{"id":"W3181207310","doi":"","title":"Comparison of spherical shell and plane-layer mantle convection thermal structure in viscously stratified models with mixed-mode heating: implications for the incorporation of temperature-dependent parameters","year":2012,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Geomagnetism and Paleomagnetism Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Spherical shell; Spherical geometry; Mantle convection; Mantle (geology); Convection; Rayleigh number; Mechanics; Internal heating; Natural convection; Combined forced and natural convection; Thermodynamics; Thermal; Materials science; Geophysics; Shell (structure); Geometry; Physics; Geology; Composite material; 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":[0.0004171794,0.0004000427,0.0004521542,0.0003282849,0.0002445182,0.0007169775,0.0006177792,0.0003777764,0.0005639351],"category_scores_gemma":[0.001489669,0.0002458364,0.0008300989,0.0002876845,0.0004521706,0.0005167405,0.0005903823,0.0003255767,0.0001007153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007035864,"about_ca_system_score_gemma":0.0004679905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333605,"about_ca_topic_score_gemma":0.005498028,"domain_scores_codex":[0.9998691,0.0000418128,0.00001169018,0.00002177512,0.00002780932,0.00002784812],"domain_scores_gemma":[0.9994664,0.0002095723,0.0001039663,0.00007836854,0.00007762515,0.00006396369],"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":[0.0001467216,0.00004207161,0.01734295,0.0000179579,0.00005321384,0.00005864731,0.00007693825,0.969766,0.008471203,0.002417991,0.0001184271,0.001487909],"study_design_scores_gemma":[0.00001779189,0.00003453907,0.004249304,0.000002675535,0.00001138616,0.00001086113,0.00003303881,0.9940685,0.001100793,0.0003899263,0.00007263166,0.000008509251],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958065,0.00003966188,0.002846058,0.00004123023,0.000003473323,0.000009801691,0.00007430996,0.00002652182,0.001152553],"genre_scores_gemma":[0.9989412,0.00002589281,0.0007539788,0.000005359492,0.00000257136,0.000008834168,0.00006641335,0.00001332501,0.0001822978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01333605,"threshold_uncertainty_score":0.02651685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514316982293198,"score_gpt":0.2377594211870678,"score_spread":0.2226162513641358,"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."}}