{"id":"W2259295797","doi":"10.13182/fst10-a10791","title":"Improvement of Plasma Core Confinement Via Electron-Root Realization by Strongly Focused ECRH in LHD: Core Electron-Root Confinement","year":2010,"lang":"en","type":"article","venue":"Fusion Science & Technology","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Israeli Centers for Research Excellence; Canada Excellence Research Chairs, Government of Canada","keywords":"Large Helical Device; Plasma; Electron; Atomic physics; Joule heating; Thermal diffusivity; Electron temperature; Neutral beam injection; Stellarator; Physics; Materials science; Nuclear physics; Tokamak; Thermodynamics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001333834,0.000170879,0.0002852576,0.0001083674,0.000176804,0.0003117262,0.0003216901,0.0001704364,0.0007271958],"category_scores_gemma":[0.0001300238,0.00009257928,0.0001097681,0.0001155629,0.0003590837,0.0002310465,0.0003535641,0.0001587895,0.000277175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000410028,"about_ca_system_score_gemma":0.0001565242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004592383,"about_ca_topic_score_gemma":0.0005569782,"domain_scores_codex":[0.9999145,0.000007374118,0.000004437734,0.00002407744,0.00002180599,0.00002774682],"domain_scores_gemma":[0.9999045,0.00001721741,0.00002636276,0.00001770239,0.00001660905,0.00001766524],"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":[0.0001352606,0.00001826587,0.0004078064,0.00007100023,0.000004554746,0.0001247479,0.0001096847,0.0004536846,0.9932504,0.00148181,0.0001904805,0.003752455],"study_design_scores_gemma":[0.00004818765,0.0002138849,0.001870248,0.000007868849,0.000009851391,0.0002309804,0.00004046901,0.009405102,0.9847265,0.0002222042,0.003212783,0.00001193889],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837101,0.0004201569,0.0106353,0.00007964062,0.00002867221,0.00002565123,0.00007774019,0.0002191662,0.004803477],"genre_scores_gemma":[0.9966813,0.00006648718,0.002576797,0.00001073973,0.000007625145,0.000009359734,0.00003343402,0.000014207,0.0006000713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007271958,"threshold_uncertainty_score":0.002975047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027748384427214,"score_gpt":0.2808893462225392,"score_spread":0.2706118623782671,"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."}}