{"id":"W2792569489","doi":"10.1093/gji/ggx519","title":"Inference of viscosity jump at 670 km depth and lower mantle viscosity structure from GIA observations","year":2017,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Jump; Mantle (geology); Inference; Viscosity; Geophysics; Geodesy; Thermodynamics; Physics; Computer science; Astronomy; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006677336,0.0001120241,0.0001753568,0.00003334946,0.0005608309,0.0001635937,0.0003937611,0.00004713716,0.001494135],"category_scores_gemma":[0.0001265895,0.00008616815,0.00007724534,0.00002674517,0.0001910266,0.0004163005,0.0001067402,0.0002323802,0.00004551894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007942842,"about_ca_system_score_gemma":0.00003178803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003268737,"about_ca_topic_score_gemma":0.009829594,"domain_scores_codex":[0.9991147,0.00002714664,0.0001953549,0.0001714074,0.0003411967,0.0001502288],"domain_scores_gemma":[0.9991934,0.0001626626,0.0002478605,0.0001697085,0.0001299091,0.00009648264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006034604,0.00002915049,0.9862783,0.000002827279,0.000122835,0.00001815193,0.0001227793,0.00007658824,0.0005264429,0.0001870406,0.0004533072,0.01212226],"study_design_scores_gemma":[0.0002862965,0.000061454,0.9876035,0.00003014709,0.00002130207,0.00001408883,0.00001702888,0.002278414,0.0003059397,0.008674233,0.000611682,0.00009595301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954313,0.0001181396,0.00009361065,0.0006213123,0.0007611492,0.00003793799,0.0004472394,0.000009194913,0.00248011],"genre_scores_gemma":[0.9984541,0.0001140454,0.0006175613,0.0001013067,0.0004083854,1.868749e-7,0.00005670413,0.000002126576,0.0002455855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0120263,"threshold_uncertainty_score":0.9994186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084908236543387,"score_gpt":0.2632129927430493,"score_spread":0.2323639103776154,"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."}}