{"id":"W4251854831","doi":"10.1504/ijmme.2021.121325","title":"Short-term production scheduling in open pit mines with shovel allocations over continuous time frames","year":2021,"lang":"en","type":"article","venue":"International Journal of Mining and Mineral Engineering","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scheduling (production processes); Shovel; Pareto principle; Mathematical optimization; Computer science; Engineering; Production (economics); Pareto optimal; Term (time); Operations research; Multi-objective optimization; Operations management; Mathematics; Economics","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":[0.0001672005,0.0001173912,0.0002033213,0.0001685331,0.00001430843,0.0001298504,0.0001881217,0.00004851781,0.00001871703],"category_scores_gemma":[0.00007884116,0.0001152878,0.00003048284,0.00006749501,0.00001083554,0.0003463782,0.0000586816,0.0001283188,4.326498e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006796033,"about_ca_system_score_gemma":0.00002904129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005978635,"about_ca_topic_score_gemma":0.0000215907,"domain_scores_codex":[0.9993325,0.000005177509,0.0003232795,0.0001150216,0.000102405,0.0001215574],"domain_scores_gemma":[0.9996558,0.00003840325,0.00005281469,0.000074109,0.0001290908,0.00004975712],"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":[0.00006393012,0.00008420162,0.03136098,0.00006213328,0.000346231,0.0003003251,0.001544644,0.8298658,0.1180043,0.0002630107,0.001043522,0.01706095],"study_design_scores_gemma":[0.0024912,0.0002528671,0.06597963,0.00373595,0.0001107664,0.004233221,0.0009990442,0.8883572,0.02615074,0.00008024132,0.006448846,0.001160364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939674,0.0003536532,0.004756568,0.0001644581,0.0004187424,0.00004545918,0.000003365447,0.00003500218,0.0002553151],"genre_scores_gemma":[0.9463503,0.0001371615,0.05297486,0.0000163684,0.000287631,0.00000569723,0.00000803317,0.00002502241,0.0001949647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09185358,"threshold_uncertainty_score":0.4701301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01076689482001382,"score_gpt":0.2366354688887815,"score_spread":0.2258685740687677,"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."}}