{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001837132,0.000332833,0.0003367657,0.0003253332,0.0002114142,0.000745192,0.0002087457,0.0003414228,0.003071609],"category_scores_gemma":[0.01814168,0.0001414738,0.0004723447,0.000305797,0.00036729,0.0004403455,0.0003961108,0.0004277503,0.000352982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001688594,"about_ca_system_score_gemma":0.0001716529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001291596,"about_ca_topic_score_gemma":0.001173124,"domain_scores_codex":[0.9983857,0.0008010583,0.0001308461,0.0001247536,0.0004139475,0.000143835],"domain_scores_gemma":[0.9834553,0.01186143,0.001548799,0.0006281322,0.001158205,0.001348127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01293459,0.008341279,0.7792688,0.0003751042,0.0005015848,0.0005479732,0.005296331,0.003116812,0.03220978,0.0002948376,0.001134091,0.1559788],"study_design_scores_gemma":[0.0001792717,0.007404017,0.9854416,0.00001214268,0.0001444467,0.0002155232,0.000873425,0.002800247,0.002347443,0.0001634868,0.0003849896,0.00003354414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987246,0.00004965611,0.0001879898,0.00002160033,0.000004247852,0.00001168952,0.000021827,0.000009714617,0.0009686762],"genre_scores_gemma":[0.9992618,0.00002983783,0.0002122362,0.00001744591,0.000006746627,0.00001156288,0.00003935373,0.000006246719,0.000414784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003071609,"threshold_uncertainty_score":0.01027554,"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."}}