{"id":"W1970243156","doi":"10.1145/1614390.1614391","title":"Introduction to the special issue on UIDL for next-generation user interfaces","year":2009,"lang":"en","type":"article","venue":"ACM Transactions on Computer-Human Interaction","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Citation; Computer science; World Wide Web; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002535253,0.0002653803,0.0002050931,0.0004387062,0.0009182675,0.000676424,0.001816312,0.0001270129,0.00009835896],"category_scores_gemma":[0.00004352883,0.0002215188,0.0001397511,0.0004738606,0.00003776784,0.001106952,0.00004014609,0.0004620238,0.0002522568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001982149,"about_ca_system_score_gemma":0.00002061663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000184549,"about_ca_topic_score_gemma":0.0001060779,"domain_scores_codex":[0.9982818,0.0001190512,0.00042685,0.0006273799,0.0002589718,0.0002858962],"domain_scores_gemma":[0.9974965,0.0002030947,0.0001624276,0.001879772,0.0001881079,0.00007003263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006617797,0.0002910905,5.495083e-7,0.000004110074,0.00002674812,3.632819e-7,0.0005783736,0.01699015,0.003462394,0.007777102,0.1010988,0.8697042],"study_design_scores_gemma":[0.0006281034,0.003376636,0.0002502532,0.00006969403,0.00002473695,0.00002368023,0.0001853347,0.0723278,0.1233108,0.002938345,0.7963709,0.0004937082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0128364,0.000009337425,0.8941037,0.08716349,0.004503263,0.0006517268,0.000005034725,0.0005351292,0.0001918985],"genre_scores_gemma":[0.9203562,0.00004343057,0.06164074,0.003688707,0.0130894,0.0002128035,0.00003038202,0.00002303903,0.0009152879],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9075198,"threshold_uncertainty_score":0.9033273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05228732335802973,"score_gpt":0.3053580589769188,"score_spread":0.2530707356188891,"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."}}