{"id":"W1976317893","doi":"10.1190/geo2012-0293.1","title":"L1 pseudo-Vz estimation and deghosting of single-component marine towed-streamer data","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Deconvolution; Geology; Wavelet; Acoustics; Attenuation; Bandwidth (computing); Algorithm; Computer science; Optics; Physics; Artificial intelligence; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.0000914682,0.00007783404,0.0001091356,0.00003379877,0.00005933457,0.00003877023,0.0001767387,0.00002481243,0.000301924],"category_scores_gemma":[0.00003307725,0.00006935381,0.00001411995,0.0000860761,0.00007229974,0.000405591,0.00006947581,0.00006107318,0.00008891952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001809857,"about_ca_system_score_gemma":0.00001143687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01605686,"about_ca_topic_score_gemma":0.00001030189,"domain_scores_codex":[0.9994046,0.00001936682,0.0001396627,0.0001752442,0.0001276559,0.0001334899],"domain_scores_gemma":[0.9994755,0.00007672756,0.00008405909,0.0002816732,0.00003646874,0.00004559155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000003662885,0.0000183919,0.03268702,0.00002297384,0.00000695552,7.065111e-7,0.00007478058,0.00005796443,0.001043638,0.00002399364,0.003397089,0.9626628],"study_design_scores_gemma":[0.0001897292,0.000124465,0.2397134,0.00005495252,0.00002566708,0.0000104928,0.0001279695,0.7453555,0.005075449,0.007204785,0.001908421,0.0002091956],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944676,0.00005182753,0.001227029,0.0002922904,0.00009013076,0.0001050428,0.00004088106,0.00006469867,0.003660564],"genre_scores_gemma":[0.977671,0.00002203715,0.02143078,0.0003067846,0.0000421666,4.585085e-7,0.000431976,0.000002621639,0.00009216015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9624536,"threshold_uncertainty_score":0.9904953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02485519633475023,"score_gpt":0.212200443514479,"score_spread":0.1873452471797288,"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."}}