{"id":"W2198612587","doi":"","title":"EDITORIAL: Challenges and trends in wireless ubiquitous computing systems","year":2011,"lang":"en","type":"editorial","venue":"Ubiquitous Computing","topic":"Bluetooth and Wireless Communication Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Ubiquitous computing; Wireless; Context-aware pervasive systems; Distributed computing; Human–computer interaction; Telecommunications","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":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002261169,0.001075036,0.001735362,0.001631832,0.0004943185,0.0007829341,0.00571612,0.002581858,0.000001711355],"category_scores_gemma":[0.0004442182,0.001125281,0.0002056239,0.001029333,0.0003043064,0.0005356251,0.004941439,0.003264617,0.00002137018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512538,"about_ca_system_score_gemma":0.0002744682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007945422,"about_ca_topic_score_gemma":0.0001909069,"domain_scores_codex":[0.992996,0.0006270477,0.001585668,0.001951801,0.001371093,0.001468436],"domain_scores_gemma":[0.9928095,0.002305783,0.00128813,0.002799497,0.000540269,0.0002567949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001162391,0.0001103536,0.00001188149,0.0003360492,0.00005413187,0.00003224296,0.002575521,0.0000797324,0.00001131092,0.009555934,0.6008885,0.3863327],"study_design_scores_gemma":[0.001918841,0.0005219709,0.0001996317,0.00273588,0.0000568313,0.00004766282,0.001040087,0.07121084,0.0001463672,0.001470407,0.9179242,0.002727303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0006229008,0.01579705,0.008681458,0.0002399016,0.9691833,0.0003987749,0.00001432715,0.002348924,0.002713401],"genre_scores_gemma":[0.1261785,0.005326742,0.003939248,0.00002699498,0.8641925,0.00003160996,0.00006638285,0.000137279,0.0001007196],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3836054,"threshold_uncertainty_score":0.9996634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619010202585933,"score_gpt":0.263503782854188,"score_spread":0.2373136808283287,"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."}}