{"id":"W4403600943","doi":"10.2139/ssrn.4994003","title":"The Time of Your Life: The Mortality and Longevity of Canadians","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Insurance, Mortality, Demography, Risk Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Longevity; Gerontology; Demography; Medicine; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007097209,0.00009391407,0.0001536109,0.00006746421,0.0006854333,0.0001134508,0.0004486442,0.00004908467,0.0000273349],"category_scores_gemma":[0.0001566434,0.00005636532,0.0001378215,0.0003958844,0.0006624423,0.0001267458,0.00003833007,0.0007537732,0.000004992336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255423,"about_ca_system_score_gemma":0.002557834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03908312,"about_ca_topic_score_gemma":0.3096169,"domain_scores_codex":[0.9976363,0.0003513276,0.0003004349,0.0001341722,0.0005073252,0.001070448],"domain_scores_gemma":[0.9993048,0.0001641652,0.0001475485,0.0002032671,0.00009184076,0.00008842419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001849928,0.00004076122,0.07792202,0.00003714142,0.0009831164,0.000006451996,0.006901904,0.00002173442,0.00003484671,0.8805528,0.00138282,0.0320979],"study_design_scores_gemma":[0.0003903881,0.0002648571,0.3659269,0.00009845831,0.000567715,0.00003686085,0.04213658,0.0004052175,0.000033848,0.5293808,0.06037943,0.0003789414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627158,0.02140285,0.0001444174,0.005861172,0.0003810436,0.000262663,0.00001385823,0.00002019735,0.009197973],"genre_scores_gemma":[0.9837263,0.01475928,0.000003409912,0.00005925804,0.0002292183,0.000003581382,4.153552e-7,0.000008913267,0.001209629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.351172,"threshold_uncertainty_score":0.9673157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01535453758497822,"score_gpt":0.2973790289589902,"score_spread":0.2820244913740119,"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."}}