{"id":"W4401481185","doi":"10.56952/arma-2024-0685","title":"Rock Engineering in Canadian Mining – Highlights, Challenges and Contributions","year":2024,"lang":"en","type":"article","venue":"","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agnico Eagle (Canada)","funders":"","keywords":"Computer science; Mining engineering; Data science; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002994467,0.0009006956,0.0004589129,0.003360779,0.01002635,0.009198799,0.002296305,0.003227191,0.01698253],"category_scores_gemma":[0.003548882,0.0003264868,0.0005681739,0.006061609,0.004215722,0.002419205,0.004538766,0.003585786,0.002333018],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06737681,"about_ca_system_score_gemma":0.2311576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9462602,"about_ca_topic_score_gemma":0.9800495,"domain_scores_codex":[0.9961505,0.0003047885,0.00008781861,0.0002528864,0.002162822,0.001041188],"domain_scores_gemma":[0.9903603,0.0005625071,0.0002182205,0.000133588,0.006016045,0.002709418],"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":[0.00007320172,0.000131923,0.006362488,0.002917224,0.00003714515,0.001451197,0.006245671,0.001300198,0.00164952,0.05211257,0.6126882,0.3150307],"study_design_scores_gemma":[0.000002939533,0.00002020408,0.005303981,0.001052591,0.00001130584,0.0004330338,0.00825428,0.0001656611,0.0002814227,0.002268593,0.9821641,0.00004192936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01806223,0.2837975,0.002158914,0.4268545,0.01575249,0.0001671961,0.001138646,0.0002359152,0.2518327],"genre_scores_gemma":[0.1953922,0.5416288,0.00903971,0.03708364,0.004161954,0.00006726038,0.001353783,0.0002545993,0.211018],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9326232,"threshold_uncertainty_score":0.4888552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084753355669947,"score_gpt":0.1998367248211532,"score_spread":0.1889891912644537,"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."}}