{"id":"W2130428886","doi":"10.1007/s00453-014-9955-8","title":"Online Bin Packing with Advice","year":2014,"lang":"en","type":"article","venue":"Algorithmica","topic":"Optimization and Packing Problems","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Bin packing problem; Advice (programming); Bin; Computer science; Theory of computation; Combinatorics; Mathematics; Algorithm; Programming language","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":[0.0009562926,0.001198641,0.001302654,0.0009378855,0.0009963134,0.001854823,0.001907837,0.001744007,0.0326816],"category_scores_gemma":[0.01061781,0.0007354887,0.0009548086,0.001921779,0.0007002114,0.003435147,0.002600266,0.00308063,0.01002038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009921975,"about_ca_system_score_gemma":0.001742303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00244242,"about_ca_topic_score_gemma":0.006074061,"domain_scores_codex":[0.9983953,0.0003144459,0.0000818844,0.0002954442,0.000659689,0.0002532557],"domain_scores_gemma":[0.9962923,0.001494778,0.0001232112,0.00150051,0.0004298497,0.0001593772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001397725,0.0006771549,0.002109509,0.0005044198,0.00007917389,0.0002783574,0.0002141958,0.08560727,0.007437323,0.07208458,0.1083243,0.7212861],"study_design_scores_gemma":[0.0001710023,0.00009223739,0.0004993852,0.00006902381,0.00005160271,0.000215496,0.0000548288,0.7184554,0.006802801,0.2448768,0.02868629,0.0000250986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05011604,0.001136883,0.8604538,0.002716277,0.0008280771,0.0002321874,0.001710075,0.0176458,0.06516082],"genre_scores_gemma":[0.3140603,0.0005543166,0.6368095,0.0007307028,0.0004289092,0.0002405814,0.002626199,0.002286387,0.04226298],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0326816,"threshold_uncertainty_score":0.1093309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005320935873254548,"score_gpt":0.1880935076917519,"score_spread":0.1827725718184973,"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."}}