{"id":"W7000312569","doi":"","title":"Experimental Studies of Fluctuations and Turbulences in the STOR-M Tokamak and TJ-II Stellarator","year":2024,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biasing; Tokamak; Plasma; Electric field; Electrode; Flux (metallurgy); DC bias; Voltage","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001756811,0.0001688834,0.0002567946,0.0001794222,0.0003335429,0.0002130297,0.0002143731,0.0001798936,0.0007401338],"category_scores_gemma":[0.000300918,0.00008833281,0.0001371187,0.0002706553,0.0003148504,0.0001789991,0.000217721,0.0002427653,0.00009008939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001840971,"about_ca_system_score_gemma":0.0000746127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005955336,"about_ca_topic_score_gemma":0.0005516801,"domain_scores_codex":[0.9998879,0.00001395488,0.000008656811,0.00002926127,0.00003571492,0.00002440312],"domain_scores_gemma":[0.9998164,0.0000424569,0.00003089772,0.0000231972,0.00006071031,0.00002652068],"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":[0.0004068683,0.00005098493,0.005048729,0.00005505744,0.00001163729,0.0002403666,0.0002200729,0.001441306,0.9893127,0.0003234625,0.0001460483,0.002742738],"study_design_scores_gemma":[0.00005646979,0.001510551,0.08945242,0.00001294977,0.00002746169,0.0002979444,0.0005138513,0.02000712,0.8858786,0.0002911487,0.001911889,0.00003962604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984149,0.0000564865,0.0007461485,0.0000292483,0.00000779314,0.000004392681,0.0001036534,0.0000334376,0.0006040263],"genre_scores_gemma":[0.9987121,0.00004712113,0.0007019187,0.000007152807,0.000003724971,0.000007814284,0.0001124305,0.000008524365,0.0003993535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007401338,"threshold_uncertainty_score":0.002476037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0106747979902948,"score_gpt":0.2232984524380597,"score_spread":0.2126236544477649,"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."}}