{"id":"W2143335918","doi":"10.1007/s11205-005-4717-2","title":"Quality of Life of Some Under-Represented Survey Respondents: Youth, Aboriginals and Unemployed","year":2006,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Happiness; Life satisfaction; Quality of life (healthcare); Psychology; Demography; Subjective well-being; Population; Gerontology; Social psychology; 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":[0.007232142,0.000147634,0.0004860196,0.0006372391,0.0002491019,0.0000271849,0.0003325509,0.0004020605,0.0004040845],"category_scores_gemma":[0.0008984478,0.000137769,0.0001056564,0.00148134,0.00118412,0.00008555518,0.00009740458,0.0006129384,0.00004618279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006259488,"about_ca_system_score_gemma":0.0001197537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0370226,"about_ca_topic_score_gemma":0.00035232,"domain_scores_codex":[0.992312,0.004921273,0.000767027,0.0004875271,0.0009750523,0.0005371613],"domain_scores_gemma":[0.9973418,0.001491182,0.0003519769,0.0003825565,0.0002772735,0.0001552221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001544252,0.0006645994,0.930184,0.00004387136,0.0001629571,0.000002611919,0.002373308,0.000001897671,0.002859995,0.05347597,0.007453541,0.001233005],"study_design_scores_gemma":[0.001031509,0.0001364864,0.9799572,0.000009475996,0.000007116791,2.840272e-7,0.002431286,5.023138e-7,0.0004352061,0.01566325,0.0002071522,0.0001204771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880294,0.000330229,0.00005654333,0.0004000658,0.0002413721,0.0002919674,0.0002542441,0.00004295247,0.01035328],"genre_scores_gemma":[0.9984917,0.00003319697,0.00001166125,0.00004375244,0.0002347707,0.00002034583,0.00006832699,0.00002195864,0.001074256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04977326,"threshold_uncertainty_score":0.96939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276843117516421,"score_gpt":0.5054270863625301,"score_spread":0.277742774610888,"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."}}