{"id":"W2543168812","doi":"10.1109/icm.2010.5696193","title":"Towards an automated framework for task scheduling","year":2010,"lang":"en","type":"article","venue":"","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Multiprocessing; Scheduling (production processes); System on a chip; Task analysis; Automation; Processor scheduling; Computer architecture; Chip; Embedded system; Task (project management); Electronic design automation; Distributed computing; Software engineering; Systems engineering; Parallel computing; Engineering; Operating system","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":[],"consensus_categories":[],"category_scores_codex":[0.0004282309,0.0001206852,0.0001437699,0.00004799276,0.0001590043,0.0003873733,0.00102696,0.0001427744,0.00001416487],"category_scores_gemma":[0.0001289819,0.0001024356,0.00006341597,0.0002485239,0.00001972595,0.0002862032,0.0001087286,0.0001962962,0.00005453168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007997677,"about_ca_system_score_gemma":0.00008673847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003588877,"about_ca_topic_score_gemma":0.000008197528,"domain_scores_codex":[0.9989514,0.00002777924,0.0001994052,0.0003522563,0.0001593587,0.0003098226],"domain_scores_gemma":[0.9989434,0.0001068535,0.00006631753,0.0006205645,0.0001189728,0.0001439101],"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":[0.00000256433,0.00005673631,0.0001415075,0.00001548887,0.00001237973,0.000002323622,0.0003121312,0.001529972,0.001683871,0.9835172,0.001181519,0.01154428],"study_design_scores_gemma":[0.0001561854,0.00006887073,0.000435857,0.00001549129,0.000002262318,0.00001342722,0.00001422296,0.9552916,0.0005364232,0.03221862,0.01106675,0.0001803107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03639859,0.000009108994,0.9565342,0.0005056936,0.00184762,0.0001702639,0.000005631689,0.002378369,0.002150531],"genre_scores_gemma":[0.5483215,1.144873e-7,0.4512719,0.0001610904,0.0001736637,0.000008570658,0.000007853339,0.000005248697,0.00005010407],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9537616,"threshold_uncertainty_score":0.4177204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053137024570719,"score_gpt":0.3133983738716283,"score_spread":0.2928670036259212,"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."}}