{"id":"W2888537546","doi":"10.1080/02701960.2018.1506775","title":"The use of personas in gerontological education","year":2018,"lang":"en","type":"article","venue":"Gerontology & Geriatrics Education","topic":"Persona Design and Applications","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Persona; Coursework; Experiential learning; Class (philosophy); Psychology; Medical education; Pedagogy; Computer science; Medicine; Human–computer interaction","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":[0.0003255251,0.0001201734,0.0001513348,0.0001552245,0.0002302144,0.00009112612,0.000692409,0.0001346094,0.00001372168],"category_scores_gemma":[0.0002209115,0.00009653592,0.00005006091,0.0006214082,0.0002205284,0.0003705844,0.00007679304,0.0001215659,0.00004786948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001330763,"about_ca_system_score_gemma":0.00109399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000384432,"about_ca_topic_score_gemma":0.0004406931,"domain_scores_codex":[0.9986901,0.0001720956,0.0003434836,0.0003631189,0.0001488352,0.0002823254],"domain_scores_gemma":[0.9984882,0.0002965871,0.0002117756,0.0006412145,0.0002917383,0.00007048364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002703527,0.0008369999,0.00950388,0.00001108753,0.00001230045,3.526239e-7,0.004163862,0.000002852373,0.002205489,0.4714248,0.03371736,0.478094],"study_design_scores_gemma":[0.0005642656,0.0004187804,0.5137871,0.00003144579,0.00003894036,0.0001075979,0.0016468,0.008058761,0.001046523,0.03577815,0.4378727,0.0006489842],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8180702,0.002659287,0.1571161,0.01373562,0.003540891,0.0008240878,0.000003068018,0.0001252892,0.003925518],"genre_scores_gemma":[0.9526919,0.0001471266,0.04509622,0.0006649491,0.0002736698,0.0001979234,0.000007895171,0.000006570796,0.0009137021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5042832,"threshold_uncertainty_score":0.3936621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08650084274781072,"score_gpt":0.3227270036594059,"score_spread":0.2362261609115952,"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."}}