{"id":"W4287872965","doi":"10.55016/ojs/sppp.v12i1.70008","title":"Social Policy Trends: Life Expectancy and Social Policy","year":2020,"lang":"en","type":"article","venue":"The School of Public Policy Publications","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Life expectancy; Social policy; Expectancy theory; Political science; Sociology; Public economics; Psychology; Economics; Demography; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0009211584,0.0002122673,0.0002263379,0.00226246,0.001085967,0.002813435,0.0003193929,0.001132124,0.01765761],"category_scores_gemma":[0.005150878,0.00007334305,0.0002410509,0.00580111,0.001014312,0.002201949,0.0007890633,0.001421062,0.001414897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01016347,"about_ca_system_score_gemma":0.01517567,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6080577,"about_ca_topic_score_gemma":0.7229836,"domain_scores_codex":[0.9991654,0.0001602791,0.00003506898,0.00006098217,0.0003733838,0.0002049513],"domain_scores_gemma":[0.9970987,0.0004593609,0.0004179729,0.00005274698,0.001223206,0.0007481378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001221272,0.0002170134,0.1873247,0.0004973676,0.00009801345,0.0001381834,0.002761664,0.001606476,0.0002016466,0.2843134,0.3206652,0.2020542],"study_design_scores_gemma":[0.00001803475,0.00007326691,0.5708712,0.001000336,0.00005004853,0.0001004247,0.004881334,0.00135908,0.0001368211,0.03720214,0.3842589,0.0000485516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1413253,0.04445927,0.001658443,0.4110726,0.00245073,0.0000560056,0.02640994,0.0002277224,0.3723398],"genre_scores_gemma":[0.8806138,0.03847985,0.0007747143,0.01292718,0.002338168,0.00005311684,0.01034275,0.00007517182,0.05439536],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6080577,"threshold_uncertainty_score":0.7885011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2840401345018492,"score_gpt":0.4580144573069451,"score_spread":0.1739743228050958,"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."}}