{"id":"W3124328754","doi":"10.3997/2214-4609.202010375","title":"Fast Elastic Wavefield Reconstruction in a Local Region by Modifying Any Modelling Code","year":2020,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Code (set theory); Domain (mathematical analysis); Geology; Finite difference; Point (geometry); Seismic exploration; Computer science; Finite difference method; Seismic wave; Seismology; Algorithm; Geometry; Mathematical analysis; Mathematics; 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":[0.0002501422,0.0005186702,0.0002519409,0.0003446898,0.0002271785,0.0005127229,0.000836706,0.0004319608,0.0081569],"category_scores_gemma":[0.000708422,0.0002184209,0.0004819299,0.0002653975,0.0002679972,0.0006802188,0.0008460847,0.0006489361,0.00215945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002122449,"about_ca_system_score_gemma":0.000528536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061229,"about_ca_topic_score_gemma":0.003082672,"domain_scores_codex":[0.9999106,0.000007598358,0.000006680034,0.0000194069,0.00004422787,0.00001152418],"domain_scores_gemma":[0.99978,0.00005834501,0.00001998766,0.00007948204,0.00004845313,0.00001367496],"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":[0.0002076376,0.0001499419,0.004562811,0.000200958,0.00005523387,0.000557603,0.0003200207,0.5480311,0.1579465,0.02598748,0.004570456,0.2574103],"study_design_scores_gemma":[0.00001181753,0.00001914105,0.0003079531,0.000009199973,0.000006207187,0.00009047124,0.00002902395,0.9632443,0.02863809,0.001717411,0.005914278,0.00001218779],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02399748,0.00001724488,0.9690241,0.00003803251,0.00002150945,0.0000266847,0.0001052144,0.003427473,0.003342337],"genre_scores_gemma":[0.3503461,0.00007471425,0.6364193,0.00005470467,0.00001428879,0.0001032617,0.0005851514,0.001479405,0.01092305],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0081569,"threshold_uncertainty_score":0.02728754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376148673672419,"score_gpt":0.2000858575645127,"score_spread":0.1663243708277885,"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."}}