{"id":"W4255395178","doi":"10.32920/ryerson.14657451.v1","title":"Three Dimensional Effect of Axial Magnetic Field to Suppress Convection in the Solvent of Ge0.98Si0.02 Grown By the Traveling Solvent Method","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Space Agency","keywords":"Hartmann number; Mass transfer; Magnetic field; Mechanics; Convection; Fluid dynamics; Flow (mathematics); Heat transfer; Finite element method; Materials science; Plane (geometry); Physics; Condensed matter physics; Thermodynamics; Magnetohydrodynamics; Geometry; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002450302,0.0002586733,0.0005023218,0.00006762401,0.00007822912,0.00008838226,0.0007210945,0.0001789732,0.001382411],"category_scores_gemma":[0.0002177516,0.0001495957,0.000207817,0.0001850541,0.00008785375,0.0000454411,0.0004729697,0.0003567169,0.000007840546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004300538,"about_ca_system_score_gemma":0.00008443668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583653,"about_ca_topic_score_gemma":0.0002218773,"domain_scores_codex":[0.9971706,0.000712722,0.0007153217,0.0005057417,0.0006317208,0.0002639056],"domain_scores_gemma":[0.9975405,0.001290552,0.0002687727,0.0007083603,0.0001332124,0.0000585958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000234783,0.0001885425,0.0001572816,0.0003634741,0.00002498454,0.000001986493,0.002377911,0.002019641,0.9906579,0.0006603271,0.001108647,0.002204558],"study_design_scores_gemma":[0.0005887525,0.0006254492,0.002063259,0.000182585,0.00009055905,0.000009147304,0.0008101419,0.003248415,0.9909207,0.001104434,0.0001160703,0.0002405269],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9506725,0.0004497668,0.04440527,0.001402976,0.0009612375,0.001285833,0.00004173444,0.00002246724,0.0007582374],"genre_scores_gemma":[0.9972265,0.00001244811,0.001900569,0.0004016552,0.00008647618,0.0002561093,0.00003233354,0.0000157663,0.00006812413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04655404,"threshold_uncertainty_score":0.9995304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192794405620324,"score_gpt":0.2876699527094758,"score_spread":0.2683905121474434,"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."}}