{"id":"W4412573616","doi":"10.1287/inte.2024.0152","title":"Long-Term Open-Pit Mine Planning with Large Neighborhood Search","year":2025,"lang":"en","type":"article","venue":"INFORMS Journal on Applied Analytics","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rio Tinto (Canada)","funders":"","keywords":"Term (time); Open-pit mining; Mining engineering; Computer science; Environmental science; Geology; Physics","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":[0.001053215,0.000805578,0.001468236,0.0006312879,0.0008551197,0.0009846316,0.002252602,0.001613312,0.00428776],"category_scores_gemma":[0.003635032,0.0006887197,0.001059989,0.0008155447,0.0007827299,0.001676866,0.002180795,0.001516508,0.0005154654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008995669,"about_ca_system_score_gemma":0.002174173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01362643,"about_ca_topic_score_gemma":0.02420773,"domain_scores_codex":[0.9994862,0.000185796,0.00002156282,0.0001183165,0.0001221048,0.00006591032],"domain_scores_gemma":[0.9985895,0.0009302201,0.0001195911,0.000102445,0.0001483456,0.0001098612],"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":[0.00004133691,0.00004611777,0.0005021254,0.00004277021,0.00003040627,0.00007992014,0.00004009193,0.9751893,0.0003387478,0.007225191,0.001370484,0.01509354],"study_design_scores_gemma":[0.00000743048,0.00001354989,0.00003546686,0.000003381844,0.0000041935,0.000009767126,0.00001036169,0.996172,0.0000870263,0.003231439,0.0004223813,0.000003054204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01794748,0.0002639777,0.977015,0.0002910184,0.00005140656,0.00008551715,0.0001386609,0.0004580838,0.00374872],"genre_scores_gemma":[0.440225,0.0002147386,0.5536975,0.0001542618,0.00006108739,0.0003304543,0.0004105387,0.00020988,0.004696521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01362643,"threshold_uncertainty_score":0.02709424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202792902292711,"score_gpt":0.2782746126544821,"score_spread":0.257995322425211,"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."}}