{"id":"W1568562874","doi":"10.1029/gm046p0065","title":"Seismic Wave Scattering and the Earth's Structure in the Lower Mantle","year":2011,"lang":"en","type":"book-chapter","venue":"Geophysical monograph","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Geology; Geophysics; Mantle (geology); Earth (classical element); Scattering; Core–mantle boundary; Structure of the Earth; Seismology; Physics; Astronomy; Optics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001990299,0.0003516299,0.0004526972,0.00007935619,0.0001775063,0.0001572897,0.0003911426,0.000183736,0.0009834279],"category_scores_gemma":[0.000003723411,0.0001814602,0.0001788945,0.000064698,0.0005213346,0.00009939371,0.00005619714,0.0004497254,0.000178167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":7.841163e-7,"about_ca_system_score_gemma":0.00001494523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923326,"about_ca_topic_score_gemma":0.000429833,"domain_scores_codex":[0.9986476,0.00007877962,0.0002609151,0.0003916515,0.0002761064,0.0003449506],"domain_scores_gemma":[0.9991323,0.0001732382,0.0001356112,0.0004705753,0.00002110379,0.00006720272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.003833378,0.0003253855,0.006346116,0.001059551,0.002113631,0.001022761,0.01719346,0.001158324,0.0007936448,0.6150174,0.009959645,0.3411768],"study_design_scores_gemma":[0.001243358,0.0002383546,0.1866139,0.0001907845,0.0002580147,0.00004097506,0.00005054403,0.0007137759,0.0000453771,0.6838161,0.1258111,0.0009777717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7507759,0.001697878,0.0000212327,0.0009587617,0.001874123,0.001399945,0.0009615093,0.00007214717,0.2422385],"genre_scores_gemma":[0.9914256,0.0002741149,0.00003562644,0.0005436383,0.0005331247,0.000003849635,0.00009340214,0.00001452411,0.007076164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.340199,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144405592341022,"score_gpt":0.1730004333864021,"score_spread":0.1615563774629919,"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."}}