{"id":"W2027619182","doi":"10.1145/1357054.1357249","title":"Impact of screen size on performance, awareness, and user satisfaction with adaptive graphical user interfaces","year":2008,"lang":"en","type":"article","venue":"","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Center for Advanced Study, University of Illinois at Urbana-Champaign; Natural Sciences and Engineering Research Council of Canada","keywords":"Personalization; Computer science; Display size; Human–computer interaction; Graphical user interface; User interface; Set (abstract data type); User satisfaction; Multimedia; Interface (matter); User interface design; User experience design; Display device; World Wide Web; Operating system","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":[0.0003245174,0.0001394243,0.0002123452,0.0002647194,0.0001643044,0.00006817946,0.0001732886,0.00004816759,0.0006501121],"category_scores_gemma":[0.00005457128,0.00007511128,0.0000641402,0.0004858431,0.0001825325,0.001240177,0.00005917961,0.00009584889,0.00005692639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000203168,"about_ca_system_score_gemma":0.00004263002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006432589,"about_ca_topic_score_gemma":0.000276906,"domain_scores_codex":[0.9984498,0.00003731985,0.0003318623,0.0002089061,0.0008271321,0.0001449746],"domain_scores_gemma":[0.9990774,0.0002578394,0.0001648286,0.0002169004,0.0002076703,0.0000753216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003598268,0.00002713163,0.9923785,0.000001388787,0.00002388371,0.000001238194,0.0002144866,0.0001975051,0.00004136095,0.0003785873,0.003154563,0.003221486],"study_design_scores_gemma":[0.0004792722,0.0007666294,0.9964038,0.00001496498,0.00001125186,0.000007850607,0.0003692225,0.001361183,0.000213252,0.00002898864,0.0002302135,0.0001133871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967233,0.000005301305,0.0006361948,0.00006387932,0.00002990768,0.000144987,0.00001255725,0.00002719548,0.002356662],"genre_scores_gemma":[0.9975612,0.00003649764,0.0006201707,0.00007236476,0.00001168502,0.000005222684,0.000001905082,0.000005321008,0.00168569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004025243,"threshold_uncertainty_score":0.7118271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1650409893412046,"score_gpt":0.392341459757584,"score_spread":0.2273004704163794,"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."}}