{"id":"W1968454094","doi":"10.1190/1.2780785","title":"Anomalous reflection amplitudes from fractured reservoirs—Failure of AVOA?","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reflection (computer programming); Amplitude; Geology; Seismology; Optics; Physics; Computer science","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":[0.0002422284,0.0002200102,0.000196475,0.000696605,0.000276994,0.0004327045,0.0004501072,0.0001659282,0.0008039664],"category_scores_gemma":[0.0007536918,0.0001896364,0.0001224096,0.0005228081,0.0004048788,0.0002275219,0.0003524806,0.0002174067,0.0001653383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391398,"about_ca_system_score_gemma":0.0003003746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02819193,"about_ca_topic_score_gemma":0.03273022,"domain_scores_codex":[0.99981,0.00001249284,0.000006957092,0.00003830753,0.000078247,0.00005393847],"domain_scores_gemma":[0.9997435,0.00004534822,0.00005563242,0.00003040189,0.00009529179,0.000029667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004332221,0.00004121662,0.1007633,0.00009368383,0.00004934861,0.0007741026,0.0007581703,0.004033679,0.8522905,0.000676622,0.000465441,0.03962065],"study_design_scores_gemma":[0.00003520266,0.0001861849,0.5133088,0.00002637639,0.00008078451,0.001681731,0.001163168,0.07007762,0.4100939,0.0007749136,0.002495048,0.00007626819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935452,0.00009525297,0.004080484,0.00003647119,0.000004445949,0.000004550361,0.0001247339,0.0001405237,0.001968297],"genre_scores_gemma":[0.9986768,0.00002509056,0.001009073,0.000003509751,0.000001285215,0.000001351249,0.00007374293,0.000009806403,0.0001993073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02819193,"threshold_uncertainty_score":0.05605567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02831199796813057,"score_gpt":0.2838569165636798,"score_spread":0.2555449185955493,"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."}}