{"id":"W2161296226","doi":"10.1190/1.2957894","title":"Recent applications of turning-ray tomography","year":2008,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Azimuth; Geology; Tomography; Transverse isotropy; Anisotropy; Prestack; Seismology; Seismic tomography; Vector field; Isotropy; Geometry; Optics; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004818572,0.00005493774,0.00007995191,0.00005120211,0.0000958442,0.000004032153,0.0001222964,0.00002227331,0.0003089276],"category_scores_gemma":[0.000004643223,0.00004805258,0.00004542257,0.000315712,0.0001021973,0.00006860473,0.000005198911,0.00006592728,0.0001183906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.966679e-7,"about_ca_system_score_gemma":0.00002217377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006780225,"about_ca_topic_score_gemma":0.000002195776,"domain_scores_codex":[0.9995519,0.00001388494,0.00009797409,0.0001032874,0.000124724,0.0001082381],"domain_scores_gemma":[0.9996712,0.00003068447,0.00005448641,0.0001560038,0.00004978724,0.00003787463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009251541,0.0000441194,0.1183644,0.00001464569,0.00001571699,0.000002399518,0.0003605725,0.0001505589,0.0002016393,0.0001679444,0.02815495,0.8525138],"study_design_scores_gemma":[0.000151721,0.0001036141,0.1774999,0.00001310481,0.0000130142,0.000009442593,0.0001062403,0.002555486,0.006812555,0.006595099,0.805936,0.0002037722],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9263825,0.001853413,0.007581839,0.0006435891,0.0002842038,0.0003627872,0.0001058826,0.0003609695,0.06242481],"genre_scores_gemma":[0.9952792,0.0007643691,0.002976716,0.0005976944,0.00006813228,0.000001949763,0.00006604728,0.000001912433,0.0002440054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8523101,"threshold_uncertainty_score":0.338254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188728140007387,"score_gpt":0.1996956586297951,"score_spread":0.1878083772297212,"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."}}