{"id":"W4413097060","doi":"10.1088/1361-6587/adf0f5","title":"Effect of CT fuel deposition on the plasma density profile in the HL-3 tokamak","year":2025,"lang":"en","type":"article","venue":"Plasma Physics and Controlled Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Fundamental Research Funds for the Central Universities; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Tokamak; Spherical tokamak; Plasma; Penetration (warfare); Materials science; Fusion; Deposition (geology); Penetration depth; Nuclear engineering; Computational physics; Mechanics; Physics; Nuclear physics; Optics; Mathematics","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":[0.0007266445,0.0001688255,0.0003296537,0.0000611943,0.0001928846,0.00006602426,0.0002010061,0.00002338525,0.001108132],"category_scores_gemma":[0.00003706987,0.00008796316,0.0001206421,0.0002748095,0.00006276002,0.00001633971,0.0001100025,0.0002503165,0.000008699707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005951969,"about_ca_system_score_gemma":0.00004095635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004198338,"about_ca_topic_score_gemma":0.00006295982,"domain_scores_codex":[0.9986199,0.0004074363,0.0002491103,0.0002164515,0.0003063247,0.0002008],"domain_scores_gemma":[0.997729,0.001803023,0.0001031743,0.0002834557,0.00005584736,0.00002549637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003609058,0.0005531537,0.009377125,0.0001348021,0.0001253228,0.000005554312,0.0003157907,0.00004496187,0.02275968,0.08503575,0.002305706,0.8757331],"study_design_scores_gemma":[0.09152883,0.004403573,0.0537588,0.001175894,0.0007670199,0.000003931526,0.002593528,0.5296632,0.291783,0.01592822,0.007275313,0.001118698],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223495,0.00002161951,0.00009441882,0.001565862,0.00006362268,0.001606529,0.00001730949,0.000006742482,0.07427441],"genre_scores_gemma":[0.9988767,0.000009830892,0.000008043812,0.00007675344,0.00005863456,0.0002998954,0.00001821384,0.000005124221,0.0006468035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8746144,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004926931254218185,"score_gpt":0.2359517800002024,"score_spread":0.2310248487459842,"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."}}