{"id":"W24605112","doi":"10.3389/fimmu.2014.00069","title":"Incomes in the Transition to Retirement: Evidence from Canada","year":2010,"lang":"en","type":"article","venue":"Frontiers in Immunology","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Entitlement (fair division); Social security; Pension; Survey of Income and Program Participation; Work (physics); Demographic economics; Economics; Survey data collection; Position (finance); Retirement age; Labour economics; Finance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001341934,0.0003729581,0.0008997885,0.002741017,0.002646519,0.002048038,0.001157151,0.0006234364,0.008515778],"category_scores_gemma":[0.00487294,0.000249227,0.000657742,0.009072023,0.001320583,0.0006108574,0.001816621,0.00143808,0.0005087296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550698,"about_ca_system_score_gemma":0.04335344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9773317,"about_ca_topic_score_gemma":0.9840279,"domain_scores_codex":[0.9985343,0.0001347983,0.0001210886,0.0001640908,0.0005370363,0.0005085848],"domain_scores_gemma":[0.993938,0.0009930136,0.000980692,0.0001275442,0.002707977,0.001252789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007280942,0.0001633478,0.8219373,0.003566667,0.0005448106,0.001009601,0.006659225,0.0001690479,0.0001159971,0.003341206,0.04720191,0.1145629],"study_design_scores_gemma":[0.00004686235,0.00004393025,0.9436856,0.003456053,0.0002627325,0.0001822592,0.01109421,0.00009008136,0.00005464445,0.0002570181,0.04078367,0.00004295089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6628955,0.197543,0.0005593137,0.02364961,0.001102403,0.0002636038,0.06095838,0.00003700005,0.05299117],"genre_scores_gemma":[0.8152295,0.1633115,0.000465085,0.004389929,0.0002409599,0.0001083002,0.009759852,0.00002958377,0.006465258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0226683,"threshold_uncertainty_score":0.1125116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683968631240964,"score_gpt":0.3463653898329084,"score_spread":0.277968526708812,"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."}}