{"id":"W2758834247","doi":"","title":"Mapping Upper Mantle Seismic Discontinuities Using Singular Spectrum Analysis","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Statistical and numerical algorithms","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Classification of discontinuities; Geology; Seismology; Geophysics; Geodesy; Mathematics; Mathematical analysis","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":[0.0006909225,0.0002571312,0.0005745499,0.0002219655,0.0001478696,0.0001172051,0.0002191557,0.00008962126,0.00004249674],"category_scores_gemma":[0.0008402016,0.0002154851,0.0002068997,0.0006640311,0.00009718001,0.0001382711,0.0001667559,0.0001995347,0.00007939553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001295931,"about_ca_system_score_gemma":0.00004454489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002089338,"about_ca_topic_score_gemma":0.0001732676,"domain_scores_codex":[0.9979449,0.0001326447,0.0005028568,0.0003784054,0.000479404,0.0005617863],"domain_scores_gemma":[0.9987415,0.0003864266,0.0002025195,0.0003137525,0.0001030405,0.0002527817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000476993,0.003047805,0.6609117,0.002141435,0.01378565,0.001750817,0.08021893,0.01482837,0.0084074,0.1059894,0.05695377,0.05148773],"study_design_scores_gemma":[0.0009786735,0.0001076203,0.002209009,0.0003005604,0.001253331,0.00004622416,0.007609429,0.6909091,0.0008710541,0.2893379,0.005197015,0.001180102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6797397,0.0003011801,0.3134501,0.0004364062,0.0002538754,0.0001525339,0.00002139479,0.0001678511,0.005477005],"genre_scores_gemma":[0.7708268,0.000005230162,0.2263947,0.0001498798,0.0004453674,0.000008005341,0.00001638687,0.0000566524,0.002097104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6760807,"threshold_uncertainty_score":0.8787227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06216609615255223,"score_gpt":0.31445425345818,"score_spread":0.2522881573056278,"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."}}