{"id":"W3059990167","doi":"10.1007/978-3-030-52078-6_3","title":"Extending Research Linking Purpose in Life to Health: The Challenges of Inequality, the Potential of the Arts, and the Imperative of Virtue","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Flourishing; Nature versus nurture; The arts; Empirical research; Inequality; Empirical evidence; Psychology; Sociology; Public relations; Social psychology; Political science; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003280199,0.0004667361,0.0006032691,0.001786963,0.001865477,0.0081219,0.0009080422,0.002114931,0.009658095],"category_scores_gemma":[0.003361562,0.0002230211,0.0003113642,0.003616173,0.01306895,0.007863899,0.003040427,0.004096875,0.001001251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001745566,"about_ca_system_score_gemma":0.004783126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003246423,"about_ca_topic_score_gemma":0.01293964,"domain_scores_codex":[0.9990084,0.0006272171,0.00002042969,0.00006628934,0.0001985308,0.00007914314],"domain_scores_gemma":[0.993331,0.00568564,0.0001727162,0.0002476687,0.000256314,0.0003065191],"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":[0.00001240646,0.00008188013,0.001761359,0.0003298998,0.000007904563,0.00006149522,0.007305236,0.00008403485,0.0001179654,0.8643716,0.02607827,0.09978785],"study_design_scores_gemma":[0.000006748911,0.00003810985,0.007139086,0.001765612,0.00001139337,0.0001565441,0.01382084,0.0001790608,0.0001756939,0.7634575,0.213233,0.000016312],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01788531,0.2221546,0.006527203,0.1162698,0.002843004,0.00006591572,0.0001915729,0.00003877417,0.6340238],"genre_scores_gemma":[0.4846938,0.3547696,0.01375715,0.03432757,0.004833723,0.00037676,0.0003684675,0.000107023,0.1067659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009658095,"threshold_uncertainty_score":0.03230953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515530089400834,"score_gpt":0.4142945204189998,"score_spread":0.2627415114789163,"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."}}