{"id":"W2620560191","doi":"10.15173/m.v1i22.806","title":"Canada's Aging Population: Should Students be Worried?","year":2013,"lang":"en","type":"article","venue":"The Meducator","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Peer review; Population ageing; Population health; Psychology; Population; Gerontology; Medicine; Environmental health; Political science","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":[0.001485998,0.0002300674,0.0004335585,0.0009267216,0.01348949,0.005636513,0.001594599,0.004588379,0.01341775],"category_scores_gemma":[0.006840787,0.0002310974,0.0004899076,0.001451074,0.002988027,0.002008834,0.002525038,0.005812383,0.0008484966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03527708,"about_ca_system_score_gemma":0.1969556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9674335,"about_ca_topic_score_gemma":0.9926608,"domain_scores_codex":[0.9979224,0.0002227563,0.00004766206,0.00006651666,0.0003994689,0.001341214],"domain_scores_gemma":[0.987086,0.0003391498,0.0004586538,0.00007274588,0.002314091,0.00972937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001081904,0.0003927249,0.2641943,0.0003344288,0.00004304074,0.0007715243,0.02252637,0.00005687325,0.0002217479,0.006025637,0.5818217,0.1235034],"study_design_scores_gemma":[0.00007867879,0.0001519485,0.4583503,0.001302055,0.0001025983,0.0003162871,0.1983946,0.0001453165,0.000168405,0.00161294,0.3392628,0.0001140241],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1434438,0.00737311,0.00005038819,0.8091572,0.003795815,0.00006996376,0.001001259,0.00003924323,0.03506919],"genre_scores_gemma":[0.745227,0.01300874,0.0003199051,0.1907291,0.002133409,0.00007757444,0.0005208229,0.00005250812,0.04793084],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03527708,"threshold_uncertainty_score":0.2559543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2200310267635093,"score_gpt":0.4472246533137387,"score_spread":0.2271936265502295,"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."}}