{"id":"W1518972813","doi":"","title":"Interaction of damage mechanisms during high temperature fatigue","year":2013,"lang":"en","type":"article","venue":"Gruppo Italiano Frattura Digital Repository (Gruppo Italiano Frattura)","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Forensic engineering; Engineering","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","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0001341404,0.001348536,0.001198167,0.0005198474,0.0004139856,0.001430284,0.001045457,0.0009506529,0.0006039487],"category_scores_gemma":[0.0001394913,0.001275381,0.000624297,0.0009164814,0.0002230778,0.005102431,0.0002348662,0.001215444,0.0006225293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004007671,"about_ca_system_score_gemma":0.00009316291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001088677,"about_ca_topic_score_gemma":0.00001205463,"domain_scores_codex":[0.9945968,0.0001056044,0.001688075,0.001144722,0.001154906,0.001309878],"domain_scores_gemma":[0.9965876,0.0001732984,0.0005058357,0.001558904,0.0005513931,0.0006230233],"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":[0.0000873345,0.0002770814,0.0009555753,0.0009516705,0.0006475832,0.0003040718,0.0006714308,0.002908505,0.9665889,0.001756972,0.0224302,0.002420731],"study_design_scores_gemma":[0.001400435,0.0004629106,0.008843992,0.0006854398,0.000164693,0.0004144974,0.002139413,0.001983914,0.9768742,0.002922144,0.001768814,0.002339563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725515,0.0004853816,0.001397036,0.0002002763,0.00636538,0.00134133,0.0003288761,0.001265912,0.01606426],"genre_scores_gemma":[0.9921237,0.00002902825,0.0008852587,0.0001547213,0.0006337059,0.000214156,0.0004324726,0.0003147048,0.005212259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02066139,"threshold_uncertainty_score":0.9999266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005892488747184518,"score_gpt":0.1873740342860766,"score_spread":0.1814815455388921,"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."}}