{"id":"W2149010276","doi":"10.1504/ijram.2007.014664","title":"Foundational principles of welfare economics underlying the life quality index for efficient risk management","year":2007,"lang":"en","type":"article","venue":"International Journal of Risk Assessment and Management","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Life expectancy; Premise; Economics; Risk analysis (engineering); Public economics; Index (typography); Quality (philosophy); Harmony (color); Welfare; Management science; Key (lock); Human Development Index; Environmental economics; Human development (humanity); Business; Computer science; Economic growth; 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":[0.003371609,0.000133934,0.0002862809,0.0003709663,0.0001838866,0.0001135723,0.0004357518,0.00004256046,0.00003344969],"category_scores_gemma":[0.00005810536,0.0001189412,0.0001964096,0.00006041819,0.00007581673,0.000171711,0.0001814943,0.0001442082,0.000003239882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002219679,"about_ca_system_score_gemma":0.00001625317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007222676,"about_ca_topic_score_gemma":0.00004420434,"domain_scores_codex":[0.9981724,0.00002428095,0.00129939,0.000207996,0.0001063096,0.0001896487],"domain_scores_gemma":[0.9974681,0.0002179222,0.001975829,0.0001590858,0.0001027198,0.00007630417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001351987,0.0001252863,0.08066373,0.00004144371,0.0009840921,0.000001596501,0.0001478346,0.005074796,1.60278e-7,0.8982672,0.0001031915,0.01445545],"study_design_scores_gemma":[0.001733563,0.00005541014,0.7927824,0.0000230381,0.00006277006,0.000002782371,0.001015791,0.006749855,0.000002582419,0.1439383,0.05349328,0.0001402129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5887219,0.0004774677,0.3579194,0.004009882,0.001965871,0.0006012483,0.0003264459,0.00001038814,0.04596746],"genre_scores_gemma":[0.9897348,0.001437111,0.008362439,0.0001759355,0.0001675769,0.00001152003,0.00001224712,0.00001215082,0.00008617667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7543289,"threshold_uncertainty_score":0.4850283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07156964342569316,"score_gpt":0.336713747215249,"score_spread":0.2651441037895558,"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."}}