{"id":"W2973716314","doi":"10.1287/stsy.2019.0041","title":"Open Problem—Size-Based Scheduling with Estimation Errors","year":2019,"lang":"en","type":"article","venue":"Stochastic Systems","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Scheduling (production processes); Estimation; Real-time computing; Mathematical optimization; Mathematics; Engineering; Systems engineering","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":[0.01649708,0.001692222,0.003455012,0.001352502,0.001248447,0.003724303,0.005105703,0.005605216,0.007338931],"category_scores_gemma":[0.1373205,0.001524707,0.001476356,0.001900642,0.004677392,0.009143401,0.004215326,0.007025254,0.0008944609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002797591,"about_ca_system_score_gemma":0.002442507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004968728,"about_ca_topic_score_gemma":0.001327868,"domain_scores_codex":[0.9894772,0.004822591,0.0004189699,0.002734496,0.001855724,0.0006909709],"domain_scores_gemma":[0.793738,0.1900277,0.00615596,0.004180926,0.004555211,0.0013422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003369651,0.0001747994,0.00371891,0.0006278046,0.0001960566,0.0003227202,0.0002757298,0.5197479,0.0005520203,0.4049129,0.01377317,0.05536111],"study_design_scores_gemma":[0.00005532995,0.0000372068,0.0005349426,0.00008210495,0.00002289952,0.00008555363,0.00005612821,0.6724591,0.0003222771,0.32352,0.002778989,0.00004553132],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01266895,0.00304547,0.9632472,0.01411915,0.0006015023,0.00007117347,0.0004435346,0.0002903369,0.005512672],"genre_scores_gemma":[0.6589624,0.00710398,0.3016498,0.003794083,0.008100259,0.0004909221,0.001221729,0.0005749481,0.01810196],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01649708,"threshold_uncertainty_score":0.087246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027904342044953,"score_gpt":0.2256037191853557,"score_spread":0.2153246757649062,"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."}}