{"id":"W2098805872","doi":"10.1071/aseg2012ab109","title":"Making sense of all that AVO stuff!","year":2012,"lang":"en","type":"article","venue":"ASEG Extended Abstracts","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inversion (geology); Stack (abstract data type); Amplitude versus offset; Geology; Reflectivity; Offset (computer science); Seismic inversion; Computer science; Seismology; Amplitude; Remote sensing; Mathematics; Optics; Geometry; Physics","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":[0.005345722,0.001429785,0.00078336,0.001640093,0.005634124,0.01159005,0.001655337,0.003334188,0.02824675],"category_scores_gemma":[0.0164593,0.000520364,0.0005691032,0.001475191,0.01103455,0.01138107,0.005489108,0.006996172,0.02109574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004774429,"about_ca_system_score_gemma":0.00842537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09591462,"about_ca_topic_score_gemma":0.1368487,"domain_scores_codex":[0.9966558,0.0007371936,0.00008551931,0.0004382279,0.001587196,0.0004959653],"domain_scores_gemma":[0.9931578,0.001123014,0.0003310522,0.001129196,0.003483144,0.0007758641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000110527,0.00002543472,0.002269807,0.0002906428,0.00006614665,0.0005618317,0.004809008,0.0007613383,0.002357146,0.1267407,0.6712902,0.1907171],"study_design_scores_gemma":[0.00000605417,0.00001451272,0.0006432409,0.0003726373,0.00002195985,0.0002920255,0.004654525,0.0003655464,0.0005858046,0.06192703,0.9310654,0.0000512519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.006321759,0.02542626,0.08897123,0.5387399,0.04081718,0.0001065788,0.001123369,0.004402149,0.2940916],"genre_scores_gemma":[0.1948006,0.03276994,0.07891911,0.1544178,0.01466667,0.0001668329,0.001654361,0.005405514,0.5171992],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09591462,"threshold_uncertainty_score":0.1907126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06390512629038621,"score_gpt":0.2836993046627364,"score_spread":0.2197941783723502,"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."}}