{"id":"W3199848164","doi":"10.1063/5.0061047","title":"Stimulated excitation of thermal diffusion waves in a magnetized plasma pressure filament","year":2021,"lang":"en","type":"article","venue":"Physics of Plasmas","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; U.S. Department of Energy; National Science Foundation","keywords":"Physics; Thermal diffusivity; Plasma; Atomic physics; Langmuir probe; Excitation; Amplitude; Electron; Afterglow; Plasma diagnostics; Electron temperature; Cathode; Optics; Thermodynamics; Chemistry; Nuclear physics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00003358935,0.00009561724,0.0001811906,0.00003357983,0.0000129674,0.000007083871,0.0000761194,0.00004753367,0.00002404631],"category_scores_gemma":[0.00003319306,0.0001030444,0.00004286769,0.00020369,0.00002272456,0.00005418457,0.00002870186,0.00008149963,0.000006091426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001022396,"about_ca_system_score_gemma":0.00001880253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001171337,"about_ca_topic_score_gemma":0.00001272884,"domain_scores_codex":[0.9993991,0.00001486652,0.0002323235,0.0001084429,0.0001320046,0.0001132836],"domain_scores_gemma":[0.9994823,0.0002141761,0.00005299958,0.000157468,0.00006600342,0.00002710316],"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":[0.00001235034,0.0001886158,0.0004884922,0.0001223795,0.00003440506,0.000002383613,0.0003947801,0.4156584,0.5775766,0.003409545,0.00009716695,0.002014866],"study_design_scores_gemma":[0.0007431779,0.0000208941,0.0121273,0.00007505975,0.00002909435,3.939403e-7,0.00004811722,0.5159426,0.4687349,0.001951146,0.0002256127,0.0001016457],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978299,0.00008024828,0.0004019592,0.00003692202,0.00005617419,0.0001279505,0.0001007458,0.00002933253,0.00133677],"genre_scores_gemma":[0.9976445,0.00006112566,0.002103613,0.000003004196,0.00001878385,0.00002084529,0.00008060211,0.00001572613,0.00005178041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1088416,"threshold_uncertainty_score":0.4202028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009425119819221287,"score_gpt":0.2119809888100627,"score_spread":0.2025558689908414,"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."}}