{"id":"W2138752714","doi":"10.3138/cpp.34.4.s7","title":"Why We Need a Pension Revolution","year":2008,"lang":"en","type":"article","venue":"Canadian Public Policy","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":"Pension; Mindset; Context (archaeology); Business; Pension plan; Work (physics); Actuarial science; Accounting; Finance; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008521905,0.000510497,0.0008042261,0.001515283,0.01099707,0.009759611,0.001621015,0.01104461,0.0240446],"category_scores_gemma":[0.02051683,0.0002857709,0.0007647146,0.001254708,0.01409131,0.01181485,0.004639165,0.01439511,0.00554417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02667671,"about_ca_system_score_gemma":0.0571607,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4094544,"about_ca_topic_score_gemma":0.4428038,"domain_scores_codex":[0.9916942,0.001456761,0.0001345596,0.0006399304,0.002802013,0.003272622],"domain_scores_gemma":[0.9902301,0.001421543,0.0002487855,0.0006834851,0.002852565,0.004563401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003907555,0.0000399893,0.0007555432,0.0000820593,0.00001528269,0.00007782581,0.001328651,0.0001129896,0.000134878,0.3193326,0.6448063,0.0332748],"study_design_scores_gemma":[0.00002225945,0.00001153513,0.001381717,0.000240333,0.00000831655,0.00006014373,0.001872958,0.00006700758,0.00005312183,0.04179684,0.9544612,0.00002446158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00173367,0.01450253,0.0003072872,0.9446371,0.002921617,0.000009146828,0.0001983458,0.00007706918,0.03561334],"genre_scores_gemma":[0.1800241,0.03762415,0.002519037,0.6648859,0.009048111,0.00008094125,0.0004929144,0.0002623052,0.1050624],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5905457,"threshold_uncertainty_score":0.8141422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.026744764489932,"score_gpt":0.21926439221696,"score_spread":0.192519627727028,"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."}}