{"id":"W2145858541","doi":"10.1190/1.3374434","title":"Refocusing migrated seismic images in absorptive media","year":2010,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Colorado School of Mines","keywords":"Deblurring; Deconvolution; Seismic migration; Absorption (acoustics); Geophysical imaging; Convergence (economics); Algorithm; Computer science; Geology; Inverse problem; Function (biology); Seismology; Image restoration; Image (mathematics); Mathematics; Optics; Physics; Image processing; Mathematical analysis; Computer vision","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0001529724,0.0001039404,0.0001173346,0.00008640865,0.0000644688,0.00003798473,0.0001648743,0.0000601629,0.0003333549],"category_scores_gemma":[0.00003752088,0.00008948464,0.00003415599,0.0002747915,0.0001042643,0.0002294913,0.00001008912,0.0003320695,0.0004067447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003085664,"about_ca_system_score_gemma":0.00003727438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0132069,"about_ca_topic_score_gemma":0.0004474844,"domain_scores_codex":[0.9992872,0.00002787706,0.000123712,0.0001891587,0.0001373584,0.0002347285],"domain_scores_gemma":[0.9996101,0.00008162983,0.0000468389,0.0001698094,0.00003528245,0.00005634942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005391944,0.00006790849,0.1585508,0.00002328532,0.00001491464,0.0000841232,0.002261878,0.0003195915,0.02332636,0.0001863913,0.02820057,0.7869102],"study_design_scores_gemma":[0.0008233575,0.000113615,0.6836326,0.00008742033,0.00002335657,0.00003097258,0.0009585164,0.05784263,0.1558008,0.05063851,0.04912306,0.0009252166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902267,0.00004093634,0.0001072854,0.0004439811,0.000439446,0.00006354431,0.00003486804,0.0001262882,0.00851695],"genre_scores_gemma":[0.9968659,0.0000226234,0.001751469,0.0009876844,0.0001263306,5.580227e-7,0.00006981777,0.0000037521,0.0001718937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.785985,"threshold_uncertainty_score":0.9933642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00746359886270099,"score_gpt":0.1995116976673348,"score_spread":0.1920480988046338,"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."}}