{"id":"W4250140328","doi":"10.1090/gsm/197/02","title":"Wave equations","year":2018,"lang":"en","type":"book-chapter","venue":"Graduate studies in mathematics","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Fields Institute for Research in Mathematical Sciences","funders":"","keywords":"Mathematics; Geology; Physics; Computer science; Applied mathematics","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":[0.0001969573,0.000811328,0.0005239235,0.0009078208,0.0004412346,0.001458042,0.0006439218,0.0007354369,0.03816115],"category_scores_gemma":[0.0005822698,0.0002591508,0.0004364507,0.0008084194,0.0007998114,0.001816503,0.001079894,0.002065163,0.01787759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006317315,"about_ca_system_score_gemma":0.0005605753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461407,"about_ca_topic_score_gemma":0.001398076,"domain_scores_codex":[0.9998553,0.00002064339,0.000007033701,0.00002663102,0.00007847997,0.0000119969],"domain_scores_gemma":[0.9998975,0.00002057361,0.000008163052,0.00001882252,0.00004516881,0.000009818371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003615181,0.000009979191,0.00004561212,0.00005188982,0.000005401121,0.0000234196,0.0000691567,0.001859203,0.0006114758,0.8979055,0.0519698,0.0474449],"study_design_scores_gemma":[0.000007223735,0.000008144357,0.0001561669,0.00005404585,0.000006312273,0.0001069328,0.00004407928,0.007853789,0.0005367928,0.5176072,0.4736094,0.000009939564],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003420019,0.008264508,0.2066426,0.004037094,0.003873406,0.00005565439,0.001009503,0.0003637413,0.7723334],"genre_scores_gemma":[0.0383756,0.01122206,0.03124347,0.000775243,0.001738344,0.0001101756,0.001173213,0.0004762634,0.9148856],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03816115,"threshold_uncertainty_score":0.1276618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2171337745695464,"score_gpt":0.3070237053695162,"score_spread":0.08988993079996976,"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."}}