{"id":"W4285592820","doi":"10.1080/15361055.2022.2082791","title":"Separatrix-to-Wall Simulations of Impurity Transport with a Fully Three-Dimensional Wall in DIII-D","year":2022,"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":"University of Toronto","funders":"U.S. Department of Energy","keywords":"DIII-D; Workflow; Impurity; Tungsten; Deposition (geology); TRACE (psycholinguistics); Materials science; Layer (electronics); Computer science; Plasma; Mechanics; Physics; Nanotechnology; Database; Tokamak; Geology; Nuclear physics","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":[0.0005334406,0.0001199864,0.0002036604,0.001306213,0.0003579576,0.00001000105,0.000731441,0.000032336,0.03454988],"category_scores_gemma":[0.0000149711,0.0001062418,0.00003606704,0.004566545,0.0004372657,0.00003567765,0.000533111,0.0003282461,0.00001213045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003263165,"about_ca_system_score_gemma":0.0007281229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001491578,"about_ca_topic_score_gemma":0.001371069,"domain_scores_codex":[0.9979399,0.0000235537,0.0003184513,0.0004749412,0.0008295254,0.0004136],"domain_scores_gemma":[0.9991266,0.00004773264,0.00009219982,0.0004577617,0.0001854767,0.00009029947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004759984,0.001342417,0.6560548,0.00001342405,0.00001552427,0.00004459943,0.0006547059,0.02897146,0.2028827,0.02836197,0.0005329231,0.08064946],"study_design_scores_gemma":[0.008530329,0.00970277,0.4478391,0.0001231247,0.00005994028,0.00003250435,0.003062043,0.2414802,0.03048928,0.01997016,0.2368985,0.001812046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897908,0.0000104874,0.0006563285,0.00509154,0.00003786793,0.0006199454,0.00003912454,0.00003717831,0.003716759],"genre_scores_gemma":[0.9981513,2.351925e-7,0.001075255,0.00006184122,0.000006840551,0.0001069909,0.00001067042,0.000005991107,0.0005808726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2363656,"threshold_uncertainty_score":0.9663327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01107864893315993,"score_gpt":0.2763993248430982,"score_spread":0.2653206759099383,"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."}}