{"id":"W2016739024","doi":"10.1007/s11661-008-9700-5","title":"Microstructural Response of Directionally Solidified René 80 Superalloy to Gas-Tungsten Arc Welding","year":2008,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Liquation; Materials science; Metallurgy; Superalloy; Grain boundary; Welding; Heat-affected zone; Inconel; Alloy; Tungsten; Carbide; Base metal; Intergranular corrosion; Microstructure","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":[0.0001609683,0.0001583598,0.0002913278,0.0003056157,0.0002683779,0.0004412918,0.0004621384,0.0004238745,0.00232336],"category_scores_gemma":[0.0004797735,0.0002140181,0.0001790292,0.0002239547,0.0003818246,0.0002368824,0.0001879931,0.0001991981,0.0003300036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004594817,"about_ca_system_score_gemma":0.0003410581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005647352,"about_ca_topic_score_gemma":0.005540433,"domain_scores_codex":[0.9998406,0.000009388551,0.000007342438,0.00003343082,0.00008020868,0.00002894579],"domain_scores_gemma":[0.9997663,0.0000395562,0.00004315873,0.00002783015,0.00009278372,0.00003034309],"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":[0.0004204094,0.00001782155,0.001676608,0.00003533904,0.00001286746,0.0001844235,0.0001455297,0.001609041,0.993853,0.0001014215,0.0000621713,0.00188147],"study_design_scores_gemma":[0.00002196921,0.0005473769,0.08111916,0.000008055781,0.00003862673,0.0003237092,0.0007038037,0.01209122,0.9023774,0.0001085209,0.00263131,0.00002879202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983951,0.0001030156,0.0003816913,0.00001189696,0.000004821423,0.000004704806,0.00005193855,0.00004085216,0.001005933],"genre_scores_gemma":[0.9987458,0.00003172692,0.000184406,0.000005004221,0.000001044402,0.000002876408,0.00006902595,0.00000997695,0.0009500546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005647352,"threshold_uncertainty_score":0.01122898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009152816468648005,"score_gpt":0.1965129256278256,"score_spread":0.1873601091591776,"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."}}