{"id":"W2171089272","doi":"","title":"Measuring the Impact of Research on Well-being: A Survey of Indicators of Well-being","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Section (typography); Well-being; Work (physics); Regional science; Scale (ratio); Political science; Public economics; Business; Geography; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02340458,0.0002400941,0.0007259113,0.001427576,0.0003691519,0.00007658919,0.002068061,0.0005113085,0.0001947301],"category_scores_gemma":[0.005673761,0.0002177839,0.0003382792,0.001093498,0.002526198,0.00009675169,0.0007852256,0.002448686,0.000008479023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00244028,"about_ca_system_score_gemma":0.005617895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.409628,"about_ca_topic_score_gemma":0.1866395,"domain_scores_codex":[0.993012,0.002895766,0.0009735457,0.0006554156,0.001262099,0.001201134],"domain_scores_gemma":[0.9926264,0.004770824,0.000633403,0.001223782,0.0004321539,0.0003134044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001681937,0.0011763,0.630613,0.001116514,0.001160996,0.00004192321,0.08785867,0.05965811,0.0002893839,0.05227206,0.004252445,0.1598787],"study_design_scores_gemma":[0.0008388146,0.0004093159,0.9643979,0.001762269,0.00001321111,0.000001577806,0.004126023,0.0007981016,0.002602349,0.008539686,0.01588691,0.0006238549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7135404,0.00008768027,1.227535e-7,0.0005433599,0.00007935085,0.000583915,0.0001287144,0.000005728594,0.2850307],"genre_scores_gemma":[0.990711,0.006946606,0.00001707354,0.00002429508,0.0002446052,0.00004131094,0.000008606304,0.00004053177,0.001965968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3337849,"threshold_uncertainty_score":0.9998527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.075563740663223,"score_gpt":0.3974988588432021,"score_spread":0.3219351181799791,"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."}}