{"id":"W3097860441","doi":"10.1190/geo2019-0806.1","title":"Interpolated multichannel singular spectrum analysis: A reconstruction method that honors true trace coordinates","year":2020,"lang":"en","type":"article","venue":"Geophysics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Algorithm; Grid; Computer science; Singular spectrum analysis; Filter (signal processing); Convergence (economics); TRACE (psycholinguistics); Singular value decomposition; Mathematics; Geometry; Artificial intelligence; Computer vision; Image (mathematics)","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":[0.0007035375,0.0005428453,0.0004104248,0.0007379478,0.0002994647,0.0006492606,0.0007135743,0.0005225609,0.001489092],"category_scores_gemma":[0.001865697,0.0002664591,0.0006165231,0.0006195466,0.0005849146,0.0008031846,0.0008106402,0.0008636013,0.0005685737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339631,"about_ca_system_score_gemma":0.00081839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0028858,"about_ca_topic_score_gemma":0.003349677,"domain_scores_codex":[0.9996959,0.00007330353,0.00001515624,0.00005627446,0.0001326324,0.00002678598],"domain_scores_gemma":[0.9994325,0.0001413372,0.00006281737,0.0001396431,0.0001809483,0.00004268757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003021022,0.0001078561,0.003330165,0.0001323592,0.0001111661,0.0002809269,0.0002858036,0.296091,0.1046174,0.03796982,0.003469011,0.5533023],"study_design_scores_gemma":[0.00001011888,0.00003112618,0.0004204056,0.000006085756,0.000006952883,0.0000967879,0.00002236847,0.9809614,0.0115346,0.004223683,0.002669305,0.00001716096],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00921971,0.00002777994,0.9898949,0.00003749167,0.00001763288,0.000009938756,0.0000304233,0.0003528158,0.0004093356],"genre_scores_gemma":[0.1306119,0.00007181117,0.867344,0.00003276252,0.00003235888,0.00003003429,0.0001458435,0.0002170431,0.001514225],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0028858,"threshold_uncertainty_score":0.00573802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756583238138558,"score_gpt":0.2228848313733906,"score_spread":0.205318998992005,"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."}}