{"id":"W4411277650","doi":"10.1016/j.supflu.2025.106697","title":"Understanding the corrosion behavior of additive manufactured 316L stainless steel in supercritical carbon dioxide at high temperature","year":2025,"lang":"en","type":"article","venue":"The Journal of Supercritical Fluids","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Youth Innovation Promotion Association of the Chinese Academy of Sciences; Chinese Academy of Sciences; China National Nuclear Corporation; Canadian Anesthesiologists' Society","keywords":"Supercritical fluid; Materials science; Corrosion; Supercritical carbon dioxide; Carbon dioxide; Carbon steel; Metallurgy; Chemistry; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006698035,0.0002637457,0.0005039376,0.0001535846,0.0001446315,0.00004795844,0.0004149986,0.0001911102,0.0001848082],"category_scores_gemma":[0.0002454775,0.0001522944,0.000111727,0.0002048365,0.0003983177,0.0001682528,0.0001206633,0.0006745466,0.000001530865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000388512,"about_ca_system_score_gemma":0.00006150529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003023396,"about_ca_topic_score_gemma":0.00005296594,"domain_scores_codex":[0.998144,0.0002408357,0.0006862358,0.0001315839,0.0004022976,0.0003950538],"domain_scores_gemma":[0.998328,0.001177821,0.000008629201,0.0002258036,0.0001688223,0.00009091906],"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":[0.0003530827,0.000101488,0.0004538379,0.0002949567,0.00005395896,0.00009628656,0.0008653534,0.0004387946,0.989347,0.007182124,0.0007508494,0.0000622033],"study_design_scores_gemma":[0.0007870925,0.0001675907,0.01267198,0.0006220981,0.0002426289,0.0001061445,0.004234005,0.0001263709,0.9774849,0.003206325,0.0001284251,0.0002224419],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962429,0.0006239433,0.0008794304,0.0008226337,0.0006805091,0.0002115609,0.0001318285,0.00002605447,0.0003810936],"genre_scores_gemma":[0.9991786,0.0004089553,0.00003767013,0.0001421563,0.0001517586,0.00000972087,0.000008699574,0.0000311591,0.0000313078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221814,"threshold_uncertainty_score":0.6210384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898351706329198,"score_gpt":0.2381435650124478,"score_spread":0.2191600479491558,"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."}}