{"id":"W3089389168","doi":"","title":"DFN Analysis Constrained by Site Conditions","year":2020,"lang":"en","type":"article","venue":"54th U.S. Rock Mechanics/Geomechanics Symposium","topic":"Advanced Electrical Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Excellence in Mining Innovation; Laurentian University","funders":"","keywords":"Computer science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002447562,0.0007152755,0.0009188991,0.0004381749,0.0002709986,0.0001083259,0.0006695343,0.000409087,0.0004872737],"category_scores_gemma":[0.0001184081,0.0008220134,0.0004487575,0.003122137,0.000009068115,0.0003889592,0.0001594165,0.0007429397,0.0003052829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378087,"about_ca_system_score_gemma":0.0000583141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011863,"about_ca_topic_score_gemma":0.00001354574,"domain_scores_codex":[0.9963955,0.00008379505,0.0008505051,0.000877517,0.0007293317,0.001063337],"domain_scores_gemma":[0.9980829,0.000108888,0.0001830464,0.0006784505,0.0002441874,0.000702507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002497627,0.00008510432,0.000007320462,0.00009973476,0.000899053,0.00002146105,0.0001628335,0.08757089,0.8809347,0.0171219,0.01277496,0.000297085],"study_design_scores_gemma":[0.0006330512,0.0003322704,7.441055e-7,0.00002481876,0.0008578199,0.00000974566,0.00005011309,0.7703916,0.209046,0.007004191,0.01065581,0.0009938403],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0008868313,0.0005503397,0.9902122,0.001098145,0.0003396963,0.0008043971,0.0007135522,0.00403256,0.001362281],"genre_scores_gemma":[0.9948841,0.0005129821,0.001956715,0.001380109,0.0001553503,0.000207248,0.0006248499,0.0001865082,0.00009213935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9939973,"threshold_uncertainty_score":0.9994231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01116076223869928,"score_gpt":0.2192975770670123,"score_spread":0.208136814828313,"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."}}