{"id":"W1496159220","doi":"10.3138/cpp.34.4.s79","title":"The Evolution of Elderly Poverty in Canada","year":2008,"lang":"en","type":"preprint","venue":"Canadian Public Policy","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Poverty; Microdata (statistics); Consumption (sociology); Economics; Demographic economics; Poverty threshold; Socioeconomics; Labour economics; Demography; Economic growth; Population; Census; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009564975,0.0001840696,0.0003012173,0.0004371349,0.0007517749,0.0001022446,0.001115786,0.0003069033,0.00007049832],"category_scores_gemma":[0.002478162,0.0001645104,0.0001005008,0.0007544525,0.0003418098,0.0001384939,0.0001171792,0.0005560641,0.000006391411],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0311633,"about_ca_system_score_gemma":0.3373245,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999981,"about_ca_topic_score_gemma":0.9999994,"domain_scores_codex":[0.9971319,0.0004654709,0.0004711746,0.0002881967,0.0005672319,0.001076038],"domain_scores_gemma":[0.9979513,0.0001830106,0.0002405173,0.0005816189,0.000265409,0.0007781292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005725998,0.00001996096,0.07325368,0.00004894111,0.00004792909,0.00002080775,0.004466533,0.00002904474,5.939835e-7,0.6616991,0.2364578,0.02394986],"study_design_scores_gemma":[0.0001717136,0.00001115874,0.124411,0.00003499736,0.000004704216,0.000001544824,0.00310672,0.00009194773,0.000001346668,0.02094209,0.8508921,0.0003306429],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2212009,0.001171361,0.00001118739,0.1040448,0.003012105,0.0008541449,0.001139112,0.00003633556,0.66853],"genre_scores_gemma":[0.9946803,0.0006316485,0.000007212474,0.00186066,0.0007106939,0.000025482,0.0000208716,0.00001412474,0.00204897],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7734795,"threshold_uncertainty_score":0.9725559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0300551597712831,"score_gpt":0.2816664358029503,"score_spread":0.2516112760316672,"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."}}