{"id":"W2083158747","doi":"10.1007/s11661-001-0350-0","title":"Effect of boron segregation at grain boundaries on heat-affected zone cracking in wrought INCONEL 718","year":2001,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Hydrogen embrittlement and corrosion behaviors in metals","field":"Materials Science","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Natural Sciences and Engineering Research Council of Canada; University of Alberta","funders":"","keywords":"Liquation; Grain boundary; Materials science; Inconel; Cracking; Boron; Metallurgy; Heat-affected zone; Welding; Composite material; Microstructure; Chemistry","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001277706,0.0002383646,0.0005841638,0.000136963,0.0003264597,0.0001982231,0.000118491,0.0001368782,0.005268799],"category_scores_gemma":[0.00002755494,0.0001954364,0.0000944712,0.0002515242,0.0002749573,0.000247093,0.00002395318,0.00008968442,0.00006240673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005936745,"about_ca_system_score_gemma":0.00001969067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000523811,"about_ca_topic_score_gemma":0.0003607896,"domain_scores_codex":[0.9978328,0.000567456,0.0005759664,0.0003900939,0.0003231727,0.0003105087],"domain_scores_gemma":[0.9994758,0.00009915746,0.0001053243,0.0001993828,0.00003320629,0.00008717932],"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":[0.0006223961,0.0001999307,0.00003845953,0.000081495,0.000008811861,0.00003273232,0.0001415483,0.00008738459,0.9957975,0.0001626462,0.00001146193,0.002815599],"study_design_scores_gemma":[0.001668608,0.0006330957,0.001046747,0.0001210631,0.0001228835,0.00007336403,0.0000228876,0.0001876139,0.9924465,0.0001021883,0.003332068,0.0002430173],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895534,0.0001234618,0.008739794,0.00008064639,0.0008060564,0.0004689221,0.00005697856,0.00007024891,0.0001004858],"genre_scores_gemma":[0.9984207,0.0001497838,0.0003343047,0.0000299214,0.00003137371,0.000129748,0.00003645162,0.00002012114,0.0008476236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008867266,"threshold_uncertainty_score":0.9956405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009151843470022425,"score_gpt":0.2586628864318385,"score_spread":0.2495110429618161,"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."}}