{"id":"W4410208416","doi":"10.1007/s42461-025-01237-w","title":"Optimization of Structural Parameters in Sublevel Caving: Insights from Ore-Waste Rock Movement Patterns","year":2025,"lang":"en","type":"article","venue":"Mining Metallurgy & Exploration","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Movement (music); Geology; Mining engineering; Geotechnical 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007247405,0.0001576619,0.0002307476,0.000260363,0.00004138265,0.00003667465,0.0001042236,0.00007986544,0.000009864328],"category_scores_gemma":[0.00002433299,0.0001657173,0.00004589841,0.0002330794,0.000002916984,0.0004063365,0.00003912601,0.00008567921,0.000001042418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008310976,"about_ca_system_score_gemma":0.00002058889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001431928,"about_ca_topic_score_gemma":0.0002455481,"domain_scores_codex":[0.9990149,0.00003330045,0.0004451442,0.0002041856,0.0001554018,0.0001471422],"domain_scores_gemma":[0.9996219,0.00003739423,0.0000770204,0.00018222,0.0000529243,0.00002855625],"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":[0.000008845455,0.000008067992,0.0001590597,0.00002503619,0.00004683527,0.00000118254,0.001738342,0.9849079,0.01174376,0.0002778932,0.000004316519,0.00107872],"study_design_scores_gemma":[0.0003472489,0.00001782163,0.0001246929,0.0001312962,0.00002635551,4.893593e-8,0.001120171,0.9318784,0.06477071,0.001446901,0.000005486025,0.0001308946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5286378,0.0001093267,0.4708008,0.00001276074,0.0002726348,0.00008686637,0.000002633074,0.00003524283,0.00004183325],"genre_scores_gemma":[0.9878214,0.00006162057,0.01183785,0.00002680527,0.00002223946,0.00003878572,0.0001554957,0.00002211917,0.00001366724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4591836,"threshold_uncertainty_score":0.6757754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02525592487410164,"score_gpt":0.2223269023050826,"score_spread":0.1970709774309809,"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."}}