{"id":"W1567787709","doi":"10.1179/1743280414y.0000000034","title":"Oxidation behaviour of gamma titanium aluminides with or without protective coatings","year":2014,"lang":"en","type":"article","venue":"International Materials Reviews","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; National Research Council Canada","funders":"","keywords":"Titanium; Metallurgy; Materials science","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":[0.0002514838,0.000134714,0.0003004457,0.00004955189,0.00001749427,0.00004321914,0.0001583096,0.00003115799,0.0003384231],"category_scores_gemma":[0.00009158577,0.00008505489,0.0000331368,0.00003945933,0.00003273616,0.0001786582,0.00002403283,0.00004322917,0.00004760543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003274721,"about_ca_system_score_gemma":0.00000648894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002522194,"about_ca_topic_score_gemma":0.00002488034,"domain_scores_codex":[0.9992084,0.00004016474,0.0003930575,0.0001226865,0.0001394022,0.00009629678],"domain_scores_gemma":[0.9995644,0.00001600889,0.0001570805,0.000119568,0.0001218333,0.00002107658],"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":[0.00007110758,0.00001811016,0.0001574644,0.0001851928,0.00003438315,6.917309e-7,0.00006375684,0.0001070929,0.993806,0.001137861,0.00008792952,0.004330417],"study_design_scores_gemma":[0.0002495293,0.000145218,0.0006440197,0.0005403744,0.00002185384,0.00001439304,0.00002216577,0.0004116357,0.9699541,0.0001447714,0.02768561,0.0001663508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886628,0.0000880237,0.007403628,0.00004089706,0.000623444,0.0006733596,0.00002390071,0.00008424919,0.002399684],"genre_scores_gemma":[0.9927495,0.0002532921,0.006207102,0.00003502862,0.0001371147,0.0001696464,0.00001979169,0.00002731843,0.0004012438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02759768,"threshold_uncertainty_score":0.3705496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01950966039357935,"score_gpt":0.252574519285961,"score_spread":0.2330648588923817,"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."}}