{"id":"W2115721044","doi":"10.1057/pt.2011.15","title":"The Changing Demography of Mid‐life, from the 1980s to the 2000s","year":2011,"lang":"en","type":"article","venue":"Population Trends","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Economic and Social Research Council; University of Essex","keywords":"Quarter (Canadian coin); Educational attainment; Context (archaeology); Marital status; Longevity; British Household Panel Survey; Demographic economics; Life course approach; Demography; Status attainment; Demographic change; Survey data collection; Sociology; Geography; Population; Socioeconomics; Socioeconomic status; Economic growth; Gerontology; Economics; Psychology; Social psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006499623,0.0002298909,0.000270215,0.003307761,0.0007864408,0.001602608,0.000459435,0.000644428,0.002560961],"category_scores_gemma":[0.002699482,0.0001876845,0.0002844629,0.005019816,0.0005232412,0.001757764,0.0009312521,0.0007829671,0.0004770112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827784,"about_ca_system_score_gemma":0.0009127206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.139533,"about_ca_topic_score_gemma":0.2621253,"domain_scores_codex":[0.9997998,0.00002597868,0.00002438578,0.00005494162,0.000026077,0.00006879102],"domain_scores_gemma":[0.999211,0.0001002615,0.0002317121,0.00003586043,0.0002742127,0.0001470105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006285069,0.0001379572,0.8673417,0.0004629345,0.0001929311,0.0008641879,0.02448642,0.0007382946,0.002280003,0.006735597,0.01186402,0.08426743],"study_design_scores_gemma":[0.000002226054,0.00002332948,0.9846466,0.00008493171,0.00001074503,0.0001492332,0.002532712,0.00007254071,0.00007747721,0.0001578985,0.0122368,0.000005571049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760967,0.008475945,0.0001752912,0.002472321,0.00007533056,0.00001224252,0.006180959,0.00001721285,0.006494056],"genre_scores_gemma":[0.9879493,0.005708657,0.000159407,0.0003509522,0.00007955136,0.00001597265,0.003579732,0.00001014376,0.002146403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139533,"threshold_uncertainty_score":0.2774416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749801419315073,"score_gpt":0.2764408380758223,"score_spread":0.2489428238826715,"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."}}