{"id":"W7095303787","doi":"","title":"Improving the Image: 5D Interpolation and COV Gathering of a MegaBin ™ Survey","year":2015,"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":"","funders":"","keywords":"Azimuth; Offset (computer science); Interpolation (computer graphics); Data processing; Multivariate interpolation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001117019,0.0007905376,0.0005512097,0.002353921,0.0004620269,0.001626284,0.0007800199,0.0004505575,0.006787238],"category_scores_gemma":[0.002928511,0.0005401588,0.0004851094,0.002988146,0.0003350734,0.001189921,0.001841649,0.0008561502,0.002830299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000690297,"about_ca_system_score_gemma":0.001568862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0141778,"about_ca_topic_score_gemma":0.035557,"domain_scores_codex":[0.9992489,0.00006365037,0.00003438556,0.0001226204,0.0004110312,0.000119245],"domain_scores_gemma":[0.9984872,0.0001539441,0.0001391834,0.0003796992,0.0007597868,0.00008016521],"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":[0.0005636532,0.0001464613,0.0236698,0.0004953227,0.0001266098,0.0002848846,0.001354157,0.02843724,0.1740874,0.004855847,0.01410108,0.7518775],"study_design_scores_gemma":[0.0001151576,0.000625047,0.2229472,0.0002491354,0.0001505015,0.001369703,0.002280243,0.3896454,0.2037799,0.007226051,0.1712532,0.0003586817],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1949844,0.0003554777,0.7761835,0.0003360746,0.0001540144,0.0002948993,0.004226541,0.008974796,0.01449035],"genre_scores_gemma":[0.199371,0.0002570652,0.7904432,0.0001010339,0.00002963025,0.000115513,0.005319474,0.001286262,0.00307686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0141778,"threshold_uncertainty_score":0.02819055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03530681247278636,"score_gpt":0.2311336099486582,"score_spread":0.1958267974758719,"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."}}