{"id":"W1986997325","doi":"10.1103/physreve.65.051203","title":"Molecular dynamics study of diffusion in a bilayer electron gas","year":2002,"lang":"en","type":"article","venue":"Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics","topic":"Quantum, superfluid, helium dynamics","field":"Physics and Astronomy","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"Ministère de la Défense Nationale","keywords":"Diffusion; Physics; RADIUS; Electron; Molecular dynamics; Coulomb; Bilayer; Coupling (piping); Self-diffusion; Atomic physics; Plasma; Condensed matter physics; Molecular physics; Materials science; Thermodynamics; Quantum mechanics; Membrane; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001706686,0.0005677722,0.001211217,0.0001006196,0.0001578994,0.00003990602,0.0003562521,0.00009966621,0.0001415897],"category_scores_gemma":[0.00004409538,0.0004971888,0.0002390145,0.0004425245,0.0002802699,0.0002281883,0.0006156492,0.0009724557,0.00005970036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456726,"about_ca_system_score_gemma":0.00003943047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000110853,"about_ca_topic_score_gemma":0.00002593287,"domain_scores_codex":[0.9966922,0.000289232,0.001094264,0.0008065602,0.0004839233,0.0006338378],"domain_scores_gemma":[0.9985237,0.0003057832,0.0002161665,0.0005969967,0.000121317,0.0002360963],"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":[0.0002275167,0.02296232,0.03236501,0.002397417,0.0009555049,0.0002318555,0.0100664,0.0009731386,0.006393842,0.8077852,0.001827519,0.1138143],"study_design_scores_gemma":[0.002526545,0.0021363,0.003163836,0.001403691,0.0005748438,0.00001013518,0.0008229037,0.7125962,0.0005154592,0.275085,0.0001195242,0.001045553],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860796,0.001494669,0.00542168,0.0005554333,0.0002413325,0.001062415,0.0001926909,0.00004924379,0.004902915],"genre_scores_gemma":[0.9982012,0.0008118006,0.0002051788,0.00004648079,0.0001878738,0.00006810969,0.0002126786,0.00007126392,0.0001954144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7116231,"threshold_uncertainty_score":0.999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007792640213490642,"score_gpt":0.2896878916998364,"score_spread":0.2818952514863458,"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."}}