{"id":"W2914678978","doi":"10.3390/socsci8020055","title":"Subjective Happiness, Health and Quality of Life and Their Sociocultural Correlates among Younger Population in Malawi","year":2019,"lang":"en","type":"article","venue":"Social Sciences","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Happiness; Psychosocial; Life satisfaction; Population; Quality of life (healthcare); Public health; Psychology; Sociocultural evolution; Gerontology; Demography; Medicine; Environmental health; Social psychology; Sociology; Psychiatry","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":[0.0008163452,0.00007290764,0.0002042911,0.00004008373,0.0001799871,0.00002045861,0.0000533768,0.00009807204,0.00006563407],"category_scores_gemma":[0.00005727806,0.00005060848,0.00002553756,0.0002187776,0.0004091812,0.0001675902,0.0000172422,0.0001094419,0.000004570212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002277311,"about_ca_system_score_gemma":0.0000188309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009960848,"about_ca_topic_score_gemma":0.0006680354,"domain_scores_codex":[0.9989829,0.0002901285,0.0002129028,0.000241923,0.0001042557,0.0001679103],"domain_scores_gemma":[0.9996023,0.0001206114,0.0001795021,0.00003854746,0.0000179658,0.00004103609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002790954,0.00001929224,0.972671,0.000008764875,0.000006013414,3.392922e-8,0.01117175,0.000001196814,0.00007825434,0.01374861,0.000034122,0.002233036],"study_design_scores_gemma":[0.0002658126,0.00009315493,0.9810933,0.000009546212,7.136626e-7,2.992513e-7,0.01320183,0.00001708157,0.000001357236,0.005235251,0.0000163552,0.00006523674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906364,0.0003999408,0.000004544374,0.0008151787,0.0003664213,0.0001548433,0.000004525055,0.00001663632,0.007601485],"genre_scores_gemma":[0.9995499,0.00002350562,0.000009972347,0.0002187208,0.00005092832,0.000004487107,0.000003590623,0.000002137723,0.0001368196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009292812,"threshold_uncertainty_score":0.9966319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06211939706796642,"score_gpt":0.3774954902642009,"score_spread":0.3153760931962344,"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."}}