{"id":"W2031265611","doi":"10.1088/0029-5515/52/6/063015","title":"Scaling radiative divertor solutions to high power in DIII-D","year":2012,"lang":"en","type":"article","venue":"Nuclear Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fondazione Cariplo; Russian Foundation for Basic Research","keywords":"Divertor; DIII-D; Plasma; Pedestal; Scaling; Atomic physics; Radiative transfer; Electron temperature; Physics; Radiative cooling; Mach number; Mechanics; Materials science; Tokamak; Nuclear physics; Thermodynamics; Optics","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":["insufficient_payload"],"category_scores_codex":[0.0002017222,0.00009048128,0.000104177,0.0001148256,0.0001550767,0.00002932159,0.0001292676,0.00002835638,0.2055476],"category_scores_gemma":[0.00002067206,0.00008521782,0.00004066649,0.0002242932,0.0000202843,0.00004123445,0.0003229511,0.000139551,0.001251537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001972391,"about_ca_system_score_gemma":0.00001711616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001797529,"about_ca_topic_score_gemma":0.0000202134,"domain_scores_codex":[0.999025,0.00005252275,0.0001406956,0.0001510654,0.0002204183,0.000410255],"domain_scores_gemma":[0.9995296,0.00005384001,0.00002626034,0.000174609,0.00003524683,0.0001804243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001064553,0.001050455,0.06804094,0.00001162704,0.00002715928,0.000002704785,0.007154491,0.00006460946,0.04602279,0.04558354,0.07129346,0.7606418],"study_design_scores_gemma":[0.0008900398,0.00009247527,0.5494041,0.00004773097,0.000008692977,1.995034e-7,0.002328698,0.001149023,0.00041904,0.0001387281,0.4452408,0.0002805225],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.922157,0.00001909701,0.0001606798,0.001697245,0.0002049942,0.000308942,0.00001523485,0.00002282636,0.07541396],"genre_scores_gemma":[0.9976739,0.000002292178,0.0004776078,0.0001321238,0.0001543454,0.00001441594,0.000008310762,0.00001296708,0.00152402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7603613,"threshold_uncertainty_score":0.9995261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400886352170264,"score_gpt":0.2516551206353694,"score_spread":0.2376462571136668,"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."}}