{"id":"W2047073150","doi":"10.1017/s0714980814000476","title":"Incomes and Hardship in Early Transitions to Retirement","year":2014,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00374816,0.0004109385,0.0005138868,0.0006615521,0.0011776,0.0004951932,0.0004813279,0.0001786046,0.0005197831],"category_scores_gemma":[0.0004453678,0.0004692077,0.0001669091,0.0007249177,0.000486743,0.0002736981,0.0000277076,0.0006277816,0.00006138417],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004530011,"about_ca_system_score_gemma":0.000827927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3691892,"about_ca_topic_score_gemma":0.9670095,"domain_scores_codex":[0.9956063,0.0009901394,0.0007833642,0.000624475,0.0002931811,0.001702557],"domain_scores_gemma":[0.9944845,0.0001860578,0.0001745339,0.0003789313,0.0001829733,0.004593002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003849452,0.000275121,0.4194126,0.0004553623,0.0001884734,0.0008914495,0.2403965,0.001742526,0.00004796786,0.2315891,0.010945,0.09401742],"study_design_scores_gemma":[0.0007882468,0.0006215544,0.1916719,0.001849576,0.00008266677,0.00005325345,0.007449152,0.0002672872,0.000009510638,0.00397777,0.7925342,0.0006949101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8337396,0.0009289733,0.0001249557,0.1538311,0.002707746,0.0006033259,0.00006277336,0.00001330083,0.007988278],"genre_scores_gemma":[0.9925703,0.0003848475,0.0001682238,0.003534946,0.0009103729,0.00005247755,0.00000761721,0.00004755101,0.002323689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7815892,"threshold_uncertainty_score":0.9997759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05894225594808171,"score_gpt":0.304286547581058,"score_spread":0.2453442916329763,"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."}}