{"id":"W4405960723","doi":"10.1093/geroni/igae098.0988","title":"EXPERIENCES OF SENIOR SCHOLARS AND PROFESSORS EMERITI AT THE UNIVERSITY OF MANITOBA: ONLINE SURVEY FINDINGS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Library science; Medical education; Psychology; Sociology; Media studies; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006665903,0.0003678816,0.0006688387,0.002220041,0.005975394,0.004344762,0.001286688,0.000814199,0.003427489],"category_scores_gemma":[0.01253114,0.0004231915,0.0002530357,0.003896232,0.002070038,0.001541618,0.004390842,0.001420302,0.0005784726],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004242431,"about_ca_system_score_gemma":0.009315239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1171657,"about_ca_topic_score_gemma":0.2141523,"domain_scores_codex":[0.996811,0.001028716,0.0002333089,0.000205149,0.0008630328,0.0008588699],"domain_scores_gemma":[0.9835696,0.002547598,0.002592946,0.0003058279,0.00389133,0.007092703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008756582,0.0004060204,0.5205639,0.0004392318,0.00003527689,0.0009500889,0.4464937,0.00005030736,0.001087231,0.0004372278,0.00429364,0.02515567],"study_design_scores_gemma":[0.000004062894,0.0001266374,0.2127258,0.0002034085,0.00001105162,0.0002285282,0.7769056,0.00006346108,0.0001331152,0.00006096413,0.009519017,0.00001829398],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951335,0.0004659079,0.00006344888,0.001059707,0.00003553198,0.00003304422,0.0001258655,0.000008159598,0.003074759],"genre_scores_gemma":[0.9931771,0.001394289,0.0002496784,0.001229994,0.00004716683,0.00005142637,0.0001359822,0.00001027706,0.003704223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9957576,"threshold_uncertainty_score":0.2329674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09031083227242978,"score_gpt":0.3883352105790926,"score_spread":0.2980243783066628,"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."}}