{"id":"W4396624964","doi":"10.1190/int-2023-0112.1","title":"Seismic net-to-gross estimation for a geologic model update: A case study from a turbidite lobe reservoir in the deepwater of the Niger Delta","year":2024,"lang":"en","type":"article","venue":"Interpretation","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Seismology; Amplitude; Seismic inversion; Seismic to simulation; Amplitude versus offset; Azimuth; Geometry","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":[0.001081742,0.0004964721,0.0003621715,0.0006134462,0.0005984047,0.0008887728,0.0008523006,0.001241572,0.0006127625],"category_scores_gemma":[0.002786037,0.0002913434,0.0003528958,0.0006772833,0.0004168643,0.0006000352,0.0006119381,0.000731557,0.0001283395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560944,"about_ca_system_score_gemma":0.0009250058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05946214,"about_ca_topic_score_gemma":0.06886916,"domain_scores_codex":[0.9996728,0.00009526606,0.00003372545,0.00006359428,0.00009521282,0.00003939812],"domain_scores_gemma":[0.9986026,0.0007561278,0.0001171223,0.0001652747,0.0002821593,0.00007681461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.0003898164,0.0004906851,0.1452083,0.0001008622,0.00007481926,0.005165314,0.0006545814,0.8082682,0.009909292,0.001096623,0.000719572,0.02792192],"study_design_scores_gemma":[0.00004170444,0.0001228757,0.02754602,0.00001421974,0.00003505337,0.0001738413,0.0004179341,0.9654,0.005254027,0.0002853358,0.000680227,0.00002868779],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936684,0.00002782285,0.005190532,0.000128789,0.000005508569,0.00002991157,0.0001863202,0.00009156912,0.0006710201],"genre_scores_gemma":[0.994477,0.00002156795,0.005022198,0.00001156185,0.000003245552,0.000009497606,0.0001629239,0.00001365069,0.000278415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05946214,"threshold_uncertainty_score":0.1182321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070594687976917,"score_gpt":0.2764088758710358,"score_spread":0.2557029289912666,"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."}}