{"id":"W4392586947","doi":"10.5194/egusphere-egu24-3226","title":"Spherical geometry convection in a fluid with an Arrhenius thermal viscosity dependence: the impact of core size and surface temperature on the scaling of stagnant-lid thickness and internal temperature","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Phase Equilibria and Thermodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Arrhenius equation; Scaling; Materials science; Viscosity; Thermal; Core (optical fiber); Convection; Internal heating; Thermodynamics; Scaling law; Convective heat transfer; Mechanics; Geometry; Composite material; Physics; Classical mechanics","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":[0.0002359096,0.0002929519,0.0002841311,0.000260419,0.0002235336,0.0006317646,0.0003068188,0.0002338712,0.0003326093],"category_scores_gemma":[0.0009232246,0.0001923087,0.0004424314,0.0001609299,0.0005783463,0.0003968206,0.000388776,0.0001816379,0.0001004161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406907,"about_ca_system_score_gemma":0.0004398146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003177787,"about_ca_topic_score_gemma":0.001915338,"domain_scores_codex":[0.9999136,0.00001785869,0.000006009701,0.00001573873,0.00002090482,0.00002598275],"domain_scores_gemma":[0.999768,0.00008950415,0.00005488117,0.00003056007,0.00003010534,0.00002697899],"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":[0.0003310213,0.00009357971,0.0154927,0.0001515291,0.00006849612,0.00047766,0.0002009055,0.6682232,0.2999478,0.007818999,0.0001418317,0.007052258],"study_design_scores_gemma":[0.00003772404,0.0001745597,0.005993757,0.000006563562,0.00002544666,0.0000737642,0.00003658264,0.9688138,0.02406343,0.0004856622,0.0002718382,0.00001683469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925036,0.00009856366,0.005881479,0.0000296481,0.00000664804,0.0000094317,0.00002692412,0.0000524495,0.001391134],"genre_scores_gemma":[0.9978097,0.00004090361,0.001973359,0.000005239488,0.000001927912,0.000005816173,0.00002256776,0.00001289666,0.0001276248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003177787,"threshold_uncertainty_score":0.006318569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00915966063900372,"score_gpt":0.2476468851876296,"score_spread":0.2384872245486259,"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."}}