{"id":"W2050895373","doi":"10.1190/1.1816584","title":"Non‐linear AVO equations and their use in 3‐parameter inversions","year":2001,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; 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":[0.001196225,0.0006216289,0.0003698622,0.0006637347,0.0004339315,0.001198345,0.00111559,0.0007987976,0.006584911],"category_scores_gemma":[0.009443995,0.0006398661,0.0006734049,0.0007568085,0.0003964888,0.001277361,0.001282932,0.001763783,0.002360139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004593203,"about_ca_system_score_gemma":0.001018963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197274,"about_ca_topic_score_gemma":0.01158762,"domain_scores_codex":[0.999587,0.0001554531,0.00003654898,0.00005685618,0.0001416442,0.00002238251],"domain_scores_gemma":[0.9983398,0.0009983724,0.0001120259,0.0001467211,0.000365067,0.00003810607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009569687,0.00006480444,0.004153681,0.0002290763,0.00007476821,0.0002967734,0.0004709381,0.5646779,0.0133287,0.0731352,0.01454889,0.3289236],"study_design_scores_gemma":[0.00001217004,0.00001068822,0.0006418616,0.00002707855,0.000007298589,0.00004073704,0.00003613345,0.9723078,0.002034919,0.01394891,0.01090464,0.00002771489],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005239002,0.0002301297,0.9874752,0.0002003116,0.00007779757,0.00004939134,0.0003086647,0.001261905,0.005157643],"genre_scores_gemma":[0.2160331,0.0008327854,0.7647257,0.0001963061,0.0001318411,0.0003877568,0.001229141,0.002321711,0.01414164],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01197274,"threshold_uncertainty_score":0.0238061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03907101755320111,"score_gpt":0.2310670244799566,"score_spread":0.1919960069267554,"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."}}