{"id":"W2156119285","doi":"10.1007/978-1-4020-6448-7_29","title":"Joint Simulation of Mine Spoil Uncertainty for Rehabilitation Decision Making","year":2008,"lang":"en","type":"book-chapter","venue":"Quantitative geology and geostatistics","topic":"Soil Geostatistics and Mapping","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Rehabilitation; Autocorrelation; Stochastic simulation; Process (computing); Computer science; Variable (mathematics); Gaussian; Mathematical optimization; Engineering; Statistics; 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"],"consensus_categories":[],"category_scores_codex":[0.000361023,0.0003015614,0.0005324112,0.0001281704,0.0002026389,0.000008392393,0.00009114117,0.0002864189,0.0004173124],"category_scores_gemma":[0.001957975,0.0003040875,0.00008669452,0.0000463846,0.0009922636,0.00006065569,0.0001247501,0.0001802118,0.00004500553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007626836,"about_ca_system_score_gemma":0.0000320367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001101566,"about_ca_topic_score_gemma":0.0003579615,"domain_scores_codex":[0.9983018,0.00004146523,0.0006645889,0.0004959418,0.0002470488,0.0002491671],"domain_scores_gemma":[0.9932846,0.005715,0.0005927233,0.000213971,0.0001331419,0.00006058952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001001134,0.00008750143,0.002338253,0.0003943898,0.0001762595,0.00004003026,0.003563409,0.190407,0.00003729418,0.6340751,0.01444711,0.1534325],"study_design_scores_gemma":[0.001053106,0.001876071,0.02121106,0.0003671338,0.0001748225,0.00001725412,0.0001864417,0.2629732,0.000002524518,0.643229,0.06828717,0.0006222522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0195875,0.0008516122,0.943823,0.0001947815,0.0005765185,0.001393752,0.001624377,0.00004089491,0.03190752],"genre_scores_gemma":[0.2931254,0.0009126126,0.6828818,0.000269219,0.00008288528,0.00005019609,0.0009054092,0.00009830251,0.02167413],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2735379,"threshold_uncertainty_score":0.9999411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385554496903327,"score_gpt":0.2998453597414524,"score_spread":0.2659898147724191,"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."}}