{"id":"W4362733770","doi":"10.18303/2619-1563-2022-4-75","title":"Methodology of physical models parameters determining for seismic experiments","year":2023,"lang":"en","type":"article","venue":"Russian Journal of geophysical technologies","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary; Australian Society of Exploration Geophysicists Research Foundation; Yale University","keywords":"Attenuation; Physical modelling; Computer science; Geology; Geotechnical engineering; Physics; Optics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001299363,0.001136574,0.0007483095,0.001272988,0.0006112264,0.001245326,0.001799474,0.0009275635,0.007933459],"category_scores_gemma":[0.002137362,0.0005913591,0.0007109037,0.0009821749,0.0006524259,0.00126059,0.001423166,0.001389941,0.003301454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004805477,"about_ca_system_score_gemma":0.001600587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008809,"about_ca_topic_score_gemma":0.0006312654,"domain_scores_codex":[0.9990867,0.0001805754,0.00005799345,0.0002267482,0.0003930694,0.00005494926],"domain_scores_gemma":[0.9992668,0.0001807582,0.00006810657,0.0002096698,0.0002432614,0.00003132533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003467377,0.0003153373,0.00475875,0.001567031,0.0001065774,0.0005829366,0.001047903,0.3042632,0.274258,0.1288885,0.003477344,0.2803876],"study_design_scores_gemma":[0.00008092926,0.0007944804,0.003719976,0.0002098851,0.0001185003,0.0005924382,0.0005850527,0.6975735,0.1486123,0.07921052,0.06831918,0.0001832881],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006576271,0.000102331,0.9885206,0.00004007421,0.00002663092,0.0002314113,0.0002337153,0.0005760973,0.003692843],"genre_scores_gemma":[0.2205432,0.0007529461,0.7689333,0.00005467262,0.00003930024,0.002374324,0.001265067,0.0004081139,0.005629156],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007933459,"threshold_uncertainty_score":0.0265401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0968045785059569,"score_gpt":0.313462549710205,"score_spread":0.2166579712042481,"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."}}