{"id":"W1589704098","doi":"10.1007/11569510_36","title":"A Novel Approach Towards Autonomic Management in Context-Aware Communication Systems","year":2005,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Ontology; Context management; Context (archaeology); Abstraction; Hierarchy; Event (particle physics); Autonomic computing; Software engineering; Knowledge management; World Wide Web; Human–computer interaction; Ubiquitous computing","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":[0.0007773875,0.0005111638,0.0007172019,0.0005710332,0.001255705,0.003302427,0.001654296,0.00134662,0.002407938],"category_scores_gemma":[0.001259487,0.0004061577,0.0007629403,0.0006853025,0.001313889,0.003571524,0.002677341,0.002499551,0.0006509179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00057662,"about_ca_system_score_gemma":0.0007058366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006173948,"about_ca_topic_score_gemma":0.001053807,"domain_scores_codex":[0.9990894,0.0002015721,0.00005875381,0.0001698236,0.0003892794,0.00009125545],"domain_scores_gemma":[0.999529,0.000137511,0.0000335005,0.0001497648,0.00008258653,0.00006765092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008081534,0.0001578239,0.0003342156,0.0002080225,0.00008836656,0.0004529209,0.0007269511,0.02089706,0.01808724,0.778134,0.007140174,0.1736923],"study_design_scores_gemma":[0.00004887408,0.0001623946,0.0003869436,0.0001004974,0.0001262598,0.001182817,0.0002484529,0.3997632,0.009418397,0.4726696,0.1158267,0.00006576262],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005770203,0.001256563,0.9713268,0.001061309,0.0004422601,0.00008259004,0.00002116438,0.0006305464,0.01940861],"genre_scores_gemma":[0.3141319,0.002454391,0.6595824,0.0008395562,0.0009629654,0.0003868224,0.00009584097,0.0001957204,0.02135051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003302427,"threshold_uncertainty_score":0.008055329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878265761439453,"score_gpt":0.2371735395389163,"score_spread":0.2183908819245218,"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."}}