{"id":"W4400970637","doi":"10.29173/ikc4120","title":"Diavik Diamond Mine Update","year":2024,"lang":"en","type":"article","venue":"","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diamond; Computer science; Mining engineering; Geology; Materials science; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001995864,0.0006472206,0.000533316,0.004150191,0.001489952,0.00371919,0.003055528,0.00331476,0.1637814],"category_scores_gemma":[0.008273847,0.0004338599,0.0005222019,0.002948124,0.0003924364,0.002466453,0.002204187,0.0024573,0.07147864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003922723,"about_ca_system_score_gemma":0.007544281,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05751817,"about_ca_topic_score_gemma":0.1218816,"domain_scores_codex":[0.9976425,0.0001161378,0.0002162788,0.0001779781,0.00157655,0.0002705074],"domain_scores_gemma":[0.9916216,0.0004948235,0.0003230846,0.0003428968,0.006502378,0.0007152275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002722459,0.00002135847,0.0004871431,0.0001597602,0.000002573292,0.00005365501,0.00001589164,0.00004283838,0.00006291833,0.0005248027,0.9457186,0.05288333],"study_design_scores_gemma":[0.000002774776,0.000004382797,0.0006839851,0.00009778679,0.000001229456,0.00006422751,0.00002128035,0.000008417734,0.00002831694,0.00007337028,0.9990109,0.000003284329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003722523,0.04328061,0.002007292,0.05362291,0.03893602,0.0006601016,0.06296674,0.003741455,0.7910625],"genre_scores_gemma":[0.01403154,0.03037613,0.003503784,0.0128778,0.003601847,0.0004339729,0.07137051,0.0007082957,0.8630961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9424818,"threshold_uncertainty_score":0.5479032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008063410342990598,"score_gpt":0.1993630493180698,"score_spread":0.1912996389750792,"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."}}