{"id":"W2986322433","doi":"10.1051/matecconf/202032106004","title":"Oxygen/nitrogen-assisted embrittlement of titanium alloys exposed at elevated temperature","year":2020,"lang":"en","type":"article","venue":"MATEC Web of Conferences","topic":"Titanium Alloys Microstructure and Properties","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sainte Foy","funders":"Agence Nationale de la Recherche","keywords":"Materials science; Ultimate tensile strength; Embrittlement; Brittleness; Titanium; Ductility (Earth science); Tensile testing; Composite material; Metallurgy; Oxygen; Nitrogen; Creep; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000172381,0.0002421227,0.0005046873,0.00005566513,0.00008686271,0.00006761677,0.0004988169,0.0001394663,0.005266085],"category_scores_gemma":[0.00004792516,0.0001827184,0.0001009695,0.0002047693,0.0002262407,0.0001218998,0.0001764904,0.00009957706,0.0001064894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002280336,"about_ca_system_score_gemma":0.0004124506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009959366,"about_ca_topic_score_gemma":0.00009553194,"domain_scores_codex":[0.998274,0.0001054917,0.0005941641,0.0003453489,0.0003922282,0.0002887604],"domain_scores_gemma":[0.9989902,0.00003887892,0.0003098656,0.0002631465,0.0002846833,0.0001132298],"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":[0.0002666815,0.00002909748,0.002038259,0.0001951581,0.00003988151,0.000004932579,0.0003938593,0.000004213826,0.9939754,0.001156311,0.00181718,0.00007899624],"study_design_scores_gemma":[0.0005746406,0.0003217468,0.003627348,0.00006256319,0.00004018454,0.000006680156,0.0005161568,0.00002143863,0.986325,0.0001370812,0.008154339,0.000212782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945939,0.0005736535,0.000006318674,0.0006645853,0.0002542666,0.0002414431,0.0002383888,0.00009500303,0.003332483],"genre_scores_gemma":[0.9986818,0.00005314475,0.0006912597,0.0002479708,0.00006137565,0.00001049814,0.00003928084,0.0000188135,0.0001958916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007650391,"threshold_uncertainty_score":0.9956433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0268625230775517,"score_gpt":0.223914857176898,"score_spread":0.1970523340993464,"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."}}