{"id":"W4231943099","doi":"10.1007/978-94-007-2739-7_673","title":"Strength and Failure of High Temperature Superalloys","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Superalloy; Materials science; Metallurgy; Alloy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004939031,0.0004357323,0.0005800256,0.0001112814,0.00003218941,0.00004393552,0.0001584763,0.0007469314,0.001264069],"category_scores_gemma":[0.000003666027,0.0003589897,0.00009552637,0.00002115135,0.00006131739,0.00004685094,0.00004054902,0.0005615067,0.00003422056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001713587,"about_ca_system_score_gemma":0.00001443232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001357966,"about_ca_topic_score_gemma":0.000171111,"domain_scores_codex":[0.9990339,0.000005485651,0.0002958158,0.0002715487,0.0001965375,0.0001967358],"domain_scores_gemma":[0.9993826,0.00003656754,0.00003304741,0.0003775683,0.00006074173,0.0001095171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006259235,0.00000605765,0.000008966414,0.0004770044,0.0003260242,0.00001646875,0.00007584427,0.0001244574,0.01070929,0.9015245,0.08458826,0.002136848],"study_design_scores_gemma":[0.0006949943,0.0001704021,0.0001088877,0.0004528031,0.0001805644,0.00003776866,0.00002095384,0.0001099879,0.007439089,0.003764304,0.9857647,0.001255578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04186522,0.003025481,0.00003947641,0.000327587,0.0006530287,0.0004319471,0.0002699259,0.0007504619,0.9526369],"genre_scores_gemma":[0.5929479,0.000591343,0.001004706,0.00008901815,0.0003735048,0.000004581238,0.0001431493,0.0001454258,0.4047004],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9011764,"threshold_uncertainty_score":0.9998862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002763740452798881,"score_gpt":0.1539937210262406,"score_spread":0.1512299805734417,"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."}}