{"id":"W4410791674","doi":"10.1093/9780197699584.003.0019","title":"Early Retirement","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003334742,0.0004935996,0.0002113861,0.000757825,0.001115722,0.001678403,0.0004014031,0.0009976707,0.09465518],"category_scores_gemma":[0.0005568422,0.0001678333,0.0002536679,0.0005767621,0.0004767691,0.001680216,0.001281735,0.001621328,0.04181416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001162811,"about_ca_system_score_gemma":0.001083268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002468527,"about_ca_topic_score_gemma":0.008522214,"domain_scores_codex":[0.999787,0.00004204708,0.00000899079,0.00003658852,0.0000965072,0.00002883368],"domain_scores_gemma":[0.9998516,0.00003281168,0.000008923076,0.00001643117,0.0000626641,0.00002756026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001367809,0.0000345165,0.0002155063,0.000191085,0.000002191452,0.0001031896,0.001321849,0.0001144367,0.0004173942,0.1586329,0.5904016,0.2485517],"study_design_scores_gemma":[6.065634e-7,0.000005505236,0.0001740188,0.0001005153,5.705438e-7,0.00005065369,0.0001028299,0.0000146042,0.00005754082,0.002960067,0.9965317,0.000001419891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001091768,0.02362921,0.001644162,0.00537682,0.003402172,0.00004977523,0.0003341866,0.000124996,0.9643469],"genre_scores_gemma":[0.005096753,0.008939907,0.0008024758,0.001488958,0.0002643139,0.00002147287,0.0001663182,0.0000314626,0.9831883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09465518,"threshold_uncertainty_score":0.3166531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162782059531097,"score_gpt":0.4099617867114344,"score_spread":0.1936835807583246,"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."}}