{"id":"W2009114884","doi":"10.1145/1988008.1988019","title":"Characterizing problems for realizing policies in self-adaptive and self-managing systems","year":2011,"lang":"en","type":"article","venue":"","topic":"Distributed systems and fault tolerance","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Research Council Canada; CA Technologies; International Business Machines Corporation","keywords":"Computer science; Autonomic computing; Cloud computing; Distributed computing; Range (aeronautics); Usability; Human–computer interaction; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004825696,0.0001601168,0.0002582102,0.0001315042,0.0001142157,0.0002256209,0.0003696608,0.00006041287,5.125276e-7],"category_scores_gemma":[0.000006420782,0.0001404919,0.00003341697,0.0002686896,0.00001418296,0.000727536,0.0001359135,0.00007407246,0.000003752229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005776593,"about_ca_system_score_gemma":0.00002848322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00197422,"about_ca_topic_score_gemma":0.00008413685,"domain_scores_codex":[0.9986978,0.00004660365,0.0003475678,0.0003897914,0.000125797,0.0003923953],"domain_scores_gemma":[0.9993841,0.00004675965,0.0001345442,0.0002826236,0.00007238874,0.00007957561],"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":[0.00001047599,0.000203947,0.003699119,0.0005192726,0.0000729294,0.00001611126,0.03357078,0.00003562726,0.0007385177,0.956916,0.0002488953,0.003968377],"study_design_scores_gemma":[0.001677804,0.0004033923,0.02675121,0.0009181919,0.00002265859,0.0001180325,0.004340047,0.9360806,0.0007327672,0.003301349,0.02457262,0.001081292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0470967,0.0009536452,0.9000734,0.0004044645,0.0006167136,0.002020592,0.00002316873,0.001216817,0.04759447],"genre_scores_gemma":[0.973718,0.00004741994,0.02583699,0.00009836665,0.00005200356,0.0001476491,0.000002042539,0.00001192451,0.00008552921],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9536146,"threshold_uncertainty_score":0.5729095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03291592941928311,"score_gpt":0.2339245403069972,"score_spread":0.201008610887714,"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."}}