{"id":"W4403901777","doi":"10.1016/j.jalmes.2024.100121","title":"Enhancement of material properties of SS 316 L base metal by TIG cladding process","year":2024,"lang":"en","type":"article","venue":"Journal of Alloys and Metallurgical Systems","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Base metal; Cladding (metalworking); Materials science; Gas tungsten arc welding; Base (topology); Metallurgy; Metal; Composite material; Welding; Arc welding; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001228565,0.0002328539,0.0001685781,0.0003306788,0.0001481118,0.0001756456,0.0001698264,0.0002264862,0.0005305366],"category_scores_gemma":[0.0001928151,0.0001473729,0.0001887911,0.0001959172,0.0001457687,0.000124838,0.0001185303,0.000136763,0.0002122538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110909,"about_ca_system_score_gemma":0.0001127751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009629701,"about_ca_topic_score_gemma":0.00221767,"domain_scores_codex":[0.9998858,0.000005590252,0.000006129097,0.0000160318,0.00006912676,0.00001731113],"domain_scores_gemma":[0.9998933,0.0000121292,0.00003077381,0.000009035,0.0000411498,0.00001369572],"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":[0.00002105824,0.000002771827,0.0002125957,0.00001812481,9.598721e-7,0.0000317477,0.00001749988,0.0001536958,0.9986653,0.00002144485,0.00001617911,0.000838585],"study_design_scores_gemma":[0.000002694264,0.0001526032,0.006694623,0.00000369392,0.000007041674,0.00009362915,0.00002316222,0.001703916,0.9905626,0.00001262033,0.0007388587,0.00000445161],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966523,0.0002863824,0.001523473,0.00001366413,0.000009233937,0.00000851633,0.00006388222,0.00004400856,0.001398557],"genre_scores_gemma":[0.9970952,0.000132795,0.001568888,0.000005596693,0.000002308125,0.000005089699,0.00005530417,0.00001228719,0.001122659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009629701,"threshold_uncertainty_score":0.00191474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238540708896971,"score_gpt":0.2170090514953122,"score_spread":0.2046236444063425,"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."}}