{"id":"W3048205750","doi":"10.1201/9781003078692-5","title":"Rock mass classification techniques used during the design and development of McArthur River project","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cameco (Canada)","funders":"","keywords":"Geology; Mining 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":[0.00009764516,0.0002013915,0.0001950787,0.00008783706,0.00007654419,0.00002770863,0.0001045856,0.0001435451,0.00002188035],"category_scores_gemma":[0.000005919874,0.0001445546,0.00002669098,0.0000257012,0.00002181048,0.00005074447,0.00002901033,0.0002019355,0.00000843303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004942557,"about_ca_system_score_gemma":0.00004222258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001203505,"about_ca_topic_score_gemma":0.000001247568,"domain_scores_codex":[0.9993213,0.000007207854,0.0002581622,0.0001736072,0.0001391888,0.0001005122],"domain_scores_gemma":[0.9997278,0.00003379321,0.00007073161,0.0001172041,0.00002915611,0.00002133745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001642722,0.00003712153,0.0002371261,0.01341471,0.001673607,0.00004273568,0.02531719,0.01186922,0.7045839,0.03785278,0.01150717,0.1933001],"study_design_scores_gemma":[0.0009086626,0.0001636981,0.0006973845,0.003965905,0.0002850252,0.00004591712,0.000449041,0.1143319,0.639541,0.006309304,0.2298817,0.003420364],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0029844,0.001239722,0.6661955,0.0001160926,0.00013653,0.001953725,0.00001309298,0.001777759,0.3255832],"genre_scores_gemma":[0.683719,0.0003173983,0.1848257,0.00002553558,0.000231348,0.0001145424,0.00003063987,0.000218812,0.130517],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6807346,"threshold_uncertainty_score":0.5894765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05555667793241788,"score_gpt":0.2321855300680705,"score_spread":0.1766288521356526,"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."}}