{"id":"W2007419206","doi":"10.1190/1.2148291","title":"Seismic elastic modelling","year":2005,"lang":"en","type":"article","venue":"","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Vertical seismic profile; Geology; Seismology; 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":[0.0004595231,0.0009644717,0.0006457025,0.001164714,0.0006012339,0.001468068,0.001684836,0.001895583,0.02369013],"category_scores_gemma":[0.001906645,0.0006061179,0.0008517709,0.001252797,0.0004458956,0.001330568,0.001103246,0.001092115,0.01004468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005188022,"about_ca_system_score_gemma":0.0005952882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004783217,"about_ca_topic_score_gemma":0.003465384,"domain_scores_codex":[0.9996687,0.00005756995,0.00002146482,0.00007490506,0.0001355979,0.00004171461],"domain_scores_gemma":[0.9995227,0.000121669,0.00005169308,0.0001229802,0.0001525937,0.00002830716],"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":[0.0000463759,0.00003843648,0.0005588938,0.00007798609,0.00002268086,0.0001216409,0.00006913806,0.9164705,0.003399241,0.04302352,0.003229853,0.03294159],"study_design_scores_gemma":[0.000004424003,0.00001041246,0.0002175239,0.00001512339,0.000005456593,0.00006160497,0.00002796109,0.9771713,0.0006899445,0.008056658,0.01372513,0.00001441836],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01558038,0.0002841589,0.8931403,0.0004270131,0.0001760066,0.0001440564,0.002199675,0.001038076,0.08701029],"genre_scores_gemma":[0.5453451,0.00222175,0.249887,0.0002795061,0.0001834935,0.0005645872,0.005363197,0.001431594,0.1947238],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02369013,"threshold_uncertainty_score":0.07925141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791663451635053,"score_gpt":0.2051677508999549,"score_spread":0.1872511163836044,"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."}}