{"id":"W4206493527","doi":"10.21203/rs.3.rs-1229969/v1","title":"Testing the Effectiveness of a Future Selves Intervention for Increasing Retirement Saving: Evidence from a Field Experiment in Mexico","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychological intervention; Status quo; Intervention (counseling); Test (biology); Control (management); Sample (material); Psychology; Obstacle; Plan (archaeology); Field (mathematics); Social psychology; Applied psychology; Economics; Political science; Management","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01342467,0.0003387462,0.0006063029,0.0008192172,0.0004853363,0.0004364118,0.001034182,0.0001870609,0.0004739269],"category_scores_gemma":[0.009537646,0.0002833845,0.0004144068,0.001423019,0.00008606911,0.0004758216,0.003488021,0.001060692,0.000005508403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005498806,"about_ca_system_score_gemma":0.0001398066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03269369,"about_ca_topic_score_gemma":0.001158836,"domain_scores_codex":[0.9949632,0.001259266,0.0008164727,0.0008953435,0.001517322,0.0005483664],"domain_scores_gemma":[0.9915541,0.005958386,0.0005576964,0.0008814395,0.001028703,0.00001971333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002042379,0.0003775498,0.9745713,0.007251901,0.00006868794,0.00001771287,0.0007994573,0.0009262213,0.009122377,0.001046459,0.0004223444,0.003353645],"study_design_scores_gemma":[0.000967332,0.0002214216,0.9450728,0.02272468,0.0001498159,3.045739e-7,0.003832216,0.01492573,0.003422444,0.006474668,0.001712134,0.0004964832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924126,0.003143123,0.0001317232,0.0004136332,0.0004481954,0.003127924,0.00002506516,0.00005008962,0.0002476916],"genre_scores_gemma":[0.9961635,0.00005463581,0.0006606565,0.00005279535,0.0009858065,0.001751829,0.0002615787,0.00004995287,0.00001928442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03153485,"threshold_uncertainty_score":0.9999619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09573706716910567,"score_gpt":0.3883980848411687,"score_spread":0.292661017672063,"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."}}