{"id":"W7098288108","doi":"","title":"Slowing Down with Age: The Ominous Implications of Workforce Aging for Canadian Living Standards","year":2003,"lang":"en","type":"article","venue":"","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workforce; Population ageing; Productivity; Aging in the American workforce; Population; Human capital; Standard of living; Capital (architecture)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002175595,0.00006205705,0.00008475814,0.000001328692,0.0007057125,0.00003625168,0.0001393929,0.00002371688,0.0001334186],"category_scores_gemma":[0.00006607189,0.00001701042,0.00004669933,0.000234273,0.00005793385,0.00002582178,0.00001380509,0.00004265208,8.806925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003751658,"about_ca_system_score_gemma":0.00001516312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01872675,"about_ca_topic_score_gemma":0.432831,"domain_scores_codex":[0.999455,0.00001400051,0.0001110197,0.0001276948,0.00007850158,0.0002137509],"domain_scores_gemma":[0.9994194,0.0003183289,0.00003463256,0.00005696254,0.00009440787,0.0000762495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001112769,0.0001210112,0.05623061,0.00001416904,0.00009818249,7.765858e-7,0.0005362338,0.00007799103,0.0164974,0.2711343,0.007540253,0.647738],"study_design_scores_gemma":[0.00009104542,0.0001175187,0.2317494,0.0000324555,0.00003024966,0.000004094571,0.001953444,0.00002083511,0.0004759381,0.00133896,0.7640013,0.0001847898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9192031,0.0003804898,0.002216471,0.02323385,0.00004770099,0.00109394,0.0002145512,0.00005883953,0.05355107],"genre_scores_gemma":[0.9985554,0.00001988093,0.0005975902,0.0003800069,0.00003401199,0.00008732308,0.000003546968,6.384608e-7,0.0003216068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.756461,"threshold_uncertainty_score":0.9878076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363246961579262,"score_gpt":0.24413244972683,"score_spread":0.2204999801110374,"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."}}