{"id":"W4415697223","doi":"10.1177/07334648251394117","title":"Discrimination, Disclosure, and Working in Old Age: A Queer Life Course Analysis of Employment Trajectories Among LGBTQ+ Older Adults in Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Life course approach; Identity (music); Social security; Working life; Financial security; Queer; Differential (mechanical device)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008981025,0.0001229664,0.0006047539,0.0003114655,0.00007617622,0.00002382107,0.0001973041,0.00008982609,0.00003500459],"category_scores_gemma":[0.0001140635,0.0001084609,0.00007667279,0.0007091027,0.0002825725,0.00008358538,0.00003386596,0.0001829038,5.269222e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000642848,"about_ca_system_score_gemma":0.000918283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7339343,"about_ca_topic_score_gemma":0.99744,"domain_scores_codex":[0.9981359,0.0001617432,0.0008110659,0.0001961275,0.000403714,0.0002914977],"domain_scores_gemma":[0.9990821,0.0002151563,0.0003813917,0.0001236354,0.00009081946,0.0001068446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457593,0.0001810907,0.9654121,0.00003080602,0.0002710258,0.00001190048,0.02455717,0.0002543454,0.000005612022,0.005910882,0.000171098,0.003048236],"study_design_scores_gemma":[0.000744883,0.00002377534,0.9580511,0.00009406374,0.0003019543,1.728522e-7,0.03982453,0.00003937612,0.00001377171,0.0007079786,0.0001114483,0.00008692902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953372,0.0004666547,0.00004678809,0.001327375,0.0002514124,0.0002584324,0.000001945832,0.000002808674,0.002307351],"genre_scores_gemma":[0.9995493,0.0001604843,0.00005294645,0.0001170417,0.00003628916,0.00001892669,0.000001948785,0.000004355644,0.0000586885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2635056,"threshold_uncertainty_score":0.4422907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05806304231380822,"score_gpt":0.356975787660492,"score_spread":0.2989127453466838,"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."}}