{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003395339,0.00004747311,0.00004596607,0.0000302334,0.000005885176,0.00003744255,0.00004589758,0.00002643815,0.0007375479],"category_scores_gemma":[0.000001043022,0.00004324628,0.00002166795,0.00003412301,0.000004242095,0.00005490786,0.00001326283,0.000045012,0.0004968466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001556562,"about_ca_system_score_gemma":0.000001959283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005836866,"about_ca_topic_score_gemma":0.000007915321,"domain_scores_codex":[0.9997769,6.903669e-7,0.00006391105,0.00006071374,0.00001291025,0.00008486352],"domain_scores_gemma":[0.9998769,0.000008100117,0.000001296541,0.00008764547,0.000001432952,0.00002464864],"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":[0.000001060846,0.000005365328,0.0002295975,0.0001342444,0.00005181621,0.00003152687,0.0001716542,0.002252869,0.001444103,0.04119385,0.8710265,0.08345748],"study_design_scores_gemma":[0.00001935114,0.000006091796,0.00005523915,0.00001263023,0.000004003532,0.000004433717,0.000005402744,0.2319856,0.004353398,0.001313678,0.7621359,0.0001042244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6928228,0.002504798,0.03931294,0.0003943003,0.001135607,0.00009657687,0.00001824248,0.005724408,0.2579903],"genre_scores_gemma":[0.9884399,0.0004431524,0.008715319,0.00006193378,0.0001046011,0.000008917838,0.000007443697,0.0000263981,0.002192332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2956171,"threshold_uncertainty_score":0.8075632,"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."}}