{"id":"W4283806103","doi":"10.1088/1741-4326/ac7df1","title":"Effect of magnetic geometry on the energy partition between ions and electrons in the scrape-off layer of magnetic fusion devices","year":2022,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Lawrence Livermore National Laboratory; Euratom Research and Training Programme; European Commission; National Natural Science Foundation of China; EUROfusion","keywords":"Stellarator; Ion; Electron; Plasma; Tokamak; Atomic physics; Electron temperature; Thermal conduction; Electron density; Fusion; Physics; Nuclear fusion; Materials science; Nuclear physics","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":[0.0001183274,0.0001923236,0.0002553556,0.0002134487,0.0003797241,0.0007253541,0.0004398106,0.0001740793,0.001378947],"category_scores_gemma":[0.0005959706,0.0001836028,0.00009851394,0.0001389424,0.0003522979,0.0003478013,0.0003272706,0.0001680383,0.0002237161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004135875,"about_ca_system_score_gemma":0.0001433333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005069043,"about_ca_topic_score_gemma":0.000680688,"domain_scores_codex":[0.9998801,0.00001371927,0.000005361399,0.00002734661,0.00003459746,0.00003890046],"domain_scores_gemma":[0.9996369,0.00009881027,0.00009449345,0.00004316429,0.00005906435,0.00006757768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001255382,0.00006680061,0.003869524,0.00008373209,0.00005159864,0.0004440346,0.0002190126,0.004210407,0.9848456,0.001001772,0.0001731216,0.003778915],"study_design_scores_gemma":[0.0001496696,0.001787921,0.03053667,0.00003247747,0.00009978685,0.0004941751,0.0004998398,0.01541843,0.9487819,0.0002901968,0.001874443,0.00003448294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988596,0.00009794071,0.0002916673,0.00001760123,0.000005085763,0.000003500561,0.00002497456,0.00002830774,0.0006713787],"genre_scores_gemma":[0.9997682,0.00001902108,0.00006574133,0.000004839117,0.000001669183,0.00000193745,0.00001559175,0.000005571356,0.0001175402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001378947,"threshold_uncertainty_score":0.004613042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009246219633639143,"score_gpt":0.2422747737485378,"score_spread":0.2330285541148986,"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."}}