{"id":"W2058042369","doi":"10.1063/1.2767638","title":"Quantifying cation grain boundary diffusion","year":2007,"lang":"en","type":"article","venue":"Journal of Applied Physics","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Grain boundary; Materials science; Groove (engineering); Grain boundary diffusion coefficient; Oxide; Diffusion; Aluminum oxide; Flux (metallurgy); Aluminium; Surface diffusion; Metallurgy; Chemical physics; Chemistry; Thermodynamics; Microstructure; Physical chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001266671,0.0002093215,0.0001997053,0.000432313,0.0001931699,0.0003709233,0.0002868489,0.0004688462,0.0007817582],"category_scores_gemma":[0.0004880732,0.000136848,0.0001361978,0.0001846185,0.0001764089,0.0003474172,0.0002733521,0.0002707511,0.0001549994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311545,"about_ca_system_score_gemma":0.0001236668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560339,"about_ca_topic_score_gemma":0.002164143,"domain_scores_codex":[0.9998736,0.000006343529,0.000004017422,0.00004034021,0.00005347758,0.00002206197],"domain_scores_gemma":[0.9997911,0.00005102625,0.0000536738,0.00002833432,0.00006293364,0.00001304229],"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":[0.00005582041,0.000006531549,0.00298184,0.00002952591,0.000004388598,0.00002510771,0.00005112906,0.0003428117,0.9911864,0.0001390277,0.0000279083,0.005149526],"study_design_scores_gemma":[0.000008022445,0.00008304546,0.02041445,0.000005133542,0.00001480031,0.0001976015,0.00007725607,0.01408603,0.9638177,0.0001477839,0.001136042,0.00001216291],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896536,0.0003145331,0.008583327,0.00003052046,0.00001045734,0.00001422642,0.0001718855,0.0001419445,0.001079411],"genre_scores_gemma":[0.991598,0.0001458365,0.007494262,0.00001173477,0.000002494472,0.000008979094,0.0001218533,0.00001796596,0.0005988598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001560339,"threshold_uncertainty_score":0.003102481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01717546562523308,"score_gpt":0.2600345636737725,"score_spread":0.2428590980485394,"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."}}