{"id":"W2097135359","doi":"10.1111/j.1365-246x.2012.05549.x","title":"Time-dependent convection models of mantle thermal structure constrained by seismic tomography and geodynamics: implications for mantle plume dynamics and CMB heat flux","year":2012,"lang":"en","type":"article","venue":"Geophysical Journal International","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Mantle convection; Geophysics; Mantle (geology); Geodynamics; Seismic tomography; Geology; Convection; Mechanics; Physics; Lithosphere; Tectonics; Seismology","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":[0.0003054575,0.0004665333,0.0003620932,0.0003173145,0.0002980005,0.0005919718,0.0009779363,0.0008750023,0.0007475398],"category_scores_gemma":[0.001367192,0.0003037555,0.0006322996,0.0003131041,0.0009141972,0.0009314949,0.0008081733,0.0006968769,0.0001168243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007603,"about_ca_system_score_gemma":0.001141772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01833287,"about_ca_topic_score_gemma":0.009129704,"domain_scores_codex":[0.9999206,0.00002261315,0.000005265008,0.00001443262,0.00002166697,0.00001542007],"domain_scores_gemma":[0.9996811,0.0001099039,0.00007812551,0.00003799513,0.00004252519,0.00005030106],"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":[0.000009691052,0.00001023243,0.0004141332,0.00000727828,0.000005622417,0.00001742156,0.00002591161,0.987937,0.002501633,0.008181697,0.0000731776,0.0008161244],"study_design_scores_gemma":[0.000003048723,0.000002498186,0.0001281513,0.000001076845,0.000001170902,0.00000379668,0.000003590078,0.997823,0.0001840375,0.001719611,0.0001271986,0.000002731354],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4997319,0.0008572721,0.4835956,0.00182773,0.0001128641,0.0000598922,0.0003735089,0.0004803979,0.01296083],"genre_scores_gemma":[0.9711307,0.0003892528,0.02441206,0.0001127219,0.00004368475,0.00007895251,0.0001799759,0.0001111976,0.003541326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01833287,"threshold_uncertainty_score":0.03645229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005634812453795363,"score_gpt":0.208155548799233,"score_spread":0.2025207363454376,"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."}}