{"id":"W1600162567","doi":"10.21225/d51g7w","title":"An Aging Workforce: A Manitoba Perspective","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Workforce; Lifelong learning; Aging in the American workforce; Continuing education; Perspective (graphical); Medical education; Gerontology; Work (physics); Psychology; Adult education; Workforce development; Public relations; Political science; Medicine; Pedagogy","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":[0.001355763,0.0004527619,0.0003653103,0.002496013,0.01133773,0.004841656,0.001274556,0.001351237,0.008364724],"category_scores_gemma":[0.001839002,0.0004367399,0.0002836583,0.004569835,0.002174224,0.00200281,0.003705874,0.00232303,0.0007675875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0215776,"about_ca_system_score_gemma":0.06655897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9301416,"about_ca_topic_score_gemma":0.9782941,"domain_scores_codex":[0.9988561,0.0002980321,0.00003959802,0.0000724515,0.0001968578,0.0005369369],"domain_scores_gemma":[0.997962,0.0002555062,0.0001645433,0.00003425858,0.0007512353,0.0008324335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001990005,0.001093817,0.4574349,0.002114437,0.0001436566,0.01301106,0.2262501,0.0006529963,0.005880053,0.04790322,0.06742295,0.1778938],"study_design_scores_gemma":[0.00002771478,0.0003309915,0.3870909,0.002158732,0.000116438,0.001388507,0.3549044,0.00040212,0.0004759303,0.002829355,0.2501716,0.0001032344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6350805,0.0331929,0.0009426448,0.209078,0.001261427,0.0002873876,0.001076453,0.00007672742,0.119004],"genre_scores_gemma":[0.8339174,0.06084991,0.001966717,0.05085935,0.0005594884,0.0002957142,0.0004470473,0.00005383625,0.05105047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06985843,"threshold_uncertainty_score":0.1565572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06264201066621908,"score_gpt":0.3389164306268591,"score_spread":0.2762744199606401,"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."}}