{"id":"W2963320063","doi":"10.1016/j.jde.2018.07.031","title":"On an elastic model arising from volcanology: An analysis of the direct and inverse problem","year":2018,"lang":"en","type":"article","venue":"Journal of Differential Equations","topic":"Numerical methods in inverse problems","field":"Mathematics","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Università degli Studi di Trieste; Österreichischen Akademie der Wissenschaften; York University; Istituto Nazionale di Alta Matematica \"Francesco Severi\"; New York University","keywords":"Volcanology; Inverse problem; Inverse; Geology; Mathematics; Seismology; Geometry; Mathematical analysis; Volcano","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":[0.001026116,0.00149863,0.001860923,0.001677146,0.001022552,0.002130152,0.002459036,0.005337686,0.004950456],"category_scores_gemma":[0.005533362,0.000908519,0.001849906,0.0008402714,0.004102352,0.002973964,0.004038697,0.002960102,0.0004214815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009923923,"about_ca_system_score_gemma":0.001413988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007115218,"about_ca_topic_score_gemma":0.005312963,"domain_scores_codex":[0.9995715,0.0001500597,0.00001791756,0.00007356571,0.000131943,0.00005505226],"domain_scores_gemma":[0.998306,0.000891275,0.0002161585,0.000101485,0.0002314594,0.000253568],"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":[0.00005288705,0.0001319515,0.0008444974,0.0002038049,0.0000615009,0.0006410912,0.000141396,0.5803137,0.002131412,0.4086787,0.002415773,0.004383302],"study_design_scores_gemma":[0.00001751809,0.00002097871,0.0002663324,0.00001788717,0.00001533801,0.0001440305,0.00005083454,0.9214188,0.0001302361,0.07688326,0.001014113,0.00002071958],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1838796,0.004872255,0.6778367,0.01219505,0.001149785,0.0002311577,0.0004070908,0.0002231816,0.1192052],"genre_scores_gemma":[0.8760615,0.003708975,0.04664289,0.00170944,0.001011994,0.000200204,0.0003623024,0.0003115433,0.06999122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007115218,"threshold_uncertainty_score":0.01656097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0848036864708066,"score_gpt":0.3618375875024474,"score_spread":0.2770339010316408,"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."}}