{"id":"W6907510226","doi":"10.2516/ogst:1990023/pdf","title":"Inversion Techniques Applied in Stratigraphic Interpretation","year":2006,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Inversion (geology); Reflection (computer programming); Seismic trace; Position (finance); Amplitude; Inverse problem; Reflection coefficient; Noisy data; Seismic inversion; High resolution","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":[0.0009910786,0.0006664428,0.0004504811,0.001561577,0.000446797,0.00117292,0.0009002957,0.0007274165,0.007409689],"category_scores_gemma":[0.002879629,0.0004653028,0.0005823696,0.002143422,0.0006505882,0.001007773,0.00108475,0.001210714,0.003985347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003387766,"about_ca_system_score_gemma":0.0008796118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804189,"about_ca_topic_score_gemma":0.001504588,"domain_scores_codex":[0.9995441,0.0001415281,0.00002942726,0.00008408947,0.0001660584,0.00003469578],"domain_scores_gemma":[0.9993715,0.0002639952,0.00005047758,0.00009863699,0.0001994168,0.00001602308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007168054,0.00003690587,0.0009370163,0.0004613636,0.00008825068,0.0002181669,0.0003056598,0.06285793,0.03913366,0.109122,0.005830506,0.7809368],"study_design_scores_gemma":[0.00004287669,0.00006477572,0.001566275,0.0001974422,0.00004875814,0.0005312057,0.0001578839,0.7319466,0.02561251,0.1432012,0.09656999,0.00006035809],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001208689,0.0003172903,0.9958878,0.00005138911,0.00004472613,0.00002681548,0.00006331128,0.0003606752,0.002039327],"genre_scores_gemma":[0.03827429,0.001176533,0.9560675,0.00007562097,0.00009858717,0.0001321558,0.0002509373,0.0002159256,0.003708428],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007409689,"threshold_uncertainty_score":0.0247879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007604781639298445,"score_gpt":0.203015480054086,"score_spread":0.1954106984147875,"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."}}