{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005070029,0.0003538443,0.0004960466,0.0003220199,0.0003752811,0.0005150794,0.0004710792,0.0003242333,0.004080126],"category_scores_gemma":[0.0006067655,0.0002714257,0.0002190555,0.0003595751,0.0003744444,0.0004385609,0.0004785353,0.0005837406,0.0004727408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005111336,"about_ca_system_score_gemma":0.0001838459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001050781,"about_ca_topic_score_gemma":0.001607435,"domain_scores_codex":[0.9997328,0.00002513736,0.00001283506,0.00008446707,0.00008488092,0.00005990401],"domain_scores_gemma":[0.9997279,0.00008706169,0.00003758236,0.0000406437,0.00007717969,0.00002955691],"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":[0.0006596427,0.00003832216,0.004521888,0.0001166348,0.00001610778,0.00012874,0.0001496162,0.0006248307,0.9877777,0.0001952314,0.0003332581,0.005438035],"study_design_scores_gemma":[0.00001428802,0.0002772787,0.0206608,0.000007977447,0.00001651905,0.0001052915,0.00009272717,0.002655527,0.9739715,0.00005886638,0.002129885,0.000009392723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940288,0.0001744362,0.002793863,0.00003495467,0.00001489645,0.00002293081,0.0004438249,0.0001102871,0.00237595],"genre_scores_gemma":[0.9919193,0.0001947324,0.003856011,0.00005497874,0.000003994629,0.00005272686,0.0006192185,0.00009617659,0.00320276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004080126,"threshold_uncertainty_score":0.01364934,"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."}}