{"id":"W2009828970","doi":"10.1088/0029-5515/51/12/123004","title":"Principles for local measurement of anisotropic electron temperature of plasma using incoherent Thomson scattering","year":2011,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Thomson scattering; Scattering; Perpendicular; Physics; Electron; Anisotropy; Electron temperature; Plasma; Spectral line; Incoherent scatter; Magnetic field; Optics; Electron scattering; Computational physics; Atomic physics; Condensed matter physics; Geometry; Quantum mechanics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001819974,0.0001115184,0.0001801274,0.00007174014,0.00007433733,0.000009280348,0.0001584284,0.00004148937,0.03496934],"category_scores_gemma":[0.000008061986,0.00009889418,0.00008298485,0.0000885321,0.00005254547,0.00001703872,0.0001403004,0.00009533105,0.000004270459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002072722,"about_ca_system_score_gemma":0.00006718018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004558089,"about_ca_topic_score_gemma":0.00003386309,"domain_scores_codex":[0.9989529,0.00003414462,0.0002873143,0.00017857,0.0003416535,0.0002054558],"domain_scores_gemma":[0.9993916,0.00001629376,0.0001479605,0.000205215,0.000189543,0.00004940111],"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":[0.0001723699,0.0002285368,0.001252105,0.0001304215,0.00002918844,2.223647e-7,0.000291376,0.00002551999,0.9160659,0.002109574,0.0004429749,0.07925176],"study_design_scores_gemma":[0.002231886,0.001271417,0.01940141,0.0005782694,0.00007787863,9.379726e-7,0.001562876,0.02235984,0.9053882,0.0001411894,0.04662649,0.0003595722],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901838,0.00001631149,0.0006002327,0.00004202004,0.00004912768,0.0004810389,0.00002953094,0.00001039822,0.008587508],"genre_scores_gemma":[0.9966183,0.000002868002,0.003145229,0.000004279429,0.00004583747,0.00001242201,0.000009565653,0.00001786812,0.0001435835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07889219,"threshold_uncertainty_score":0.9659128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04963070720922548,"score_gpt":0.2585142766924449,"score_spread":0.2088835694832195,"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."}}