{"id":"W4303645138","doi":"10.1016/j.scriptamat.2022.115096","title":"On the interaction between Mn, Sb and O during the annealing and selective oxidation of Fe-Mn-Sb alloys","year":2022,"lang":"en","type":"article","venue":"Scripta Materialia","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Annealing (glass); Oxygen; Atom probe; Oxide; Manganese; Substrate (aquarium); Internal oxidation; Solubility; Antimony; Crystallography; Analytical Chemistry (journal); Metallurgy; Microstructure; Physical chemistry; Chemistry","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":[0.0002383827,0.000125081,0.000145961,0.00006127253,0.0002208615,0.00008931314,0.000107931,0.00003283185,0.0001053363],"category_scores_gemma":[0.00003268338,0.00009666843,0.00001461694,0.00009495366,0.00003741591,0.0002269069,0.0001089119,0.000103499,0.000001455552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006972158,"about_ca_system_score_gemma":0.000003997497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002222285,"about_ca_topic_score_gemma":0.000001248067,"domain_scores_codex":[0.9992664,0.000109318,0.0002321467,0.0001486908,0.0001165999,0.0001268789],"domain_scores_gemma":[0.999672,0.00001485487,0.0001054444,0.0001604828,0.00002779012,0.0000194416],"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":[0.00003957639,0.000003768275,0.0001314987,0.00006217373,0.00002103717,4.836165e-7,0.0005546411,0.00003049259,0.9974505,0.0005549792,0.001001167,0.0001496671],"study_design_scores_gemma":[0.0001363751,0.00005309143,0.008743453,0.00003232047,0.00001563282,0.000006766366,0.0002707547,0.000209411,0.9850074,0.001212384,0.004191206,0.0001211874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957672,0.00001609852,0.0008165555,0.0001261176,0.002590377,0.0002939148,0.0001559603,0.0001852579,0.00004851904],"genre_scores_gemma":[0.9992476,0.00003646329,0.0001810302,0.00004119405,0.0001117456,0.00008997069,0.00006617764,0.00003293049,0.0001928778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0124431,"threshold_uncertainty_score":0.3942024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217256214179494,"score_gpt":0.2278816916003672,"score_spread":0.2157091294585722,"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."}}