{"id":"W2064438722","doi":"10.1145/2556288.2557124","title":"Interface design for older adults with varying cultural attitudes toward uncertainty","year":2014,"lang":"en","type":"article","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preference; Context (archaeology); Cognition; Interface (matter); Psychology; Test (biology); Anxiety; Interface design; Culturally sensitive; Task (project management); Cultural diversity; Cognitive psychology; Applied psychology; Social psychology; Developmental psychology; Computer science; Human–computer interaction; Engineering; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00195561,0.0005233538,0.0002916805,0.0005357044,0.0002693007,0.0008583937,0.0004859477,0.0004055485,0.001936653],"category_scores_gemma":[0.01040983,0.0001500762,0.0004399628,0.0001747387,0.0001770548,0.0006321986,0.0008613319,0.0002789568,0.0002867064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001902752,"about_ca_system_score_gemma":0.0002966577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005007798,"about_ca_topic_score_gemma":0.0009421876,"domain_scores_codex":[0.9990564,0.00047419,0.0001605832,0.00007163081,0.0001759224,0.00006139172],"domain_scores_gemma":[0.9971922,0.001501414,0.0003226597,0.0001810962,0.0006008826,0.0002017815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00391796,0.002143483,0.126746,0.002192394,0.0002359778,0.001554257,0.02323733,0.00325189,0.09353875,0.001894125,0.004014396,0.7372734],"study_design_scores_gemma":[0.002638837,0.03796336,0.5701213,0.002217866,0.002817741,0.0143732,0.05237658,0.06121327,0.1257935,0.01139241,0.1183384,0.0007535177],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9457054,0.0006335009,0.0488766,0.0002277458,0.00004902615,0.0006242666,0.0001153562,0.0004927921,0.003275386],"genre_scores_gemma":[0.9191453,0.0004919742,0.07812929,0.0002008203,0.00002524891,0.0006203144,0.0001585513,0.00005036327,0.001178195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00195561,"threshold_uncertainty_score":0.01034242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0322435609910009,"score_gpt":0.3141458611571442,"score_spread":0.2819023001661433,"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."}}