{"id":"W2346388674","doi":"10.1145/2851581.2886431","title":"Rethinking Mobile Interfaces for Older Adults","year":2016,"lang":"en","type":"article","venue":"","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Engineering and Physical Sciences Research Council","keywords":"Mantra; Social isolation; Mobile device; Digital divide; Computer science; Internet privacy; Older people; Isolation (microbiology); Gerontology; World Wide Web; Psychology; Medicine; The Internet","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":[0.007808427,0.000732488,0.0004622201,0.001129831,0.001637159,0.005984691,0.001383343,0.002840509,0.009429874],"category_scores_gemma":[0.01904489,0.0003893146,0.0005286285,0.0006592909,0.00192602,0.009285692,0.004238547,0.002028023,0.003392542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006280153,"about_ca_system_score_gemma":0.0008957867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001432707,"about_ca_topic_score_gemma":0.00325737,"domain_scores_codex":[0.9970439,0.001516333,0.000281674,0.0001941293,0.0007708889,0.0001930452],"domain_scores_gemma":[0.9936864,0.003914798,0.0002065986,0.0004906451,0.00141127,0.0002902795],"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":[0.0002046151,0.0001538987,0.002527234,0.001501432,0.00003409055,0.000373243,0.05634176,0.0002104638,0.01158889,0.01516971,0.08881704,0.8230776],"study_design_scores_gemma":[0.0000338706,0.0006031553,0.004199984,0.001477898,0.00008583752,0.0006208183,0.01561415,0.0006449262,0.003014459,0.006877553,0.9667628,0.00006451178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.2498541,0.1422207,0.1842399,0.1712428,0.04254241,0.001689385,0.0007098708,0.007927289,0.1995737],"genre_scores_gemma":[0.5637478,0.08673737,0.1273283,0.0409476,0.01308573,0.001743082,0.0009887174,0.002124096,0.1632973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009429874,"threshold_uncertainty_score":0.04129541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171502452091753,"score_gpt":0.2969608848049858,"score_spread":0.2798106395958105,"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."}}