{"id":"W172774100","doi":"10.1007/1-4020-5263-4_66","title":"Activation-Adjusted Scheduling Algorithms for Real-Times Systems","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Real-Time Systems Scheduling","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Computer science; Algorithm; Scheduling (production processes); Parallel computing; Mathematical optimization; Mathematics","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"],"consensus_categories":[],"category_scores_codex":[0.001561787,0.0008505588,0.001109843,0.0007683016,0.0003149399,0.0007764708,0.001730909,0.001034677,0.00003929305],"category_scores_gemma":[0.00009864187,0.000803772,0.000438948,0.0001870577,0.00007120467,0.001337542,0.000347275,0.0005310494,0.0004616778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083619,"about_ca_system_score_gemma":0.000420896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004983596,"about_ca_topic_score_gemma":0.00001155053,"domain_scores_codex":[0.9951395,0.00004470975,0.00143497,0.001496996,0.001044611,0.0008392018],"domain_scores_gemma":[0.9950846,0.000888324,0.001033862,0.001765675,0.000898648,0.0003288588],"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":[0.00001112394,0.00001597875,0.000002055561,0.0003459758,0.0002133861,0.00001751218,0.0001081931,0.001451642,0.0001770483,0.9837357,0.001730286,0.01219108],"study_design_scores_gemma":[0.001841611,0.0003722793,0.00001852733,0.003420849,0.0001654728,0.0002138348,0.0002267309,0.7837424,0.002113587,0.01641326,0.1880027,0.003468788],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.000004572902,0.0002629295,0.619783,0.0001286526,0.001496036,0.001414979,0.00001013245,0.001695799,0.3752039],"genre_scores_gemma":[0.001072823,0.00009928681,0.4374675,0.0001556856,0.001936013,0.0001398218,0.00007577217,0.0004008966,0.5586522],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9673225,"threshold_uncertainty_score":0.9994413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07509648322608205,"score_gpt":0.2971673640249849,"score_spread":0.2220708807989029,"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."}}