{"id":"W2135201672","doi":"10.1093/gji/ggu111","title":"Three-dimensional to two-dimensional data conversion for electromagnetic wave propagation using an acoustic transfer function: application to cross-hole GPR data","year":2014,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Transfer function; Inversion (geology); Amplitude; Scalar field; Acoustics; Scalar (mathematics); Mathematical analysis; Wave propagation; Geology; Physics; Computational physics; Optics; Geometry; Mathematics; Classical mechanics; Seismology","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":[0.000543569,0.0002674615,0.0002581678,0.0001409838,0.0003194805,0.0002212258,0.00102194,0.00008260415,0.0000832299],"category_scores_gemma":[0.000111481,0.0002587425,0.00007988497,0.0002782628,0.00004820946,0.0007812011,0.0002680695,0.0003352058,0.0001338583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001234779,"about_ca_system_score_gemma":0.00006537949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003599678,"about_ca_topic_score_gemma":0.0000297197,"domain_scores_codex":[0.9977382,0.00004977986,0.0004858805,0.0006893263,0.0006467111,0.0003901141],"domain_scores_gemma":[0.9979531,0.0002208899,0.00006451084,0.0008953189,0.0004652467,0.0004009005],"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":[0.0002423879,0.0003359156,0.0000308419,0.00002440688,0.000106412,0.000001506388,0.00002327495,0.352942,0.6145559,0.003118181,0.001451952,0.02716727],"study_design_scores_gemma":[0.0008093275,0.0003417786,0.007422376,0.00003381745,0.00009346021,0.0000352619,0.000004126092,0.9777899,0.001644735,0.006974928,0.004525742,0.0003245672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3523973,0.000006393485,0.6458141,0.0004391512,0.0005430405,0.0004371013,0.0002568245,0.00007429729,0.00003176174],"genre_scores_gemma":[0.9274892,5.703819e-7,0.06772017,0.0005321124,0.002742339,0.00007267259,0.001348406,0.00005772102,0.00003682649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6248479,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0482782313723592,"score_gpt":0.3219138137331615,"score_spread":0.2736355823608023,"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."}}