{"id":"W2961361953","doi":"10.1111/jopy.12499","title":"Bottom‐up or top‐down? Examining global and domain‐specific evaluations of how one's life is unfolding over time","year":2019,"lang":"en","type":"article","venue":"Journal of Personality","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Life satisfaction; Psychology; Perspective (graphical); Three-domain system; Domain (mathematical analysis); Developmental psychology; Time perspective; Variance (accounting); Social psychology; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002119196,0.0001295039,0.0004414688,0.00009304633,0.00008639887,0.00004389892,0.0002143344,0.0001573518,0.007170854],"category_scores_gemma":[0.0001510083,0.0001033688,0.0001054763,0.000212167,0.0001640237,0.0001661271,0.0000536209,0.0003938237,0.0000768735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101118,"about_ca_system_score_gemma":0.0002323388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005651525,"about_ca_topic_score_gemma":0.000006355625,"domain_scores_codex":[0.9980714,0.0004296974,0.000389756,0.000231703,0.0005789377,0.0002985441],"domain_scores_gemma":[0.998493,0.0003766719,0.0003952486,0.0002519599,0.0003095526,0.0001735371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002150677,0.0006023956,0.8847354,0.0001407859,0.001231061,0.00007132588,0.02042847,0.000001999227,0.005377247,0.004427297,0.07281995,0.008013373],"study_design_scores_gemma":[0.00359337,0.0009733185,0.9803085,0.0001372692,0.0001123128,0.0003167766,0.007739223,0.00007431678,0.0001023079,0.0006253503,0.005796781,0.0002204185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896416,0.001390609,0.0002794869,0.003212189,0.0004140653,0.0001185714,0.00003537739,0.00000788325,0.004900208],"genre_scores_gemma":[0.9934486,0.00001573078,0.001146603,0.0002393652,0.0002497383,0.000001740412,0.000001673858,0.000009110699,0.004887411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09557314,"threshold_uncertainty_score":0.9937367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1247463500135218,"score_gpt":0.4163051985726546,"score_spread":0.2915588485591328,"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."}}