{"id":"W4413638771","doi":"10.3390/fluids10090222","title":"Compressing Magnetic Fields by the Electromagnetic Implosion of a Hollow Lithium Cylinder: Experimental Test Beds Simulated with OpenFOAM","year":2025,"lang":"en","type":"article","venue":"Fluids","topic":"Combustion and Detonation Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Fusion (Canada)","funders":"Government of Canada","keywords":"Implosion; Cylinder; Mechanics; Physics; Magnetic field; Materials science; Acoustics; Nuclear physics; Mechanical engineering; Engineering; Plasma","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002652763,0.0003731485,0.0005492381,0.0003798135,0.0004698891,0.0006858086,0.0007806096,0.0009268042,0.002271638],"category_scores_gemma":[0.001184981,0.0001877289,0.0003071024,0.0003486782,0.0006219563,0.0005160029,0.0005866368,0.0005045182,0.0001957729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006025382,"about_ca_system_score_gemma":0.0006204814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003993496,"about_ca_topic_score_gemma":0.00242829,"domain_scores_codex":[0.9998618,0.00002088059,0.000007919614,0.00001731564,0.00004959904,0.00004249476],"domain_scores_gemma":[0.9993141,0.0004039166,0.0000645677,0.00004482273,0.00009625716,0.00007642571],"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":[0.000775204,0.0003552164,0.006473027,0.0003473339,0.00003654835,0.001171137,0.0005191337,0.9238657,0.05037493,0.003693094,0.001175336,0.01121337],"study_design_scores_gemma":[0.0000942199,0.0003940143,0.002228241,0.00001943348,0.00001389362,0.00007599522,0.0001943703,0.9615304,0.03365395,0.0005115439,0.001258168,0.00002571632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889677,0.0001448859,0.005678131,0.0001430523,0.00003038541,0.00004308136,0.0004108375,0.000249294,0.004332666],"genre_scores_gemma":[0.9957322,0.00006118512,0.002923346,0.00001736128,0.000004425246,0.00004667659,0.000192103,0.00002307281,0.0009997094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003993496,"threshold_uncertainty_score":0.007940471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00459698662705494,"score_gpt":0.2226773155447759,"score_spread":0.218080328917721,"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."}}