{"id":"W2134892397","doi":"10.1190/1.3554712","title":"Parametric reconstruction of multidimensional seismic records","year":2011,"lang":"en","type":"article","venue":"Geophysics","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Parametric statistics; Geology; Seismology; Computer science; Statistics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009268518,0.0000630546,0.0001267985,0.00006353626,0.00004603239,0.000002708328,0.00006958369,0.00004210644,0.001082442],"category_scores_gemma":[0.00002798326,0.0000484015,0.0000756939,0.0003335961,0.00004739099,0.00006507886,0.000005379423,0.0000711785,0.0003114041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":8.903841e-7,"about_ca_system_score_gemma":0.00001372845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004495158,"about_ca_topic_score_gemma":0.0001227765,"domain_scores_codex":[0.9994481,0.00003019045,0.0001476963,0.0001404266,0.0001097942,0.0001238263],"domain_scores_gemma":[0.9996716,0.00004360245,0.00007701573,0.0001102449,0.00005177429,0.0000457491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002457059,0.00003754754,0.5269697,0.00000746282,0.0000302733,0.000002216299,0.00008298921,0.01462297,0.00002399559,0.00009212894,0.00004934996,0.4580567],"study_design_scores_gemma":[0.0001246152,0.000137969,0.7358447,0.000009603855,0.00003602979,0.000007062702,0.00007462288,0.2489166,0.0002931109,0.01429415,0.0001363316,0.0001252761],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940622,0.00006428524,0.001637414,0.00001403449,0.0002144045,0.0000254419,0.00001647755,0.00001985466,0.003945841],"genre_scores_gemma":[0.9899839,0.00003060429,0.009744616,0.00004010534,0.00004632026,2.075035e-7,0.00002481806,9.890144e-7,0.0001284991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4579315,"threshold_uncertainty_score":0.9998307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03177450168492242,"score_gpt":0.1964042645094563,"score_spread":0.1646297628245339,"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."}}