{"id":"W2029630573","doi":"10.1007/s00024-006-0111-5","title":"Elasticity, Yielding and Episodicity in Simple Models of Mantle Convection","year":2006,"lang":"en","type":"article","venue":"Pure and Applied Geophysics","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"State Government of Victoria; Australian Government; Ontario Ministry of Natural Resources and Forestry","keywords":"Plasticity; Elasticity (physics); Mantle convection; Creep; Constitutive equation; Geology; Finite element method; Linear elasticity; Convection; Mantle (geology); Mechanics; Statistical physics; Computer science; Subduction; Applied mathematics; Econometrics; Mathematics; Physics; Geophysics; Thermodynamics; Seismology","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":[0.001204731,0.0005423219,0.0006474556,0.0007761273,0.0009855593,0.002514153,0.001014144,0.001650796,0.001377144],"category_scores_gemma":[0.006773243,0.0006834864,0.0006324331,0.0006353269,0.003197961,0.003934521,0.001974072,0.001228016,0.0001706268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008404155,"about_ca_system_score_gemma":0.0006007436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004608535,"about_ca_topic_score_gemma":0.002466873,"domain_scores_codex":[0.9998083,0.00007664347,0.00001769954,0.00002526501,0.00003253094,0.00003956058],"domain_scores_gemma":[0.9986435,0.0007768383,0.0001890885,0.0001536665,0.00006408003,0.0001729702],"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":[0.00007462135,0.00005953828,0.003092112,0.00003497803,0.00002627722,0.0001732842,0.0002344482,0.8091225,0.001201359,0.1829001,0.000425805,0.002654932],"study_design_scores_gemma":[0.00001306268,0.000009941717,0.0008210663,0.000004246725,0.000008346805,0.00003856183,0.00004564049,0.8898345,0.0001098019,0.1088924,0.0002032188,0.00001917365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8879551,0.0008607176,0.09102335,0.002978047,0.0001406889,0.00004092506,0.0001801871,0.0002340244,0.01658683],"genre_scores_gemma":[0.9955224,0.0002439561,0.001408165,0.00004274539,0.00005072299,0.00001215154,0.00002334587,0.00003854513,0.002658145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004608535,"threshold_uncertainty_score":0.009163439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007973143194061217,"score_gpt":0.1792393645120994,"score_spread":0.1712662213180382,"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."}}