{"id":"W2132484703","doi":"10.2118/0312-0044-jpt","title":"Higher Resolution Subsurface Imaging","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Exploit; Downstream (manufacturing); Computer science; Environmental geology; Mining engineering; Petroleum engineering; Engineering; Hydrogeology; Geotechnical engineering","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":[0.001430197,0.0009778789,0.0007443456,0.002926075,0.0007748292,0.004388503,0.001226318,0.002262514,0.04188821],"category_scores_gemma":[0.001985057,0.0007266001,0.001004885,0.002440153,0.0005811456,0.004649916,0.002860238,0.00252659,0.01904628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332169,"about_ca_system_score_gemma":0.001507745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024255,"about_ca_topic_score_gemma":0.003908919,"domain_scores_codex":[0.9984378,0.0001280133,0.00007618906,0.0002631414,0.000936622,0.0001582619],"domain_scores_gemma":[0.9979569,0.0002360019,0.000134829,0.0003308255,0.001214064,0.0001274496],"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":[0.0003388474,0.0001088053,0.002871479,0.00202013,0.0001112004,0.0007126643,0.0003495586,0.005030273,0.2076322,0.02554832,0.2793523,0.4759243],"study_design_scores_gemma":[0.00005140825,0.0001698844,0.003004075,0.0004638693,0.00007582432,0.001938604,0.0004593773,0.01558869,0.07664531,0.01029135,0.8911434,0.0001682295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02653212,0.03184556,0.5975476,0.01662536,0.007929781,0.0005905763,0.01419675,0.01986111,0.2848711],"genre_scores_gemma":[0.2164983,0.03347534,0.5119635,0.006661519,0.003254293,0.0005651652,0.02240258,0.00572493,0.1994545],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04188821,"threshold_uncertainty_score":0.14013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01072938869834979,"score_gpt":0.2214239455038879,"score_spread":0.2106945568055381,"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."}}