{"id":"W3137876521","doi":"10.1007/s11665-021-05639-x","title":"Ratcheting Response of SS316 Steel Samples with Different Notch Shapes under Various Loading Spectra","year":2021,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"High Temperature Alloys and Creep","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materials science; Finite element method; Structural engineering; Ellipse; Hardening (computing); Composite material; Geometry; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002820973,0.0005227305,0.0002375193,0.0003471841,0.0003059165,0.0001966173,0.0003267998,0.0007525879,0.00694197],"category_scores_gemma":[0.0005920274,0.0002077107,0.000196326,0.0003578265,0.0004139766,0.0002737423,0.0001717221,0.0003434602,0.000770124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220459,"about_ca_system_score_gemma":0.0001782834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001619936,"about_ca_topic_score_gemma":0.003349406,"domain_scores_codex":[0.99965,0.00002499649,0.00002628325,0.0000673517,0.0001535519,0.00007772795],"domain_scores_gemma":[0.9991042,0.0001409277,0.000122511,0.00008205295,0.000470224,0.00008005426],"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":[0.000355804,0.00002392357,0.0005261861,0.00004096314,0.000005476502,0.0001003383,0.0001309557,0.0003047636,0.9952142,0.00004475961,0.0002050156,0.003047573],"study_design_scores_gemma":[0.00001001918,0.0005462863,0.01494387,0.000009350841,0.00001251262,0.00007925944,0.0003457695,0.003199833,0.9799295,0.00002572047,0.0008770825,0.00002081908],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996797,0.0001078185,0.001600003,0.00005583403,0.00004364823,0.00000861538,0.0001994165,0.0001214224,0.001066277],"genre_scores_gemma":[0.9946879,0.00008948481,0.001483294,0.00003822608,0.00000842091,0.00001313072,0.0002710942,0.00002468149,0.003383851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00694197,"threshold_uncertainty_score":0.02322322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006925246866575583,"score_gpt":0.1825086625552163,"score_spread":0.1755834156886407,"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."}}