{"id":"W3034996348","doi":"10.1007/s11661-020-05857-3","title":"Role of Random and Coincidence Site Lattice Grain Boundaries in Liquid Metal Embrittlement of Iron (FCC)-Zn Couple","year":2020,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"ArcelorMittal (Canada); University of Waterloo","funders":"","keywords":"Misorientation; Liquid metal embrittlement; Grain boundary; Materials science; Embrittlement; Condensed matter physics; Penetration (warfare); Lattice (music); Triple junction; Population; Perpendicular; Metal; Metallurgy; Microstructure; Physics; Geometry","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":[0.0001884577,0.0001127527,0.000447956,0.00005137806,0.00003994393,0.00003218464,0.00004999078,0.000051373,0.0002660451],"category_scores_gemma":[0.00001343781,0.0001092489,0.00005375353,0.0001413524,0.0001415267,0.0001300552,0.00001209687,0.00006175458,7.730124e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008900667,"about_ca_system_score_gemma":0.000006973073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000228928,"about_ca_topic_score_gemma":0.0001120759,"domain_scores_codex":[0.9992126,0.00003639783,0.0003806015,0.0001477411,0.000104428,0.0001182679],"domain_scores_gemma":[0.9997581,0.00003694594,0.00004876059,0.0000761615,0.00002036824,0.00005970105],"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":[0.0003755161,0.00004538599,0.000004932957,0.0003530062,0.0001047782,0.00000909174,0.0006724542,0.005719928,0.9915759,0.0005618692,0.00000271053,0.0005744421],"study_design_scores_gemma":[0.003008659,0.0004854886,0.0004598154,0.0001419782,0.0007079834,0.00004937993,0.0004587428,0.05486078,0.9309748,0.001258898,0.007092146,0.0005013585],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7525944,0.0006293231,0.2463919,0.00007822476,0.00002432718,0.0001330254,0.00006906546,0.00005682913,0.00002285846],"genre_scores_gemma":[0.9907095,0.0006222873,0.008589706,0.00001169841,0.000008297044,0.00002570258,0.00000820142,0.00001258376,0.0000119716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2381151,"threshold_uncertainty_score":0.4455042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007486582472771131,"score_gpt":0.2144440708471692,"score_spread":0.2069574883743981,"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."}}