{"id":"W4404532101","doi":"10.1038/s41467-024-53938-3","title":"Saturation of the compression of two interacting magnetized plasma toroids evidenced in the laboratory","year":2024,"lang":"en","type":"article","venue":"Nature Communications","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Science and Technology Facilities Council; Engineering and Physical Sciences Research Council; Université de Bordeaux; European Commission","keywords":"Magnetic field; Advection; Saturation (graph theory); Physics; Plasma; Toroid; Compression (physics); Anisotropy; Electric field; Condensed matter physics; Mechanics; Turbulence; Computational physics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002535155,0.00006115525,0.00008719965,0.0000387641,0.00009103167,0.00003254755,0.000705975,0.00004964529,0.00001484773],"category_scores_gemma":[0.00006096667,0.00003648951,0.00006251667,0.0003830736,0.00006596412,0.0001192679,0.0001475387,0.0007760245,0.00000144356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001500715,"about_ca_system_score_gemma":0.00006080339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001086744,"about_ca_topic_score_gemma":0.0004028383,"domain_scores_codex":[0.9993132,0.0002561323,0.0001841875,0.00006968392,0.0001178676,0.0000589],"domain_scores_gemma":[0.998063,0.001001918,0.00009163851,0.0007533988,0.00008193278,0.000008095347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006644445,0.0005172481,0.2283415,0.0001198756,0.0001544448,5.25121e-7,0.02118516,0.001624016,0.1211596,0.603328,0.006212078,0.01729112],"study_design_scores_gemma":[0.002212034,0.0001061268,0.1740848,0.00327154,0.000308272,0.000004972149,0.0194362,0.7133449,0.02802354,0.009061595,0.04952143,0.0006246602],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892153,0.001961231,0.0001483962,0.003581296,0.0003507654,0.0002632028,0.00006663922,0.00001454296,0.004398632],"genre_scores_gemma":[0.9987599,0.0000258462,0.001074563,0.00002943248,0.00002654866,0.00001585301,0.00003131861,0.000005488768,0.00003107867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7117209,"threshold_uncertainty_score":0.3371483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01191106012327986,"score_gpt":0.3242596197395477,"score_spread":0.3123485596162678,"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."}}