{"id":"W4399659985","doi":"10.1016/j.surfcoat.2024.130973","title":"Assessing boronized and aluminized thermal diffusion coatings in molten chloride salt and molten sodium environments","year":2024,"lang":"en","type":"article","venue":"Surface and Coatings Technology","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Research Council Canada; U.S. Nuclear Regulatory Commission","keywords":"Molten salt; Diffusion; Sodium; Materials science; Molten metal; Metallurgy; Chloride; Salt (chemistry); Sodium salt; Chemical engineering; Inorganic chemistry; Chemistry; Thermodynamics; Engineering; 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":[0.0004561085,0.0002708761,0.0004297036,0.00013993,0.000172963,0.0002378631,0.0001581189,0.0002534698,0.00006377207],"category_scores_gemma":[0.0001613267,0.0002434325,0.00001631656,0.0001830491,0.0004578355,0.0004508885,0.0003503339,0.0002100987,0.00001216306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005484633,"about_ca_system_score_gemma":0.00002808569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001689754,"about_ca_topic_score_gemma":0.00001913053,"domain_scores_codex":[0.9982322,0.00006912024,0.0003953183,0.0006835324,0.0001678361,0.0004520249],"domain_scores_gemma":[0.9993244,0.0002360315,0.0001399067,0.0002234859,0.00001272073,0.00006339281],"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":[0.00003559046,0.0000196659,0.002794084,0.00009999017,0.0000042455,0.00003193229,0.0005950883,0.000009208826,0.9922786,0.0002620212,0.000004732682,0.003864837],"study_design_scores_gemma":[0.0008979947,0.00008615339,0.001835576,0.0002880062,0.00003283761,0.00006652541,0.001392993,0.0008396867,0.9903896,0.003332537,0.0004760823,0.000361972],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966157,0.001321618,0.0002386781,0.0009099019,0.0001756635,0.000288191,0.00001200205,0.0002754585,0.0001627734],"genre_scores_gemma":[0.9936112,0.0004650472,0.005604218,0.0000637807,0.00002488982,0.00003388136,0.000004265438,0.00004268481,0.0001500418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00536554,"threshold_uncertainty_score":0.992689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009071016486110268,"score_gpt":0.2534276148924548,"score_spread":0.2443565984063445,"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."}}