{"id":"W4406183062","doi":"10.1080/03601277.2025.2450135","title":"Are there sufficient jobs for older workers in a local market?","year":2025,"lang":"en","type":"article","venue":"Educational Gerontology","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Quarter (Canadian coin); Job market; Business; Work (physics); Demographic economics; Psychology; Labour economics; Economics; Economic growth; Engineering; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001287393,0.0001265887,0.0003334269,0.0008848289,0.001691125,0.002086863,0.0007353076,0.0006219525,0.01062146],"category_scores_gemma":[0.004693763,0.0002080826,0.0002252634,0.0007573442,0.0008727675,0.002993251,0.001339261,0.0005045687,0.0009988406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000786632,"about_ca_system_score_gemma":0.001169292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01345152,"about_ca_topic_score_gemma":0.04264735,"domain_scores_codex":[0.9994711,0.0001386361,0.00003389766,0.00005884952,0.0001122985,0.0001850644],"domain_scores_gemma":[0.9969181,0.0006154375,0.001079264,0.00009471487,0.0003390767,0.0009533841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001785223,0.0004179625,0.8868683,0.000447816,0.00004770008,0.002116904,0.04681072,0.0001450465,0.001054694,0.001843421,0.006319884,0.05374896],"study_design_scores_gemma":[0.000008791681,0.0001389618,0.7685758,0.0002170092,0.00001135926,0.0004616301,0.2226459,0.0002205258,0.0000878901,0.0006652617,0.006947398,0.00001941902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994818,0.0003265629,0.0001075066,0.001698231,0.00001772057,0.000009865843,0.000178598,0.000004862781,0.002838647],"genre_scores_gemma":[0.9984675,0.0002694384,0.00009818622,0.0002024342,0.00003033709,0.00001113411,0.0001146249,0.000003587771,0.0008027207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345152,"threshold_uncertainty_score":0.0355323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1582571843392441,"score_gpt":0.4554054930280058,"score_spread":0.2971483086887617,"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."}}