{"id":"W1988510477","doi":"10.1007/s11042-013-1459-z","title":"SmartPads: a plug-N-play configurable tangible user interface","year":2013,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Interactive and Immersive Displays","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Qatar National Research Fund","keywords":"Computer science; Plug and play; Human–computer interaction; Plug-in; Interface (matter); User interface; World Wide Web; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005730213,0.0001312922,0.0001294658,0.000062299,0.0001682971,0.0003129105,0.0004004739,0.0000512855,0.000321407],"category_scores_gemma":[0.00002258669,0.0001140019,0.00004324006,0.0001992176,0.00005961243,0.0009223492,0.0001244856,0.0001217138,0.00168131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002038748,"about_ca_system_score_gemma":0.00002441475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001898721,"about_ca_topic_score_gemma":0.000006280812,"domain_scores_codex":[0.9991222,0.00001978536,0.0001675691,0.0003380156,0.0001023264,0.0002500915],"domain_scores_gemma":[0.9991067,0.0001732051,0.00006359803,0.0003819093,0.0001511164,0.0001234509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001155321,0.0005353782,0.0026655,0.00005361081,0.0001597397,0.000003766082,0.003258916,0.0000747563,0.5685413,0.1233994,0.1095855,0.1917106],"study_design_scores_gemma":[0.0009449302,0.000102612,0.03682018,0.00004505204,0.00002318607,0.00002404791,0.0005330547,0.04042383,0.1707558,0.002132,0.7475553,0.0006400148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0173008,0.0002606978,0.9507087,0.002470408,0.0001760173,0.001283569,0.00004750241,0.00008556891,0.02766667],"genre_scores_gemma":[0.9714547,0.00008385156,0.02109469,0.001105149,0.0001274242,0.001606122,0.00004110452,0.00001713671,0.004469856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9541539,"threshold_uncertainty_score":0.999096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01399558293733821,"score_gpt":0.2546215803584353,"score_spread":0.2406259974210971,"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."}}