{"id":"W2183958753","doi":"","title":"Multi-Step Auto-Regressive Reconstruction of Nonuniformly Sampled, Aliased Seismic Records*","year":2007,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Autoregressive model; Computer science; Algorithm; Operator (biology); Synthetic data; Geology; Data mining; Mathematics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003546729,0.0002621183,0.0002469033,0.000381087,0.00008891187,0.0002922723,0.0002883405,0.0001667596,0.001436434],"category_scores_gemma":[0.00101155,0.0001786346,0.000210011,0.000438815,0.0001725609,0.0003663674,0.0002408219,0.0003409406,0.0004400977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001459807,"about_ca_system_score_gemma":0.0003677273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001324198,"about_ca_topic_score_gemma":0.002838992,"domain_scores_codex":[0.9998912,0.00001993087,0.000008912797,0.00002263061,0.0000475965,0.000009784024],"domain_scores_gemma":[0.999703,0.00007384363,0.00005184209,0.00007972302,0.00008106099,0.00001050797],"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":[0.0001809073,0.00005922382,0.002865194,0.0001904322,0.00007490528,0.0002306468,0.00009679846,0.2487074,0.2875011,0.0115666,0.001954485,0.4465724],"study_design_scores_gemma":[0.000007679234,0.00005068111,0.003411989,0.00001064332,0.0000133827,0.000174609,0.00002302205,0.9334567,0.05634019,0.001673454,0.004820676,0.00001701052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03058694,0.0001333751,0.9681087,0.00004148768,0.00001626954,0.0000150084,0.0001755323,0.0004072621,0.0005154463],"genre_scores_gemma":[0.2397995,0.0002872402,0.7562907,0.00002365243,0.00002454468,0.00003270301,0.0005714137,0.0001156448,0.0028547],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001436434,"threshold_uncertainty_score":0.004805386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260626144631935,"score_gpt":0.2461483403222297,"score_spread":0.2235420788759103,"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."}}