{"id":"W2530758860","doi":"10.1002/per.2077","title":"Life Gets Better and Better: Cultural Life Script Theory and Subjective Trajectories for Life Satisfaction","year":2016,"lang":"en","type":"article","venue":"European Journal of Personality","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Life satisfaction; Psychology; Perception; Personality; Social psychology; Developmental psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002331083,0.0001960426,0.0003129175,0.00008312565,0.0002101762,0.00009552774,0.0001223634,0.00004820685,0.0002905936],"category_scores_gemma":[0.0006612967,0.0001277773,0.0001516724,0.00003907872,0.0002787281,0.0003937463,0.00002418976,0.0002158863,0.00002071228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003548274,"about_ca_system_score_gemma":0.0000513175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004285275,"about_ca_topic_score_gemma":0.0000277207,"domain_scores_codex":[0.9975773,0.001283892,0.0004227775,0.0002543532,0.0002079333,0.0002537538],"domain_scores_gemma":[0.9986171,0.0002889496,0.0003646738,0.0001382546,0.0002214534,0.0003696378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005608692,0.0002049819,0.816291,0.000109911,0.001690607,0.0001570701,0.0435017,1.328648e-7,0.009393211,0.003734409,0.03438405,0.08492421],"study_design_scores_gemma":[0.002932013,0.000457969,0.9831928,0.00004610659,0.00009652754,0.000102954,0.002694837,3.04598e-7,0.0001149831,0.001438676,0.008728916,0.0001938949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889148,0.002503313,0.001557809,0.004373842,0.001511437,0.0001463598,0.00004570335,0.00001910897,0.0009276627],"genre_scores_gemma":[0.9933515,0.000180373,0.0001986991,0.003555832,0.002231952,0.000002395784,0.000001182804,0.00003337532,0.0004447472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1669018,"threshold_uncertainty_score":0.5210606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03329419631579085,"score_gpt":0.298806187346905,"score_spread":0.2655119910311142,"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."}}