{"id":"W4249574908","doi":"10.3233/wor-2009-0910","title":"Retirement planning","year":2009,"lang":"en","type":"article","venue":"Work","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Business","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":[],"consensus_categories":[],"category_scores_codex":[0.0004556024,0.00005950372,0.0000741766,0.00001691513,0.0003474304,0.00005346498,0.000147515,0.00004033827,0.0003813283],"category_scores_gemma":[0.00006406152,0.00005637831,0.00004237542,0.0001868119,0.00008157988,0.00005425569,0.00001212004,0.00005713706,0.0001117412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122269,"about_ca_system_score_gemma":0.00003078471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001294308,"about_ca_topic_score_gemma":0.00004108009,"domain_scores_codex":[0.9990727,0.00006912251,0.0001176297,0.000148783,0.0003229323,0.0002687874],"domain_scores_gemma":[0.9996868,0.00002519015,0.00003086701,0.0001447201,0.00001880284,0.00009366294],"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":[0.00007252076,0.0004364665,0.5724884,0.00001320265,0.00002608429,0.00001426661,0.0805091,0.00009696236,0.0001216311,0.08084577,0.1109729,0.1544026],"study_design_scores_gemma":[0.0002648086,0.0001418051,0.2641896,0.0001261448,0.00001688342,8.91836e-8,0.006952307,0.000002887502,0.0001284051,0.02186822,0.7060006,0.0003082335],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4344248,0.0002513912,0.0000749075,0.006733572,0.0004872828,0.0002416745,3.710389e-7,0.0001382499,0.5576477],"genre_scores_gemma":[0.9956967,0.00002143549,0.0002187706,0.0006744271,0.0003133401,0.000005573455,0.000001349503,0.000003064029,0.00306536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5950277,"threshold_uncertainty_score":0.4175278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2611412462497413,"score_gpt":0.451441490386249,"score_spread":0.1903002441365078,"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."}}