{"id":"W2980775952","doi":"10.3389/fpsyg.2019.02377","title":"Lay Conceptions of Happiness: Associations With Reported Well-Being, Personality Traits, and Materialism","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Foundation","keywords":"Happiness; Psychology; Big Five personality traits; Social psychology; Personality; Life satisfaction; Affect (linguistics); Subjective well-being; Well-being; Value (mathematics); Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005421678,0.0002134004,0.0005339849,0.0002452875,0.00006344704,0.00001619614,0.0001678219,0.0003925585,0.001941855],"category_scores_gemma":[0.00003953427,0.0001903174,0.00006671766,0.0003859354,0.0003211311,0.00009189192,0.00001965257,0.00033157,0.00007087859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004115962,"about_ca_system_score_gemma":0.00001998794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003334654,"about_ca_topic_score_gemma":0.000040398,"domain_scores_codex":[0.9978271,0.0003858818,0.0005790404,0.0006584678,0.0001650851,0.0003844423],"domain_scores_gemma":[0.999029,0.00007365472,0.0003870567,0.0003569246,0.00006971345,0.00008368287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000478742,0.0003693241,0.9413905,0.00002394174,0.0003051435,0.00003011603,0.003736099,0.000003991162,0.001864763,0.01011076,0.03534717,0.006339466],"study_design_scores_gemma":[0.002597841,0.0003179483,0.966521,0.00003281185,0.00004584756,0.00008116796,0.001063139,0.00001058046,0.00001726021,0.01132012,0.01776161,0.0002307258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8172266,0.0002365513,0.00338869,0.0009337885,0.003115833,0.0004055609,0.00004286534,0.00007897962,0.1745711],"genre_scores_gemma":[0.9943916,0.00007148784,0.002830622,0.000803431,0.0001070512,0.00005825494,0.00005407519,0.00002608864,0.001657377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.177165,"threshold_uncertainty_score":0.9989705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809435301748388,"score_gpt":0.3120981037891313,"score_spread":0.2940037507716475,"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."}}