{"id":"W4409664269","doi":"10.4324/9781003382447-1","title":"Overview of Wellbeing and Policy","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Political science; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008617665,0.001079803,0.0006438774,0.002585414,0.001894151,0.005692016,0.0008195427,0.002255037,0.03699129],"category_scores_gemma":[0.001504035,0.0002925107,0.0004143767,0.003908804,0.002510995,0.005651354,0.002324197,0.003340533,0.01387689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004000793,"about_ca_system_score_gemma":0.003996822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005259203,"about_ca_topic_score_gemma":0.005737598,"domain_scores_codex":[0.9991778,0.0002741633,0.00004477505,0.0001025854,0.0003134661,0.00008721592],"domain_scores_gemma":[0.9995277,0.0002454097,0.00002898744,0.00003152841,0.0001148386,0.00005156887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001089632,0.00002553696,0.0001019507,0.0007985455,0.000005958228,0.00005836484,0.001047769,0.0004580023,0.00008006062,0.4583701,0.3982103,0.1408324],"study_design_scores_gemma":[6.944448e-7,0.000002757748,0.00009593443,0.0005119409,8.588466e-7,0.00003139325,0.0001670779,0.00002310653,0.000009193028,0.0245997,0.9745542,0.000003045765],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006136012,0.2936632,0.004336782,0.04314769,0.008147057,0.00007217874,0.0005646585,0.0002488048,0.649206],"genre_scores_gemma":[0.02144,0.5539207,0.00637218,0.01928122,0.008285783,0.0002881002,0.001326407,0.0003012021,0.3887844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03699129,"threshold_uncertainty_score":0.1237482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05230167958944433,"score_gpt":0.3664820695682979,"score_spread":0.3141803899788536,"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."}}