{"id":"W2291760404","doi":"10.1093/gji/ggv368","title":"Ultra-low velocity zones beneath the Philippine and Tasman Seas revealed by a trans-dimensional Bayesian waveform inversion","year":2015,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Geology; Mantle (geology); Geophysics; Inverse problem; Bayesian probability; Parallel tempering; Markov chain Monte Carlo; Geodesy; Statistical physics; Seismology; Mathematics; Mathematical analysis; Physics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004373497,0.0004158469,0.0002043773,0.0006766723,0.0002827513,0.0006422566,0.0007895416,0.0004950108,0.0008938223],"category_scores_gemma":[0.001701894,0.0003438826,0.000424936,0.0005850092,0.0003982782,0.0004310924,0.0008102175,0.0005221813,0.0002092122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005299799,"about_ca_system_score_gemma":0.001284872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04108146,"about_ca_topic_score_gemma":0.03456037,"domain_scores_codex":[0.9998789,0.00002855585,0.0000070772,0.00003125801,0.00003080799,0.00002348561],"domain_scores_gemma":[0.9997266,0.00006270416,0.00005143648,0.00002789329,0.00009446993,0.00003682765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001775332,0.0001308123,0.06232419,0.0001067062,0.0001493629,0.0004574092,0.0006912815,0.8108385,0.0295704,0.009176628,0.001510981,0.08486617],"study_design_scores_gemma":[0.000009220538,0.000007100686,0.008170348,0.000005160025,0.00001255706,0.00001449585,0.0000427455,0.9896597,0.0008637744,0.0009012091,0.0003016917,0.00001199127],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8333127,0.0001381619,0.1608233,0.0005563489,0.00002332482,0.00004364054,0.0007149874,0.0007003247,0.003687003],"genre_scores_gemma":[0.9654909,0.00006716278,0.03315942,0.00003700054,0.00001278934,0.00001674849,0.0006005471,0.00005245909,0.0005630412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04108146,"threshold_uncertainty_score":0.08168465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01060046023699123,"score_gpt":0.2086709569781874,"score_spread":0.1980704967411961,"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."}}