{"id":"W2462353262","doi":"10.1002/srin.200606468","title":"Influence of Residual Elements on Mechanical Properties of Two Carbon Steel Grades","year":2006,"lang":"en","type":"article","venue":"steel research international","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"U.S. Department of Energy","keywords":"Charpy impact test; Materials science; Microstructure; Metallurgy; Ultimate tensile strength; Toughness; Ferrite (magnet); Grain size; Carbon fibers; Ductility (Earth science); Hardening (computing); Carbon steel; Composite material; Corrosion; Creep","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":[0.0003827265,0.0004579851,0.0003535956,0.0005856904,0.0002820419,0.0003520105,0.0004137659,0.0004523589,0.001016209],"category_scores_gemma":[0.001257583,0.0002300062,0.0002362049,0.0003080898,0.000378822,0.0001802748,0.0001623901,0.0002748221,0.000177716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005595957,"about_ca_system_score_gemma":0.0002892742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006855972,"about_ca_topic_score_gemma":0.01215645,"domain_scores_codex":[0.9993988,0.00006406908,0.00005455048,0.000111905,0.0002637269,0.0001068818],"domain_scores_gemma":[0.9989905,0.0002217414,0.000177581,0.00008931768,0.000381534,0.0001393018],"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":[0.0005037783,0.00002985425,0.001979424,0.00005428328,0.00001919968,0.00008533755,0.00003746237,0.0007747168,0.9949456,0.00002127731,0.0000178082,0.001531304],"study_design_scores_gemma":[0.00001848121,0.001385506,0.03346497,0.000005823185,0.00003907383,0.00009723579,0.00004618953,0.00151231,0.9628783,0.00001742372,0.0005219024,0.00001294777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990827,0.000125936,0.0003424585,0.000007977342,0.00000268349,0.000006739631,0.00007671987,0.00002841522,0.0003261781],"genre_scores_gemma":[0.9988214,0.00004347112,0.0004505268,0.000008524135,0.000001263333,0.000003960709,0.0001915575,0.00002041872,0.0004587946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006855972,"threshold_uncertainty_score":0.01363212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427927420748615,"score_gpt":0.3116225400953893,"score_spread":0.2673432658879031,"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."}}