{"id":"W1973201762","doi":"10.1134/s1990478910040010","title":"Structural properties of optimal schedules with preemption","year":2010,"lang":"en","type":"article","venue":"Journal of Applied and Industrial Mathematics","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Russian Foundation for Basic Research","keywords":"Preemption; Mathematical optimization; Dynamic priority scheduling; Rate-monotonic scheduling; Fair-share scheduling; Computer science; Scheduling (production processes); Two-level scheduling; Schedule; Job shop scheduling; Nurse scheduling problem; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001608849,0.0007246223,0.0006795482,0.0008162977,0.0007037555,0.001313632,0.001102579,0.0008979958,0.004323514],"category_scores_gemma":[0.01062887,0.000772465,0.0009217344,0.0008776644,0.001737649,0.00278329,0.0009749366,0.001791549,0.0004956253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001493272,"about_ca_system_score_gemma":0.001514635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057822,"about_ca_topic_score_gemma":0.0009627403,"domain_scores_codex":[0.9987644,0.0002978281,0.00008676851,0.0002164975,0.0004480532,0.0001864984],"domain_scores_gemma":[0.9949021,0.003022228,0.0008963451,0.0004671667,0.000461408,0.0002506694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001013848,0.00008182452,0.0006726508,0.00014992,0.00002484738,0.00009965146,0.0002441297,0.218304,0.004286747,0.7551125,0.001400337,0.01952199],"study_design_scores_gemma":[0.00005262069,0.00008099695,0.000303082,0.00001875417,0.00001412481,0.00008739952,0.00005996493,0.3970044,0.001780755,0.5976866,0.00289584,0.00001548947],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1215177,0.0004200797,0.8564543,0.0007743305,0.00005465073,0.00013137,0.0002340682,0.0002338921,0.02017957],"genre_scores_gemma":[0.8278252,0.0007293783,0.1657534,0.0001588193,0.0001302843,0.0002415146,0.0006618361,0.0001532356,0.004346236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004323514,"threshold_uncertainty_score":0.0144636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527500324543937,"score_gpt":0.2040464063896255,"score_spread":0.1787714031441861,"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."}}