{"id":"W2753113223","doi":"10.1016/j.jaging.2017.08.002","title":"Precarity in late life: Understanding new forms of risk and insecurity","year":2017,"lang":"en","type":"article","venue":"Journal of Aging Studies","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":96,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; Hamilton Health Sciences; Concordia University; Western University; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Precarity; Austerity; Disadvantage; Context (archaeology); Inequality; Sociology; Longevity; Social inequality; Life course approach; Political science; Politics; Gender studies; Social psychology; Psychology; Geography; Gerontology; Medicine","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":[0.00122609,0.0001020058,0.0004898147,0.0001191083,0.001113323,0.00001196788,0.0001281433,0.00004866003,0.000004044921],"category_scores_gemma":[0.001628293,0.0000696941,0.00005746722,0.00004251214,0.0001471732,0.0002899507,0.0002874924,0.0004828025,5.458187e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181984,"about_ca_system_score_gemma":0.00009260925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004682354,"about_ca_topic_score_gemma":0.002239851,"domain_scores_codex":[0.9988596,0.0001120115,0.0005619115,0.00008377763,0.0001708825,0.0002117477],"domain_scores_gemma":[0.9979912,0.0005131025,0.0011575,0.000128535,0.0001449951,0.00006466565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004817556,0.00001634871,0.9483081,0.0001811381,0.0002183216,0.000005414272,0.04763709,0.000002750359,0.000007000882,0.001268098,0.00161537,0.0006921516],"study_design_scores_gemma":[0.001495437,0.00008375368,0.9020502,0.001223565,0.00008433203,6.202093e-7,0.01852184,0.000004300141,0.00001389596,0.07610939,0.0003350933,0.00007755383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840619,0.008941622,0.00005957835,0.00537618,0.0004975334,0.0001095635,0.000004247926,0.000006147837,0.0009432131],"genre_scores_gemma":[0.9844387,0.01505702,0.0001043796,0.0000583225,0.0001933188,0.000001138648,7.419928e-8,0.000006603552,0.000140441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0748413,"threshold_uncertainty_score":0.8562891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135932789643503,"score_gpt":0.4689574614678,"score_spread":0.2553641825034498,"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."}}