145231,0.000496869,0.000939947,0.0005290431,0.001180332,0.0007437741,0.001216654,0.00111171,0.0003484224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00379376,"about_ca_system_score_gemma":0.005474483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04418522,"about_ca_topic_score_gemma":0.0398179,"domain_scores_codex":[0.9943075,0.003511193,0.0003549857,0.0006458747,0.0005943752,0.0005860857],"domain_scores_gemma":[0.9769449,0.01608577,0.004151294,0.0007070219,0.0004219494,0.001689108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.2731856,0.2848484,0.02065801,0.004548315,0.002944975,0.0001180461,0.002464162,0.01742059,0.007486646,0.004344141,0.002167067,0.3798141],"study_design_scores_gemma":[0.3052004,0.3717235,0.233445,0.00268819,0.008254378,0.0001176971,0.002446147,0.03948787,0.0132038,0.01307495,0.009969346,0.0003887628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903378,0.001303784,0.0008433201,0.0006643178,0.0001655566,0.001679103,0.0002417605,0.0000590349,0.004705281],"genre_scores_gemma":[0.9942901,0.0006142487,0.002218198,0.0002629587,0.00006387947,0.001217952,0.00007276212,0.000006476224,0.001253433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04418522,"threshold_uncertainty_score":0.08785605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4197426161220992,"score_gpt":0.5244637169704117,"score_spread":0.1047211008483125,"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."}}