{"id":"W2018262010","doi":"10.1190/geo2012-0100.1","title":"High-precision estimation of split PS-wave time delays and polarization directions","year":2013,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Victoria","keywords":"Azimuth; Polarization (electrochemistry); Inversion (geology); Prestack; Covariance; Geology; Geodesy; Algorithm; Computer science; Optics; Mathematics; Physics; Statistics; Seismology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006708114,0.00006255377,0.00008689167,0.00005301043,0.00008837281,0.00003083432,0.00004229733,0.00003660369,0.0004933528],"category_scores_gemma":[0.00002292897,0.00005484732,0.00001948317,0.0001430115,0.00004607089,0.0003377493,0.000008624823,0.00005099281,0.0002964858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002307641,"about_ca_system_score_gemma":0.00001018247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008272422,"about_ca_topic_score_gemma":0.000002494709,"domain_scores_codex":[0.9995489,0.00002371095,0.0001150624,0.0001121118,0.0001109015,0.00008932659],"domain_scores_gemma":[0.9996866,0.00005745932,0.00006272623,0.0001049846,0.00005196978,0.0000362725],"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":[0.000006220961,0.00001821894,0.004482001,0.0000146692,0.000009375766,3.303496e-7,0.0001442184,0.0008697774,0.001918142,0.0003898647,0.003794824,0.9883524],"study_design_scores_gemma":[0.0001395519,0.0001168249,0.209405,0.00003317484,0.00002052905,0.000004982237,0.00003510003,0.743192,0.008361598,0.03769817,0.0008415203,0.0001515722],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930552,0.00006342688,0.004933813,0.0002024319,0.0001064016,0.0001242456,0.00002655644,0.00007921176,0.001408771],"genre_scores_gemma":[0.9820279,0.00003012874,0.01712243,0.0001674195,0.0000332275,5.684069e-7,0.0001553789,0.000002414385,0.0004604835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9882008,"threshold_uncertainty_score":0.9983316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006504276674991235,"score_gpt":0.1807410920912942,"score_spread":0.174236815416303,"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."}}