{"id":"W2413969509","doi":"10.1063/1.4953421","title":"Instability of surface electron cyclotron TM-modes influenced by non-monochromatic alternating electric field","year":2016,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; Harmonics; Electric field; Instability; Magnetic field; Electron cyclotron resonance; Optical field; Electron; Plasma; Quantum electrodynamics; Computational physics; Quantum mechanics; Voltage","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":[0.0001929247,0.0001674503,0.0003074324,0.00003798675,0.00004510885,0.00001289062,0.000322854,0.00003149494,0.002249252],"category_scores_gemma":[0.00004642513,0.0001328963,0.0001010184,0.0002382267,0.00004705335,0.00007033749,0.0001130077,0.0001288079,0.00001357674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001637833,"about_ca_system_score_gemma":0.0001194089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001352845,"about_ca_topic_score_gemma":0.00001079897,"domain_scores_codex":[0.998552,0.00005532637,0.0004157014,0.0002551533,0.0003765631,0.0003452604],"domain_scores_gemma":[0.9985575,0.0005807687,0.0002796235,0.0003671876,0.0001484982,0.00006642001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003558049,0.0002158867,0.02183519,0.00006012973,0.00004548715,1.187609e-7,0.00006585883,0.00005142976,0.9234408,0.001533965,0.0003960386,0.05231958],"study_design_scores_gemma":[0.0006845239,0.000305024,0.00198704,0.00006795922,0.00001724198,6.099106e-8,0.00004868487,0.003113274,0.9908759,0.00262067,0.0001344721,0.0001451393],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776576,0.00001793395,0.004126066,0.000215281,0.00002252694,0.0003138769,0.00002725824,0.00001302407,0.0176065],"genre_scores_gemma":[0.9991614,0.000007534629,0.0004432016,0.00000678748,0.00004150388,0.00001773793,0.000006152326,0.0000126886,0.0003029966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06743517,"threshold_uncertainty_score":0.9986628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006775084198353889,"score_gpt":0.2590825334237505,"score_spread":0.2523074492253967,"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."}}