{"id":"W4391771386","doi":"10.1177/17456916231208367","title":"Happiness Maximization Is a WEIRD Way of Living","year":2024,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"European Commission; Narodowe Centrum Nauki; Hungarian Scientific Research Fund; Data Center of Management Science, National Natural Science Foundation of China - Peking University; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Grantová Agentura České Republiky","keywords":"Happiness; Psychology; Social psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001998026,0.0001371201,0.0002770086,0.000558502,0.00101904,0.002804518,0.0002072852,0.000338117,0.001310824],"category_scores_gemma":[0.002624666,0.00009354971,0.0001802659,0.0006080281,0.007246039,0.002306564,0.001914392,0.0009409411,0.0001572772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005419826,"about_ca_system_score_gemma":0.0004249359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000704876,"about_ca_topic_score_gemma":0.0009006964,"domain_scores_codex":[0.9991272,0.0004846352,0.00004719623,0.0001160046,0.0001006737,0.0001243359],"domain_scores_gemma":[0.9989059,0.0002146424,0.0003512833,0.0001653096,0.0001427071,0.0002202138],"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":[0.0002199761,0.0001290754,0.2024665,0.0004538361,0.0002875607,0.0007570998,0.07555175,0.001494015,0.007340498,0.5418084,0.007997227,0.1614941],"study_design_scores_gemma":[0.00001444629,0.0003137589,0.3768406,0.0004065111,0.00008856706,0.001557369,0.1226704,0.002908355,0.002418726,0.4089144,0.08373266,0.0001341836],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8915907,0.003832045,0.01663841,0.02096401,0.0002961249,0.00003101247,0.0001529148,0.00004925173,0.0664456],"genre_scores_gemma":[0.9979741,0.000437729,0.0008644004,0.0003025822,0.00002702501,0.000005726192,0.00001640998,0.000003737945,0.0003683734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002804518,"threshold_uncertainty_score":0.01056665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411157970031512,"score_gpt":0.3911219470783811,"score_spread":0.357010367378066,"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."}}