{"id":"W4291716931","doi":"10.1190/image2022-3751513.1","title":"South Halfway 3D: An example of a challenging onshore acquisition and subsequent processing and a unique way of performing a prestack elastic inversion on a difficult dataset","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prestack; Inversion (geology); Computer science; Geology; Computational science; Algorithm; Seismology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006070231,0.0001266074,0.0001508536,0.0002413218,0.0003838991,0.00004386916,0.0002477105,0.00003358542,0.0001816824],"category_scores_gemma":[0.00004114539,0.0001161773,0.0000211329,0.0001576861,0.0001681092,0.0002333862,0.00007883172,0.0001019499,3.713193e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001968816,"about_ca_system_score_gemma":0.0000450675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002650558,"about_ca_topic_score_gemma":0.0002798605,"domain_scores_codex":[0.9987656,0.00004008767,0.0002559117,0.0003978534,0.0003435892,0.0001969681],"domain_scores_gemma":[0.9993576,0.0001309318,0.0002406913,0.0001314096,0.00006604463,0.00007334546],"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":[0.002952032,0.0008740058,0.02558443,0.001615772,0.0001684382,0.00001023035,0.04976286,0.11031,0.1874856,0.02592158,0.003145736,0.5921693],"study_design_scores_gemma":[0.001434675,0.001073859,0.005983295,0.0003909974,0.00004653873,0.00006979798,0.008537477,0.885285,0.02412591,0.003475776,0.06882527,0.0007513863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928525,0.00008155492,0.00515463,0.00006427106,0.00008887477,0.0001409012,0.0008291945,0.00003015683,0.000757903],"genre_scores_gemma":[0.9931844,0.00001820771,0.004741566,0.0003051787,0.00002714869,0.00001609104,0.001635915,0.000005251785,0.00006617505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7749751,"threshold_uncertainty_score":0.4737574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02822045070784571,"score_gpt":0.2342593146844155,"score_spread":0.2060388639765698,"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."}}