{"id":"W1515333578","doi":"10.1063/1.1791231","title":"Low-frequency instability of circularly polarized microwave-pulsed-field-produced plasmas","year":2004,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Physics; Instability; Plasma; Atomic physics; Microwave; Anisotropy; Electron; Field (mathematics); Dispersion (optics); Quantum electrodynamics; Condensed matter physics; Optics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001122054,0.0002208143,0.0003778299,0.0000615394,0.00004703506,0.00001675816,0.0003193532,0.000115805,0.000008806106],"category_scores_gemma":[0.0001655534,0.000248058,0.0001548949,0.0003600324,0.00008470093,0.0001707078,0.00004715964,0.0002384496,0.00003736956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007122992,"about_ca_system_score_gemma":0.00009797407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001027449,"about_ca_topic_score_gemma":0.00003939607,"domain_scores_codex":[0.9987468,0.00001342012,0.0004664113,0.0002651585,0.0002304308,0.0002778409],"domain_scores_gemma":[0.9988257,0.0002122817,0.0001181765,0.0005987324,0.0001509757,0.00009410024],"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":[0.000008708084,0.0002701662,0.0007878345,0.0001989162,0.00006851419,0.000001714147,0.0002198928,0.007108957,0.964237,0.02648403,0.00001728645,0.0005969794],"study_design_scores_gemma":[0.0007970373,0.00005150505,0.000657757,0.00006812973,0.00004074394,0.000001895322,0.00002668864,0.001232685,0.9496299,0.04723395,0.00003498378,0.0002247005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707954,0.00004235936,0.02616496,0.0001514273,0.0001816749,0.0002876368,0.000158887,0.0001036665,0.002113976],"genre_scores_gemma":[0.9941263,0.00003721637,0.005631112,0.0000183211,0.00006826099,0.00003077129,0.00004621685,0.00003820326,0.000003610151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02333087,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009762407197031283,"score_gpt":0.2089479562857426,"score_spread":0.1991855490887113,"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."}}