{"id":"W2156870913","doi":"10.1177/0164027512446028","title":"An Uneven Burden","year":2012,"lang":"en","type":"article","venue":"Research on Aging","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Carleton University","funders":"University of Pittsburgh","keywords":"Immigration; Flexibility (engineering); Ethnic group; Psychology; Educational attainment; Gerontology; Sick leave; Work schedule; Schedule; Work (physics); Medicine; Demographic economics; Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003492276,0.00007110881,0.0001071638,0.000176746,0.001479301,0.00001004398,0.0001782612,0.00005661943,0.0006462377],"category_scores_gemma":[0.0001826168,0.00005544777,0.00002222622,0.0002380289,0.00005580694,0.0001818753,0.0001606533,0.000765794,0.002209075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369089,"about_ca_system_score_gemma":0.00005897915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006081362,"about_ca_topic_score_gemma":0.00004176457,"domain_scores_codex":[0.9971498,0.001009456,0.0001454141,0.0001458623,0.0005058142,0.001043682],"domain_scores_gemma":[0.9987073,0.0006251459,0.00002447275,0.0002823249,0.0001365811,0.0002241553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004968722,0.0001417971,0.7884597,0.0001452731,0.0000416698,0.000007055221,0.02844092,0.00000431754,0.001492244,0.04798864,0.1126637,0.02056501],"study_design_scores_gemma":[0.0005619322,0.0001796194,0.3088629,0.0003279074,0.000004957563,3.200357e-7,0.02247902,0.00005519152,0.0001982286,0.001718993,0.6654192,0.0001916897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7976168,0.0004681562,0.00002342634,0.01714848,0.0004059523,0.0004942121,0.000003937657,0.0001525974,0.1836865],"genre_scores_gemma":[0.9857545,0.00007184561,0.00003883577,0.0003411344,0.001813303,0.00008937462,0.000005848344,0.00002019062,0.01186498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5527555,"threshold_uncertainty_score":0.9998206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4000323375118489,"score_gpt":0.6247148061203991,"score_spread":0.2246824686085502,"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."}}