{"id":"W2955503315","doi":"10.1139/cgj-2018-0689","title":"Towards consideration of epistemic uncertainty in shear-wave velocity measurements obtained via seismic cone penetration testing (SCPT)","year":2019,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Northwest National Laboratory; U.S. Department of Energy","keywords":"Wave velocity; Cone penetration test; Penetration test; Shear (geology); Penetration (warfare); Geology; Uncertainty quantification; Geotechnical engineering; Seismology; Mathematics; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02077167,0.0008713299,0.0007181608,0.003154937,0.0007519546,0.003816022,0.001767773,0.00135246,0.0003711448],"category_scores_gemma":[0.1011073,0.0005118472,0.0006795055,0.002330948,0.001915512,0.003279858,0.002998647,0.001498233,0.0001136933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123984,"about_ca_system_score_gemma":0.002266004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006793119,"about_ca_topic_score_gemma":0.008498861,"domain_scores_codex":[0.9859724,0.00431756,0.001064522,0.001611518,0.006641136,0.000392942],"domain_scores_gemma":[0.9250331,0.04914188,0.007105025,0.006820651,0.01152727,0.0003720484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006483577,0.0001933731,0.1159048,0.001319055,0.0005948187,0.001665084,0.004533065,0.3390119,0.05940582,0.0803308,0.001948091,0.3944448],"study_design_scores_gemma":[0.00003862152,0.0003834738,0.07127644,0.00101839,0.0002612487,0.001739942,0.002320143,0.7541305,0.06839183,0.08691816,0.01314283,0.000378371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1157297,0.0007708725,0.8788463,0.0003508662,0.00005363064,0.0000606041,0.0003033997,0.0002693008,0.003615352],"genre_scores_gemma":[0.7959697,0.0005174348,0.2022705,0.0001136143,0.00006347306,0.00007565757,0.000385636,0.0001505073,0.0004534755],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02077167,"threshold_uncertainty_score":0.1098524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02488973446184927,"score_gpt":0.2120955040153089,"score_spread":0.1872057695534596,"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."}}