{"id":"W3128591958","doi":"10.1088/1741-4326/abe4b2","title":"Comparison between SOLPS-4.3 and the Lengyel Model for ITER baseline neon-seeded plasmas","year":2021,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Science and Technology Facilities Council; Engineering and Physical Sciences Research Council","keywords":"Divertor; Neon; Plasma; Seeding; Impurity; Scaling; Atomic physics; Electron density; Flux (metallurgy); Electron; Mechanics; Fusion power; Materials science; Physics; Computational physics; Tokamak; Nuclear physics; Thermodynamics","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":[0.0007385608,0.0007106818,0.0007203333,0.0004877383,0.0003975614,0.001047078,0.001581711,0.0009648716,0.002003783],"category_scores_gemma":[0.002068307,0.0002749292,0.000602676,0.0004952874,0.0003797812,0.0006921105,0.0005544849,0.0007901822,0.0004636021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001383237,"about_ca_system_score_gemma":0.001076271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01567035,"about_ca_topic_score_gemma":0.006879583,"domain_scores_codex":[0.9997938,0.00007501066,0.00001147917,0.00002584289,0.00005622381,0.00003765617],"domain_scores_gemma":[0.9992176,0.0003836285,0.00007425454,0.0001023799,0.0001595551,0.00006263447],"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":[0.0002068672,0.00005673244,0.003071436,0.00004908177,0.0000300446,0.00007436657,0.00005814614,0.9893126,0.00155199,0.001835435,0.001043546,0.002709758],"study_design_scores_gemma":[0.00003223579,0.0000452548,0.0004754775,0.000006640619,0.000005156443,0.00001227323,0.00002466172,0.9973017,0.001100178,0.0005009494,0.0004876586,0.000007779397],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9210578,0.0005175495,0.04009036,0.0008065031,0.0000950413,0.0001586036,0.003288815,0.002409508,0.03157578],"genre_scores_gemma":[0.9889584,0.0001478636,0.00762362,0.0001317557,0.00001517694,0.00008781174,0.001100357,0.0003016027,0.001633435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01567035,"threshold_uncertainty_score":0.03115827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03427237022952555,"score_gpt":0.2996251032990229,"score_spread":0.2653527330694973,"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."}}