{"id":"W3037331263","doi":"10.1016/j.ijfatigue.2020.105803","title":"Low cycle fatigue behavior of AZ31B extrusion at elevated temperatures","year":2020,"lang":"en","type":"article","venue":"International Journal of Fatigue","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Inflection point; Extrusion; Magnesium; Magnesium alloy; Hysteresis; Softening; Metallurgy; Composite material; Low-cycle fatigue; Mathematics; Geometry","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":[0.0001793288,0.0001257261,0.0002184368,0.00007811742,0.00006863392,0.00006683812,0.0006954908,0.00005483636,0.002118606],"category_scores_gemma":[0.0001426336,0.00009644497,0.0001230602,0.0001123789,0.00008096768,0.0002541958,0.0001463643,0.0001345847,0.00003591396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006181484,"about_ca_system_score_gemma":0.00007684928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004141477,"about_ca_topic_score_gemma":0.000005591214,"domain_scores_codex":[0.998329,0.00005043849,0.0006613686,0.0001612365,0.0006657214,0.0001322722],"domain_scores_gemma":[0.9984154,0.00004951306,0.0005521014,0.0001281462,0.0007208465,0.0001340626],"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":[0.0001478056,0.0001395785,0.001889697,0.00001688772,0.0000168932,0.00003028021,0.0003316785,0.0005497313,0.9939677,0.0004834955,0.00156583,0.0008604664],"study_design_scores_gemma":[0.0006887713,0.0001921885,0.004928818,0.00008655339,0.00003174778,0.00007272886,0.000145284,0.0004266364,0.9907011,0.00008526426,0.002503855,0.0001370391],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948127,0.0001391884,0.0009101857,0.003126023,0.0004997252,0.000128985,0.00006096747,0.00001823192,0.0003040276],"genre_scores_gemma":[0.9972934,0.0000535833,0.001801443,0.0003725832,0.0003162012,0.00001040492,0.00001279002,0.00001417563,0.0001254718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003266543,"threshold_uncertainty_score":0.9987936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847412075969407,"score_gpt":0.2960800751334427,"score_spread":0.2576059543737486,"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."}}