{"id":"W2498117776","doi":"10.1007/11596356","title":"Embedded and Ubiquitous Computing – EUC 2005","year":2005,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Mobile Agent-Based Network Management","field":"Computer Science","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Ubiquitous computing; Context-aware pervasive systems; Computer science; 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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001801766,0.0007761911,0.0007445689,0.001049778,0.0004175275,0.001204058,0.004685143,0.0003304701,0.00002340513],"category_scores_gemma":[0.00006338029,0.0007597145,0.0001301673,0.001241301,0.0005653292,0.0006993928,0.004355432,0.001027544,0.00006995893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056653,"about_ca_system_score_gemma":0.001113227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001585472,"about_ca_topic_score_gemma":0.0001237909,"domain_scores_codex":[0.9937328,0.0001282803,0.0007615301,0.002529691,0.001363361,0.001484393],"domain_scores_gemma":[0.9963027,0.0006806904,0.0004357923,0.002064727,0.0001525856,0.0003635003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000285949,0.00003376729,0.00002320586,0.0000612364,0.00001462743,0.0001427696,0.0005229611,0.1573606,0.00002077578,0.001769512,0.002183039,0.8378647],"study_design_scores_gemma":[0.0004153306,0.0001334032,0.0001287523,0.0004166548,0.00001413884,0.00008604891,2.616297e-7,0.9652918,0.0002473372,0.01036775,0.02199898,0.0008995516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0002011856,0.001530841,0.990384,0.0008958444,0.002120101,0.000792662,0.000002121279,0.0003758565,0.003697346],"genre_scores_gemma":[0.04298194,0.0002057659,0.9429553,0.008127119,0.003312211,0.00002756195,0.00001243751,0.00009009263,0.002287535],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8369651,"threshold_uncertainty_score":0.9998328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009728300993846929,"score_gpt":0.2366471310362219,"score_spread":0.226918830042375,"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."}}