{"id":"W4309526579","doi":"10.1080/19236026.2022.2126924","title":"Assessment of blast energy usage and induced rock damage in hard rock surface mines","year":2022,"lang":"en","type":"article","venue":"CIM Journal","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Rock mass classification; Explosive material; Classification of discontinuities; Rock blasting; Fragmentation (computing); Geology; Specific energy; Mining engineering; Geotechnical engineering; Physics; Chemistry","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":[0.0002246301,0.00008855784,0.0001558257,0.0001023378,0.00009621953,0.00003356429,0.0001128725,0.00002805341,0.00008412796],"category_scores_gemma":[0.000006263513,0.00009357571,0.00003295457,0.0001131879,9.670561e-7,0.0001069697,0.00009584872,0.000262481,1.912925e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006819997,"about_ca_system_score_gemma":0.00003447694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001232636,"about_ca_topic_score_gemma":0.00002210476,"domain_scores_codex":[0.9992972,0.00003527073,0.0002422558,0.00008631364,0.0001775117,0.0001614665],"domain_scores_gemma":[0.9997563,0.00001923363,0.00005288664,0.00008344285,0.00002372622,0.00006435187],"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":[0.00000200124,0.00001731679,0.0006751487,0.00001225663,0.00001523297,0.0000187207,0.0001364173,0.7882596,0.2101007,0.00009960579,0.000246931,0.0004160507],"study_design_scores_gemma":[0.0004581187,0.00006183949,0.003390305,0.00002975298,0.000008258936,0.00007122836,0.000469578,0.9872392,0.006953891,0.0001800851,0.001012111,0.0001256661],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972241,0.0003584429,0.02660678,0.00002451843,0.0002998693,0.000026085,0.000004161348,0.0000130697,0.0004261127],"genre_scores_gemma":[0.9989476,0.0001794238,0.0006736264,0.00001904229,0.00004658604,0.000002514392,0.000001696842,0.0000197379,0.0001097323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2031468,"threshold_uncertainty_score":0.3815906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844636921396479,"score_gpt":0.2364566425362261,"score_spread":0.2180102733222613,"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."}}