{"id":"W4405961065","doi":"10.1093/geroni/igae098.1431","title":"AGE INCLUSIVITY DOMAINS OF HIGHER EDUCATION (AIDHE): A MODEL TO SUPPORT AGE-DIVERSE STUDENTS, FACULTY, AND STAFF","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; Higher education; Mathematics education; Pedagogy; Medicine; Political science","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":[0.01333877,0.0007223426,0.0002967448,0.002196583,0.004911305,0.006877027,0.002515193,0.002183098,0.005161611],"category_scores_gemma":[0.01029703,0.0004484434,0.0007986885,0.0009577377,0.003927662,0.00792991,0.01770416,0.002872532,0.001911519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004380321,"about_ca_system_score_gemma":0.01985904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009523587,"about_ca_topic_score_gemma":0.02175738,"domain_scores_codex":[0.9916738,0.004963052,0.0003174212,0.0004797435,0.001216715,0.001349353],"domain_scores_gemma":[0.9893212,0.001611996,0.0005994261,0.0008071666,0.001791268,0.005868889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003070224,0.003396795,0.1151097,0.0003589882,0.00006446402,0.0007106509,0.06685504,0.005961328,0.002033271,0.1592138,0.08240843,0.5635806],"study_design_scores_gemma":[0.0002443682,0.002315966,0.06483609,0.001479664,0.00008240591,0.001315406,0.1626379,0.0208538,0.002234736,0.1065759,0.6370655,0.0003583288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3464112,0.001664222,0.2532869,0.107156,0.001860232,0.00267548,0.0004350736,0.002708461,0.2838025],"genre_scores_gemma":[0.7816844,0.0008394502,0.1850751,0.006055358,0.0001676913,0.001562676,0.0003607188,0.0001003444,0.02415413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333877,"threshold_uncertainty_score":0.07054305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001968240170695,"score_gpt":0.4895551769829156,"score_spread":0.2893583529658461,"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."}}