{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004017341,0.0001806341,0.0002121413,0.0000459242,0.000283644,0.0002122368,0.0003477922,0.00006260063,0.0008632938],"category_scores_gemma":[0.00004066792,0.0001127587,0.00009429651,0.00009326978,0.0001374419,0.0003972227,0.00002389261,0.0002618426,0.00008066476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001360233,"about_ca_system_score_gemma":0.00007541876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006157727,"about_ca_topic_score_gemma":0.00007746294,"domain_scores_codex":[0.9984087,0.0001033878,0.0002797672,0.0002257577,0.0007102587,0.0002721502],"domain_scores_gemma":[0.9991305,0.0001020607,0.0001400555,0.0001111715,0.000177553,0.000338611],"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":[0.006093078,0.002377971,0.09091351,0.0002340137,0.003266593,0.0008602308,0.01074372,0.01407259,0.07574029,0.01140621,0.3264012,0.4578906],"study_design_scores_gemma":[0.01003152,0.001824731,0.5844839,0.0004203137,0.000390768,0.00139615,0.000889887,0.1167167,0.007830312,0.1068884,0.1668682,0.002259167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906961,0.0001376117,0.0003460416,0.005718889,0.001229457,0.000119429,0.0003644762,0.00002079495,0.001367171],"genre_scores_gemma":[0.9969759,0.00005525371,0.0002941736,0.0006356986,0.00117314,0.000001223992,0.0002172185,0.000005717079,0.0006416853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4935704,"threshold_uncertainty_score":0.9452462,"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."}}