{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001782373,0.0001753242,0.0003546402,0.00009797668,0.000160427,0.00004901812,0.0000838492,0.0001086445,0.001033578],"category_scores_gemma":[0.000009897236,0.0001564016,0.0000895947,0.0001554239,0.00006754854,0.0001198715,0.000007411176,0.00009782844,0.00001457689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001823516,"about_ca_system_score_gemma":0.00001316174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000797835,"about_ca_topic_score_gemma":0.00002527175,"domain_scores_codex":[0.9990138,0.00006813087,0.0003429063,0.0002023923,0.0001409072,0.0002318985],"domain_scores_gemma":[0.9996091,0.00005252047,0.00001904313,0.0001300427,0.00004356237,0.0001457468],"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":[0.0003482018,0.00002252598,0.00000224308,0.00003780546,0.00008016868,0.00002720823,0.0003409262,0.001939497,0.9969115,0.0000612124,0.00008428961,0.0001444093],"study_design_scores_gemma":[0.001294002,0.0002475115,0.01390663,0.00008073372,0.0001248451,0.001212539,0.00009596976,0.0004163779,0.9423226,0.0000918141,0.03956302,0.0006440102],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915321,0.000150406,0.007185381,0.0001880905,0.0004160917,0.0001551006,0.00008035939,0.00014968,0.0001428033],"genre_scores_gemma":[0.9963336,0.0002366489,0.002457835,0.0000370596,0.000064341,0.00003442139,0.00001070394,0.000027401,0.000797998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05458896,"threshold_uncertainty_score":0.9998796,"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."}}