{"id":"W2899780863","doi":"10.1093/geroni/igy023.635","title":"PRECARITY AND AGING: UNDERSTANDING CHANGING FORMS OF RISK AND INSECURITY IN LATER LIFE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Precarity; Precarious work; Life course approach; Sociology; Globalization; Political science; Gender studies; Work (physics); Social psychology; Psychology","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":[0.001606584,0.00006594613,0.0001218813,0.0005518522,0.000321164,0.00004753411,0.00004357997,0.00004557503,0.000008860021],"category_scores_gemma":[0.0003731959,0.00006564679,0.000007081606,0.001183112,0.0002210622,0.0003298375,0.00004912542,0.0001060654,2.912299e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007389465,"about_ca_system_score_gemma":0.00004012207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004722906,"about_ca_topic_score_gemma":0.03544817,"domain_scores_codex":[0.9991729,0.00006628704,0.0002806011,0.000148872,0.0001399176,0.0001914173],"domain_scores_gemma":[0.9995929,0.00009989279,0.0001495346,0.00005257418,0.00008577236,0.00001930308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002665107,0.000006476019,0.5705369,0.00001562099,0.00000326348,2.755685e-7,0.3879578,8.253414e-7,0.00002281654,0.04096425,0.00002193622,0.0004671322],"study_design_scores_gemma":[0.0005854857,0.00001659054,0.8492969,0.0001807934,0.000006382185,3.30313e-7,0.02886131,0.0006041992,0.0003297972,0.1193413,0.0006072617,0.0001696528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952078,0.0001426821,0.002008515,0.0005331741,0.0001022681,0.000113564,0.000001778908,0.00002106967,0.001869164],"genre_scores_gemma":[0.9994299,0.0001809283,0.0001566202,0.00008246169,0.0001201718,0.000004233521,0.00000153301,0.000004388386,0.00001980054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3590965,"threshold_uncertainty_score":0.9821524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04704127607109192,"score_gpt":0.3126048126499869,"score_spread":0.265563536578895,"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."}}