{"id":"W4225013419","doi":"10.1145/3491102.3517692","title":"Design is Worth a Thousand Words: The Effect of Digital Interaction Design on Picture-Prompted Reminiscence","year":2022,"lang":"en","type":"article","venue":"CHI Conference on Human Factors in Computing Systems","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"AGE-WELL","keywords":"Reminiscence; Touchscreen; Usability; Computer science; Psychology; Human–computer interaction; Recall; Cognitive psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001630352,0.0002885817,0.0004553245,0.0002883552,0.001075938,0.0002342094,0.001000374,0.0001402067,0.00004654591],"category_scores_gemma":[0.0003715435,0.0002139472,0.00008352216,0.0005427138,0.0003336968,0.0001179691,0.0001622748,0.0008410559,0.000007413524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003480261,"about_ca_system_score_gemma":0.000125034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003581635,"about_ca_topic_score_gemma":0.00004636876,"domain_scores_codex":[0.9959801,0.001848359,0.0005151901,0.0005301143,0.0006911795,0.0004350257],"domain_scores_gemma":[0.9969803,0.001907717,0.0005130632,0.0004810666,0.00005856174,0.00005930787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001137021,0.0007684876,0.5071006,0.0002819575,0.0003320985,0.00007541428,0.3850145,0.05630771,0.002265041,0.02590361,0.003542921,0.01727056],"study_design_scores_gemma":[0.01850726,0.04796335,0.121207,0.01904995,0.0004677036,0.0001202856,0.488025,0.2103822,0.06603099,0.01081662,0.007961734,0.009467825],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896825,0.00002863212,0.00509866,0.0001422446,0.001029226,0.001581436,0.0000100613,0.0002604904,0.002166735],"genre_scores_gemma":[0.9996536,0.000002241892,0.00002623472,0.00002706137,0.00007481087,0.00005363444,0.000005904353,0.00002275689,0.0001337492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3858936,"threshold_uncertainty_score":0.8724514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08533412754646139,"score_gpt":0.3399180028573769,"score_spread":0.2545838753109155,"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."}}