{"id":"W2087031184","doi":"10.1190/1.2715053","title":"Practical aspects of AVO modeling","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025906,0.0007155478,0.0006053512,0.000554873,0.0008117676,0.001989959,0.00155197,0.001142649,0.005391541],"category_scores_gemma":[0.004014047,0.0004078335,0.0004995005,0.0005214571,0.0008912922,0.002187532,0.001445183,0.001276647,0.001601817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005978557,"about_ca_system_score_gemma":0.001067311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007500337,"about_ca_topic_score_gemma":0.004401554,"domain_scores_codex":[0.9993363,0.0002097746,0.0000344796,0.00009905177,0.0002708616,0.00004952817],"domain_scores_gemma":[0.999178,0.0003968442,0.00006320929,0.0001324057,0.0001964611,0.00003309697],"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":[0.00004538221,0.00002689514,0.001268514,0.00009773013,0.00001920958,0.0002542536,0.0002447004,0.5860374,0.004077872,0.3109106,0.004548772,0.09246857],"study_design_scores_gemma":[0.000007621439,0.00001420342,0.0001477479,0.00002791108,0.000006145974,0.0001221559,0.00007372571,0.8719565,0.001132394,0.1090438,0.01745152,0.00001611764],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003026854,0.0001853263,0.9842634,0.0007255108,0.0000575272,0.00001851652,0.0000715797,0.0004396186,0.01121172],"genre_scores_gemma":[0.4746866,0.0009862711,0.5036352,0.0003567844,0.0002909832,0.0001810962,0.0003109081,0.0008401871,0.01871196],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007500337,"threshold_uncertainty_score":0.01803648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05283014330014057,"score_gpt":0.2941961853533365,"score_spread":0.241366042053196,"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."}}