{"id":"W4309974106","doi":"10.1017/s0022377822001234","title":"Localized compressional self-heating in magnetic islands","year":2022,"lang":"en","type":"article","venue":"Journal of Plasma Physics","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"EUROfusion","keywords":"Tearing; Helicity; Magnetic field; Plasma; Physics; Magnetic helicity; Mechanics; Nonlinear system; Magnetohydrodynamics; Condensed matter physics; Classical mechanics; Thermodynamics; Quantum mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003454438,0.0001031069,0.0002246946,0.0001013466,0.000129404,0.00003139022,0.0002756869,0.00001157098,0.0560813],"category_scores_gemma":[0.000005995383,0.0000947879,0.0001073954,0.0002864967,0.00001996208,0.00003228481,0.0002148795,0.0005566527,0.000008971755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002429956,"about_ca_system_score_gemma":0.0002047739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000734994,"about_ca_topic_score_gemma":0.000002458512,"domain_scores_codex":[0.9984583,0.0001435167,0.0004209111,0.0001047694,0.000654943,0.0002175638],"domain_scores_gemma":[0.9993037,0.0001806823,0.0002380083,0.000114024,0.00008530769,0.00007827482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005844071,0.003758199,0.1558678,0.00007684271,0.0001769531,0.0001526026,0.003020803,0.01940427,0.01675197,0.01275089,0.0338742,0.753581],"study_design_scores_gemma":[0.02267395,0.003102466,0.01718855,0.0002170322,0.0001447083,0.00007275357,0.009399772,0.4781763,0.005472063,0.01707021,0.4454592,0.001022991],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508471,0.00004713403,0.0006513097,0.0003882771,0.0002582813,0.0001659011,0.00002382582,0.000007426417,0.04761077],"genre_scores_gemma":[0.9971971,0.000002160563,0.001382332,0.00003833415,0.0003025769,0.00001355325,0.000007860672,0.00001043967,0.001045622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7525581,"threshold_uncertainty_score":0.9447815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078331415816458,"score_gpt":0.253627715506299,"score_spread":0.2428444013481345,"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."}}