{"id":"W4416617534","doi":"10.1155/jare/5609589","title":"Barriers and Facilitators of Older Workers’ Abilities to Obtain and Maintain Employment: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Journal of Aging Research","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"AGE-WELL","keywords":"Employability; Context (archaeology); Government (linguistics); Life course approach; Situational ethics; Pension; Multidisciplinary approach; Social security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009780195,0.001353242,0.003931652,0.01221289,0.001285178,0.004805085,0.00184695,0.002895723,0.003944657],"category_scores_gemma":[0.04512214,0.001270478,0.005109501,0.01045404,0.001185602,0.003490592,0.002464089,0.001677949,0.0005631915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159621,"about_ca_system_score_gemma":0.01830024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0156232,"about_ca_topic_score_gemma":0.03309515,"domain_scores_codex":[0.994584,0.00160424,0.001991571,0.0004361657,0.001090546,0.0002935587],"domain_scores_gemma":[0.9645351,0.02855054,0.003411168,0.0003109192,0.002884835,0.000307454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001001998,0.00005828204,0.002561791,0.7481587,0.002190705,0.0003668712,0.003859233,0.0002014182,0.0001936725,0.001811927,0.004854395,0.2356429],"study_design_scores_gemma":[0.00001834343,0.00006871965,0.005137579,0.9384663,0.006741065,0.0003796039,0.002826101,0.00006543594,0.0001372574,0.0006153347,0.04551474,0.00002945645],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001801235,0.9962454,0.0001894353,0.0005210231,0.000143799,0.0001456901,0.0001265472,0.000005102378,0.0008217398],"genre_scores_gemma":[0.007335674,0.991497,0.0003139985,0.000238854,0.00005743051,0.00026016,0.0001171909,0.000003317412,0.0001763441],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0156232,"threshold_uncertainty_score":0.05172324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3249591298676617,"score_gpt":0.5683970416640516,"score_spread":0.2434379117963898,"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."}}