{"id":"W2973733567","doi":"10.1126/sciadv.aax2615","title":"Valuing time over money predicts happiness after a major life transition: A preregistered longitudinal study of graduating students","year":2019,"lang":"en","type":"article","venue":"Science Advances","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Happiness; Transition (genetics); Psychology; Longitudinal study; Social psychology; Economics; Biology; Mathematics; Statistics; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001115229,0.0002556537,0.0004535701,0.0004580061,0.0008290064,0.001112875,0.0004674514,0.0009084356,0.001495506],"category_scores_gemma":[0.002079052,0.0003497909,0.0005533699,0.0005493503,0.0003701178,0.0005890381,0.0007686606,0.001396755,0.0005302274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002971582,"about_ca_system_score_gemma":0.0004491874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264914,"about_ca_topic_score_gemma":0.01837684,"domain_scores_codex":[0.9997426,0.00007542178,0.00001559832,0.00005226182,0.00003425254,0.00007995033],"domain_scores_gemma":[0.9986039,0.0001277463,0.0003429145,0.0001656439,0.0001473219,0.0006124089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001940269,0.0004442417,0.9965654,0.000004374394,0.00005182004,0.00004072467,0.0004350079,0.00002382448,0.0004431447,0.00002186814,0.0001300137,0.001645588],"study_design_scores_gemma":[0.000004438455,0.0002230906,0.9990114,0.000002534277,0.00001701609,0.00002248752,0.0004469203,0.00007898798,0.00005481789,0.00001446091,0.0001201581,0.000003641592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996988,0.00004164622,0.00003212623,0.00003195722,0.000004673209,0.00000424412,0.000106562,0.000001267497,0.0000787887],"genre_scores_gemma":[0.9991611,0.00005493203,0.00006649197,0.00003912808,0.000005164175,0.000008897003,0.0002261358,0.000001668618,0.0004364915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264914,"threshold_uncertainty_score":0.02515107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831078183912475,"score_gpt":0.359089617594498,"score_spread":0.3307788357553733,"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."}}