{"id":"W4391578286","doi":"10.3390/app14041347","title":"High-Temperature Creep and Microstructure Evolution of Alloy 800H Weldments with Inconel 625 and Haynes 230 Filler Materials","year":2024,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Inconel 625; Creep; Microstructure; Materials science; Alloy; Metallurgy","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":[0.0001201174,0.0001496368,0.0001877507,0.00006376053,0.0001031351,0.0001500744,0.0001133193,0.00009894264,0.00005698697],"category_scores_gemma":[0.000003218569,0.00009383799,0.00001059577,0.0001528937,0.0002617371,0.0001488815,0.00005454992,0.00009121288,0.000002711402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000153842,"about_ca_system_score_gemma":0.00002052648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000327246,"about_ca_topic_score_gemma":0.00001436555,"domain_scores_codex":[0.9992641,0.00000680169,0.0001529329,0.0002579713,0.000141381,0.0001768273],"domain_scores_gemma":[0.9998071,0.00001991442,0.00002038091,0.00008843471,0.00001507352,0.00004916158],"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":[0.00001477782,0.000001684981,0.00001652132,0.0001762914,0.00002014007,0.000001367238,0.0002546927,0.0001613786,0.9923104,0.006010521,0.000405093,0.0006271272],"study_design_scores_gemma":[0.000251884,0.00009417334,0.001110174,0.0001389992,0.00002844886,0.00002964136,0.0004187845,0.0001353065,0.9927092,0.003680594,0.001170291,0.0002324682],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967129,0.002312073,0.00004445821,0.00009299485,0.0002916899,0.0001708898,0.00003711764,0.00007626334,0.0002616086],"genre_scores_gemma":[0.9982446,0.0001230228,0.001442263,0.0000444359,0.0000588119,0.000008474741,0.000004680235,0.00001256573,0.00006112511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002329928,"threshold_uncertainty_score":0.3826602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003936706029882772,"score_gpt":0.1741255201648187,"score_spread":0.1701888141349359,"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."}}