{"id":"W1594840291","doi":"10.3386/w10514","title":"Measuring Self-Control","year":2004,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Financial Literacy, Pension, Retirement Analysis","field":"Business, Management and Accounting","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; TIAA-CREF Institute","keywords":"Control (management); Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007666472,0.0003370785,0.0007620609,0.002552874,0.0002851418,0.0003146299,0.0008023857,0.0003795206,0.00145886],"category_scores_gemma":[0.00190482,0.0003518295,0.0004308656,0.0006052649,0.0001372237,0.0008706455,0.000309584,0.0007192761,0.001934725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002800935,"about_ca_system_score_gemma":0.003254742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008853834,"about_ca_topic_score_gemma":0.0008139448,"domain_scores_codex":[0.9943222,0.00004460617,0.001085056,0.0007281468,0.003240958,0.0005789657],"domain_scores_gemma":[0.992883,0.0003072657,0.0007945647,0.000438803,0.005549917,0.00002640164],"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":[0.0002247088,0.0005578943,0.1454455,0.00286112,0.0007307649,0.00004351327,0.00005363562,0.004268753,0.0002243859,0.6819845,0.1623711,0.001234156],"study_design_scores_gemma":[0.003338652,0.00005579392,0.0347581,0.001175447,0.0004699746,0.00001271557,0.00004050992,0.005654354,0.0001424964,0.5409407,0.4119552,0.001456075],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02472389,0.0008481896,0.000004165145,0.0005682789,0.00109071,0.001007543,0.00004152482,0.0001114769,0.9716042],"genre_scores_gemma":[0.987593,0.0002274872,0.0001467749,0.0001130431,0.006924879,0.00009153241,0.0005743463,0.00008679756,0.004242116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9673621,"threshold_uncertainty_score":0.9998934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2901315517722046,"score_gpt":0.4335286781482716,"score_spread":0.1433971263760669,"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."}}