{"id":"W2800971793","doi":"10.1145/3105748","title":"Engineering Self-Adaptive Software Systems","year":2018,"lang":"en","type":"article","venue":"ACM Transactions on Autonomous and Adaptive Systems","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Adaptation (eye); Scheduling (production processes); Exploit; Controller (irrigation); Software; Distributed computing; Mathematical optimization","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008969551,0.000528041,0.0003348428,0.0004375021,0.0003644431,0.00127571,0.0008548485,0.001036403,0.001418525],"category_scores_gemma":[0.003136271,0.0003420322,0.0004221441,0.000369089,0.001501724,0.001390177,0.001999793,0.001007631,0.0003937139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005915837,"about_ca_system_score_gemma":0.0008951426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007246044,"about_ca_topic_score_gemma":0.0005668076,"domain_scores_codex":[0.9991242,0.0002432153,0.00005873385,0.0001216857,0.0003656795,0.00008652142],"domain_scores_gemma":[0.9988245,0.0004932351,0.0001456825,0.0002689619,0.0002057635,0.00006181116],"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":[0.00004968125,0.0001223675,0.002378054,0.0006537372,0.0001131544,0.0006339279,0.0008729595,0.2854801,0.03267932,0.516561,0.00286605,0.1575896],"study_design_scores_gemma":[0.00003615472,0.000184076,0.0005295521,0.0001172367,0.00003607086,0.000376034,0.0002228365,0.5935765,0.009213534,0.3439777,0.05170248,0.00002783427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02870415,0.001041918,0.956176,0.000719177,0.00009710241,0.0001358127,0.0000341191,0.0005448954,0.01254688],"genre_scores_gemma":[0.6752295,0.002489694,0.3128498,0.0003431365,0.0001235013,0.0004367166,0.0001559181,0.0001484657,0.008223201],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001418525,"threshold_uncertainty_score":0.004745483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03129015442811151,"score_gpt":0.247821202824796,"score_spread":0.2165310483966845,"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."}}