{"id":"W2596898737","doi":"","title":"Large scale panel destress blasting parametric study","year":2016,"lang":"en","type":"article","venue":"3rd International Symposium on Mine Safety Science and Engineering","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Pillar; Rock blasting; Stress reduction; Geotechnical engineering; Geology; Fender; Principal stress; Mining engineering; Stress (linguistics); Spall; Parametric statistics; Engineering; Structural engineering; Mathematics; Petrology; Statistics","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":[0.0004779582,0.0001672498,0.0001292611,0.000290234,0.0001315405,0.00007701572,0.000322585,0.00003403039,0.00001522333],"category_scores_gemma":[0.0001238624,0.0001303248,0.00002846379,0.0004113724,0.00001956479,0.0003591523,0.0001104609,0.00009773375,0.00001667468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001608947,"about_ca_system_score_gemma":0.00001506246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006778092,"about_ca_topic_score_gemma":0.000005130488,"domain_scores_codex":[0.9985749,0.000004317408,0.0002403646,0.0003107194,0.0005072943,0.000362369],"domain_scores_gemma":[0.9994833,0.00008296265,0.00002489013,0.0001600452,0.0001168177,0.0001319419],"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":[0.00002762541,0.000151017,0.002531489,0.00002960005,0.00005796809,0.00001560595,0.0008143491,0.5933186,0.3891078,0.002090086,0.00004704139,0.01180879],"study_design_scores_gemma":[0.0006798827,0.0001119924,0.003981927,0.0001321797,0.000008993999,0.00001358391,0.0002046055,0.9816302,0.01100952,0.00002950983,0.00190472,0.0002928666],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545677,0.00002748501,0.04275306,0.0002114134,0.0009979784,0.0001303739,0.00001489021,0.000167056,0.001130046],"genre_scores_gemma":[0.9990274,0.0001067822,0.0005870895,0.00002219553,0.0001496534,0.0000153136,0.000001466914,0.0000227339,0.00006741191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3883116,"threshold_uncertainty_score":0.531449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298102074451431,"score_gpt":0.2241174371594927,"score_spread":0.2111364164149784,"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."}}