{"id":"W4387224736","doi":"10.36487/acg_repo/2325_38","title":"Evolution of ground support designs for blasthole stoping in kimberlite at Diavik Diamond Mine","year":2023,"lang":"en","type":"article","venue":"","topic":"Geotechnical and Geomechanical Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Rio Tinto (Canada)","funders":"","keywords":"Stoping; Kimberlite; Diamond; Mining engineering; Underground mining (soft rock); Geology; Geotechnical engineering; Engineering; Waste management; Coal mining; Metallurgy; Materials science","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":[0.000203571,0.0001157073,0.0001948127,0.0001537426,0.00001813849,0.000005930206,0.00009141617,0.00009600729,0.00006054469],"category_scores_gemma":[0.00006585876,0.000114484,0.00006635,0.0005344462,0.00001290401,0.00008033818,0.00005520391,0.0000815229,0.00004352168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162348,"about_ca_system_score_gemma":0.000007643197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000487288,"about_ca_topic_score_gemma":0.0001339329,"domain_scores_codex":[0.999157,0.000005143833,0.0002775701,0.0001438867,0.0001011496,0.0003153218],"domain_scores_gemma":[0.9996361,0.0001233993,0.00001530776,0.0001397504,0.00002421003,0.00006129717],"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":[0.00001355241,0.00002167908,0.0002976722,0.0003417779,0.00001477976,0.000005342911,0.00008157236,0.9001526,0.09238429,0.001974435,0.0008475092,0.003864762],"study_design_scores_gemma":[0.001109886,0.0001932345,0.01026044,0.0001169465,0.00001983264,0.000005147639,0.0000895777,0.9453797,0.02187494,0.002783881,0.01768593,0.0004804656],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6049857,0.00009871469,0.3931219,0.00006823626,0.000221676,0.0003239702,0.00001897152,0.0005661657,0.000594639],"genre_scores_gemma":[0.9967411,0.00002316805,0.001808843,0.000007275351,0.00003554074,0.00007326582,0.0000260006,0.00002698382,0.001257858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3917554,"threshold_uncertainty_score":0.4668524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01968590538082096,"score_gpt":0.2222556268093084,"score_spread":0.2025697214284875,"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."}}