{"id":"W631748214","doi":"10.1007/s11668-015-9979-7","title":"Liquid Metal Embrittlement of Austenitic Stainless Steel Fitting Caused by Copper Contamination","year":2015,"lang":"en","type":"article","venue":"Journal of Failure Analysis and Prevention","topic":"Advanced Welding Techniques Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Materials science; Metallurgy; Liquid metal embrittlement; Copper; Solid mechanics; Embrittlement; Austenite; Contamination; Austenitic stainless steel; Metal; Composite material; Microstructure; Corrosion; Grain boundary","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":[0.0008908822,0.0001141841,0.0004488277,0.0004232086,0.00002684836,0.00002547068,0.00008588395,0.00006399898,0.00002873939],"category_scores_gemma":[0.00005029685,0.0001034564,0.000279743,0.0005086515,0.00001884244,0.0003075997,0.00001930445,0.0001277413,3.303015e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009125433,"about_ca_system_score_gemma":0.00001777447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001218889,"about_ca_topic_score_gemma":0.00005606031,"domain_scores_codex":[0.9987351,0.0000891087,0.0006510312,0.00009015264,0.0003197945,0.0001147642],"domain_scores_gemma":[0.9989679,0.00003967591,0.0004291107,0.0001106485,0.0003667739,0.00008592835],"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":[0.0004623622,0.000703272,0.02474258,0.00101783,0.04218195,0.00008302975,0.003646728,0.3373117,0.4712507,0.001329469,0.01985428,0.09741618],"study_design_scores_gemma":[0.01421638,0.007335613,0.01481581,0.001831167,0.08255621,0.0001326661,0.01982204,0.2978567,0.524421,0.006620969,0.02725666,0.003134756],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5975821,0.0006810824,0.4014704,0.00008271541,0.00002727184,0.00006477095,0.000007986136,0.00001812122,0.000065568],"genre_scores_gemma":[0.9923041,0.0001330331,0.007328154,0.000005740163,0.00003253879,0.000002788433,0.00002168003,0.00001138143,0.0001605631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.394722,"threshold_uncertainty_score":0.4218831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01297018477676243,"score_gpt":0.2640558603725321,"score_spread":0.2510856755957697,"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."}}