{"id":"W2095053925","doi":"10.1007/s11661-004-0218-1","title":"The effect of grain size on low-cycle fatigue behavior of Al-2024 polycrystalline alloy","year":2004,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Materials science; Crystallite; Grain size; Alloy; Lüders band; Grain boundary; Cyclic stress; Scanning electron microscope; Composite material; Saturation (graph theory); Slip (aerodynamics); Metallurgy; Microstructure; Thermodynamics","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":[0.0004951923,0.0001697114,0.0004154409,0.00002430765,0.0001651514,0.00006196859,0.0001548817,0.00008540719,0.001497092],"category_scores_gemma":[0.00004253431,0.0000941489,0.0001155387,0.00007940371,0.0002700863,0.00007828909,0.0000158374,0.00007690064,0.000009974358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127517,"about_ca_system_score_gemma":0.00001786994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003101474,"about_ca_topic_score_gemma":0.00004304003,"domain_scores_codex":[0.9987433,0.0001420004,0.0004593568,0.0002347845,0.0002057093,0.0002148522],"domain_scores_gemma":[0.9994124,0.0001602778,0.0001119723,0.0002041458,0.00003247233,0.00007875978],"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":[0.0004256026,0.00008120672,1.152539e-7,0.00007999745,0.00001937472,0.000005158298,0.000053248,0.0001977484,0.9979942,0.0004548815,0.000006617069,0.0006818824],"study_design_scores_gemma":[0.0009470512,0.000746775,0.00006207429,0.00006606717,0.0001140545,0.0000250015,0.00002267544,0.000007414509,0.9963822,0.0004160457,0.001098989,0.0001116207],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943084,0.0001737188,0.004091529,0.0002664959,0.0005803325,0.0003839431,0.0001231806,0.00002898895,0.00004343336],"genre_scores_gemma":[0.9989978,0.0001441165,0.0003502906,0.00005228412,0.00002458903,0.00006296598,0.00000319209,0.00001449406,0.000350278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004689412,"threshold_uncertainty_score":0.9994157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008514596320970918,"score_gpt":0.2394570778211213,"score_spread":0.2309424815001504,"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."}}