{"id":"W3170432305","doi":"10.1016/j.jcrysgro.2021.126204","title":"Numerical simulation of thermo-solutal Marangoni convection in a full floating zone with radiative heat transfer under zero gravity","year":2021,"lang":"en","type":"article","venue":"Journal of Crystal Growth","topic":"Fluid Dynamics and Thin Films","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"Osaka University","keywords":"Marangoni effect; Marangoni number; Zero gravity; Convection; Radiation zone; Radiative transfer; Mechanics; Vortex; Thermal; Convection cell; Convection zone; Natural convection; Combined forced and natural convection; Physics; Thermodynamics; Optics","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":[0.0002264203,0.0004846832,0.0007894619,0.0005214471,0.0008892874,0.0009780751,0.001052412,0.00161594,0.00218239],"category_scores_gemma":[0.001151184,0.0003181287,0.0005669911,0.0004238365,0.001609946,0.0005952085,0.0009051533,0.0007768343,0.0001302897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009072461,"about_ca_system_score_gemma":0.001088403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01956716,"about_ca_topic_score_gemma":0.007319431,"domain_scores_codex":[0.9998609,0.00002909405,0.000005703359,0.00001985871,0.00003107122,0.00005331293],"domain_scores_gemma":[0.9994801,0.0002795134,0.00005924659,0.00003627206,0.00005310005,0.00009177833],"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":[0.0002062779,0.0001026616,0.001169321,0.00005181078,0.00002799805,0.000213948,0.00007769083,0.9855186,0.00594416,0.0051561,0.0001908243,0.001340619],"study_design_scores_gemma":[0.00003214122,0.00003477801,0.000352974,0.000003117824,0.000004337302,0.00001171323,0.00001633514,0.9986317,0.000598075,0.000216674,0.00009125593,0.000006833368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760626,0.000208406,0.008906503,0.0003185933,0.0000811662,0.00003754736,0.0002376019,0.0001249291,0.01402258],"genre_scores_gemma":[0.9968574,0.00003647564,0.001600907,0.00002115912,0.000008610029,0.0000152638,0.00005085242,0.00001496068,0.001394421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956716,"threshold_uncertainty_score":0.03890651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006330560391364868,"score_gpt":0.2009014857372347,"score_spread":0.1945709253458699,"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."}}