{"id":"W1705051723","doi":"10.1029/2010gl045283","title":"Response of mantle heat flux to plate evolution","year":2010,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Heat flux; Convection; Mantle (geology); Mantle convection; Mechanics; Geophysics; Geology; Plate tectonics; Rayleigh number; Heat transfer; Natural convection; Geometry; Physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005274012,0.00009685113,0.0001321964,0.0002137432,0.00005871503,0.00002618187,0.0002380639,0.0000553076,0.00006269552],"category_scores_gemma":[0.0001702266,0.00009339606,0.00006324671,0.0003856615,0.00009279881,0.0000714963,0.00008854883,0.0005326032,0.0005906553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006374703,"about_ca_system_score_gemma":0.0000205742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001416765,"about_ca_topic_score_gemma":0.00001782351,"domain_scores_codex":[0.998655,0.00006881903,0.0001390788,0.000176958,0.0004920936,0.0004680707],"domain_scores_gemma":[0.9991362,0.0002641434,0.000004412977,0.000350873,0.00006840173,0.0001759821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001534718,0.00002442049,0.00004605519,0.00001986517,0.00001196691,0.00001141146,0.00008242887,0.008290608,0.9773658,0.001476747,0.01207075,0.0004464604],"study_design_scores_gemma":[0.0009744656,0.0004259583,0.0944288,0.00009074391,0.00001024208,0.000005147723,0.00003031367,0.7684903,0.1009305,0.001658648,0.03237531,0.0005795766],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955698,0.000008388271,0.001151087,0.002196269,0.0002822174,0.0001786,0.00001785148,0.00006729452,0.0005284467],"genre_scores_gemma":[0.9989109,0.000001428794,0.0005141565,0.000107466,0.0001393003,0.0000234812,0.000006215703,0.00002562666,0.0002713989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8764353,"threshold_uncertainty_score":0.7591876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01287103530697827,"score_gpt":0.2674940455276559,"score_spread":0.2546230102206776,"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."}}