{"id":"W2049223185","doi":"10.3138/ijcs.47.101","title":"How Should We Administer Population Aging? A Canadian Comparison","year":2013,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"Global Health Care Issues","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Population ageing; Population; Geography; Demography; Gerontology; Medicine; Sociology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.02106846,0.0005880133,0.0005927653,0.003963825,0.01028419,0.004374697,0.00314615,0.001326326,0.004174744],"category_scores_gemma":[0.05436024,0.0002967349,0.0009777825,0.01049879,0.003119211,0.001971426,0.003042852,0.001936129,0.0003495769],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1865438,"about_ca_system_score_gemma":0.3120267,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944243,"about_ca_topic_score_gemma":0.9970158,"domain_scores_codex":[0.9702078,0.009217597,0.001166905,0.001323769,0.01138275,0.006701123],"domain_scores_gemma":[0.9520695,0.006114965,0.002094391,0.001365494,0.03464527,0.003710334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001606309,0.0006798296,0.4355616,0.00193714,0.0006610216,0.0003821111,0.03569639,0.005881814,0.0006779834,0.09356429,0.08426774,0.3390839],"study_design_scores_gemma":[0.000350152,0.0005637309,0.7227037,0.002299196,0.0007658497,0.0001912626,0.05936333,0.002122925,0.00115886,0.00334771,0.2068598,0.0002735762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5578099,0.02517821,0.00510967,0.09107965,0.001625288,0.001465739,0.007558368,0.0002172137,0.3099558],"genre_scores_gemma":[0.9812344,0.004672507,0.002907098,0.004518104,0.00008803698,0.0002704777,0.0009257755,0.00005424401,0.005329348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1865438,"threshold_uncertainty_score":0.9434939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2413094540895688,"score_gpt":0.512183765689087,"score_spread":0.2708743115995181,"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."}}