{"id":"W7046942407","doi":"","title":"Failure characterization in rock engineering using a unified DFN-FDEM analysis approach","year":2019,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Superconducting and THz Device Technology","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intersection (aeronautics); Noise (video); Point (geometry); Matching (statistics); Work (physics); Set (abstract data type)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006693852,0.0007093232,0.0007418165,0.001598227,0.0004274273,0.001078997,0.001104321,0.001053173,0.0018464],"category_scores_gemma":[0.001655017,0.0004582943,0.0009121608,0.0006277367,0.0006647041,0.001373443,0.000883255,0.0007316498,0.0004961591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007625518,"about_ca_system_score_gemma":0.0006886655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004040566,"about_ca_topic_score_gemma":0.003759542,"domain_scores_codex":[0.9996495,0.00005379677,0.0000246582,0.00006602629,0.0001771741,0.00002876602],"domain_scores_gemma":[0.9995946,0.0001640472,0.00004952558,0.00007042623,0.0001092941,0.00001209083],"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":[0.00002016257,0.0000417997,0.001363659,0.000108809,0.000021921,0.000102334,0.000117322,0.8940654,0.01515848,0.03041814,0.0006891162,0.05789283],"study_design_scores_gemma":[0.000001161969,0.000007033117,0.0002028902,0.000007938578,0.000002429568,0.00002094663,0.00001316044,0.9952829,0.001100382,0.002390148,0.0009645572,0.000006413022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.009507322,0.0001690737,0.987628,0.00005481084,0.0000144424,0.00003649093,0.00008946169,0.0001696823,0.002330635],"genre_scores_gemma":[0.4106966,0.0009239548,0.5814207,0.00007949624,0.00005379216,0.0003750654,0.0004190718,0.0001589333,0.00587237],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004040566,"threshold_uncertainty_score":0.00803411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007511154995625454,"score_gpt":0.1672153093489587,"score_spread":0.1597041543533332,"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."}}