{"id":"W1978383255","doi":"10.1088/0031-8949/2014/t159/014030","title":"Net versus gross erosion of high-<i>Z</i>materials in the divertor of DIII-D","year":2014,"lang":"en","type":"article","venue":"Physica Scripta","topic":"Fusion materials and technologies","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Divertor; DIII-D; Tungsten; Erosion; Molybdenum; Materials science; Deposition (geology); Plasma; Tokamak; Metallurgy; Nuclear physics; Physics; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.0004483513,0.0001297341,0.0003603182,0.00004445924,0.00005448325,0.00004037483,0.0006661913,0.00006021051,0.0001691733],"category_scores_gemma":[0.0001446529,0.00008165259,0.00004253612,0.0001575893,0.0002736315,0.0001283924,0.0002059485,0.00004336964,0.00004681609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001140991,"about_ca_system_score_gemma":0.00001172471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007902915,"about_ca_topic_score_gemma":0.00002184257,"domain_scores_codex":[0.9987996,0.0001554218,0.0003398165,0.0002152501,0.0002815914,0.0002083655],"domain_scores_gemma":[0.9990903,0.00008667877,0.0002276817,0.0005301341,0.00004879536,0.00001640583],"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":[0.0001553738,0.0001304582,0.00004622269,0.00004167362,0.000001933596,4.539791e-7,0.0002305159,0.000003639052,0.9735535,0.02354419,0.001971931,0.0003200775],"study_design_scores_gemma":[0.0006769029,0.0002440119,0.01569788,0.00006669197,0.00001189121,3.165603e-7,0.0001309164,0.00001147072,0.97528,0.007253229,0.0005310809,0.00009558504],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974526,0.00002214245,0.00001992496,0.0002956563,0.001666967,0.0001584355,0.00007811272,0.00004710584,0.0002591239],"genre_scores_gemma":[0.9994428,0.00002108689,0.0003351551,0.00004201298,0.0001009755,0.00002070953,0.000008592143,0.000009603617,0.00001904755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01629096,"threshold_uncertainty_score":0.3329696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02160239336705274,"score_gpt":0.2379277309485439,"score_spread":0.2163253375814912,"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."}}