{"id":"W4232377768","doi":"10.1007/978-3-319-15657-6_16","title":"Scheduling Algorithms","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Scheduling and Optimization Algorithms","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Scheduling (production processes); Distributed computing; Algorithm; 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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001237804,0.0003384381,0.0003072206,0.0001595108,0.00003235799,0.00005301601,0.0001757382,0.000422787,0.00203342],"category_scores_gemma":[0.00001304343,0.0003421468,0.0001006533,0.00003035343,0.00002957864,0.00006432973,0.00003351591,0.0004115286,0.001799182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001045528,"about_ca_system_score_gemma":0.00004495484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001515168,"about_ca_topic_score_gemma":0.000001440117,"domain_scores_codex":[0.998987,0.000002450708,0.0002801857,0.0002290919,0.0002908618,0.000210478],"domain_scores_gemma":[0.9993031,0.00002071752,0.00003577023,0.0003093251,0.0001444491,0.0001866566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003004478,0.000006750307,7.397721e-7,0.00008185731,0.00025755,0.00004032888,0.00009315799,0.8285031,0.000004191103,0.08576777,0.02420318,0.06103842],"study_design_scores_gemma":[0.000251265,0.00001618127,1.505709e-7,0.00009016385,0.00004570566,0.00001703027,0.00001568498,0.6953443,0.00003501099,0.00586903,0.2976728,0.0006426193],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[7.705596e-7,0.00264003,0.1206515,0.00002634625,0.001118334,0.00009316573,0.00001556748,0.001339041,0.8741152],"genre_scores_gemma":[0.00003757664,0.0002808981,0.2813138,0.00004945311,0.0006354612,0.000004638934,0.00009406527,0.0001761277,0.717408],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2734697,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457025670840375,"score_gpt":0.2393277149994581,"score_spread":0.2047574582910544,"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."}}