{"id":"W2078423466","doi":"10.1007/s12126-008-9005-4","title":"Characteristics and Impact of Life Turning Points for Older Adults","year":2008,"lang":"en","type":"article","venue":"Ageing International","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Turning point; Domain (mathematical analysis); Psychology; Theme (computing); Point (geometry); Life span; Developmental psychology; Gerontology; Demography; Sociology; Medicine; Mathematics; Computer science; Geometry; Art; Aesthetics","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":[0.0001292788,0.00006220382,0.000113389,0.00008032499,0.00005315725,0.000006477726,0.0001085036,0.00005385734,0.0004675024],"category_scores_gemma":[0.000268529,0.00005521404,0.0000562236,0.00002558534,0.00007552255,0.00004189882,0.0000308273,0.0000977298,0.0000185406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001815792,"about_ca_system_score_gemma":0.00002882292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001497619,"about_ca_topic_score_gemma":0.000003145486,"domain_scores_codex":[0.9994313,0.00002714816,0.0001556456,0.0001464674,0.00009702946,0.0001424135],"domain_scores_gemma":[0.9994668,0.0001993983,0.0000799962,0.00008376019,0.000118908,0.00005110013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005209408,0.000125301,0.9709953,0.00001853347,0.0003414827,0.0000654055,0.007892242,0.000001493213,0.00007750338,0.001114252,0.006793534,0.012054],"study_design_scores_gemma":[0.0009060087,0.00007241572,0.9978271,0.00002974044,0.000003982768,0.00005819186,0.0001109896,0.0006917494,0.00001181051,0.0000442231,0.0001906761,0.00005317198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995101,0.00007774762,0.001571662,0.0002476897,0.0003396506,0.00008302052,0.00003295533,0.00001591264,0.002530325],"genre_scores_gemma":[0.997722,0.000005929893,0.0003627068,0.00007400526,0.0001638324,0.00001534951,0.00003617152,0.000009030812,0.001610972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02683173,"threshold_uncertainty_score":0.5118824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03545212829621729,"score_gpt":0.3708762376873804,"score_spread":0.3354241093911631,"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."}}