{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000394989,0.000384024,0.0002465622,0.0002771187,0.0003470324,0.0005136761,0.0003517597,0.0005650126,0.001430452],"category_scores_gemma":[0.0007193558,0.0002046538,0.0002590466,0.0001851814,0.0002799546,0.0004540483,0.0003718203,0.0003597649,0.000227695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005778827,"about_ca_system_score_gemma":0.0004078586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005587283,"about_ca_topic_score_gemma":0.008754185,"domain_scores_codex":[0.9994991,0.00003666177,0.00002887283,0.00009634223,0.0002592325,0.00007981294],"domain_scores_gemma":[0.9996228,0.0000693268,0.00006166954,0.00001990714,0.0001942519,0.00003192799],"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":[0.000198361,0.000008560533,0.0003645766,0.00005309968,0.000006288787,0.0000226599,0.00003625237,0.0002264911,0.9980349,0.00003075851,0.00001540125,0.001002716],"study_design_scores_gemma":[0.000007554981,0.0002680964,0.002868321,0.000004719308,0.00001447024,0.00004548252,0.00008532342,0.001069775,0.9951509,0.0000129397,0.0004658099,0.000006598986],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952118,0.0005302978,0.002443618,0.00001624638,0.00001950513,0.00002959096,0.0001555424,0.00003584029,0.001557671],"genre_scores_gemma":[0.9933786,0.0005268326,0.003228113,0.00002425741,0.000004478628,0.000024416,0.0002054067,0.00002836558,0.002579526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005587283,"threshold_uncertainty_score":0.01110953,"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."}}