{"id":"W1990474384","doi":"10.1016/j.actamat.2006.11.004","title":"Load partitioning between ferrite and cementite during elasto-plastic deformation of an ultrahigh-carbon steel","year":2007,"lang":"en","type":"article","venue":"Acta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":150,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Institute of Standards and Technology","keywords":"Cementite; Materials science; Ferrite (magnet); Composite material; Carbon steel; Synchrotron; Ultimate tensile strength; Diffraction; Lattice (music); Plasticity; Metallurgy; Austenite; Microstructure; Optics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001657523,0.0001233894,0.0001648596,0.00005180799,0.00004957999,0.00005304596,0.00007472165,0.00008235958,0.00005801235],"category_scores_gemma":[0.00001074355,0.0001154886,0.00001711124,0.00004719331,0.00002355094,0.0003356603,0.00002768242,0.00006344233,0.000004204918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004418565,"about_ca_system_score_gemma":0.000004662963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004930108,"about_ca_topic_score_gemma":0.00002675505,"domain_scores_codex":[0.9992148,0.000008076138,0.0003139276,0.0001125936,0.0001249442,0.0002256215],"domain_scores_gemma":[0.999706,0.000007708785,0.00005295303,0.0001284049,0.00002913015,0.00007584642],"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":[0.00003876866,0.000004420553,0.0003769652,0.0002578755,0.00002220576,0.000001397967,0.0002721218,0.00005149493,0.9986978,0.00004335009,0.000009028312,0.0002245604],"study_design_scores_gemma":[0.0004877675,0.00007064555,0.03820295,0.00008776241,0.00003259236,0.000007233156,0.0000658555,0.0002391225,0.959631,0.00007801291,0.000927915,0.0001690842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983371,0.00003352349,0.0002110656,0.000004908956,0.0008606808,0.0001028577,0.00002185792,0.00009625161,0.0003316977],"genre_scores_gemma":[0.9994826,0.00001398533,0.0002290922,0.000004927382,0.0001674102,0.000002529632,0.00002717599,0.00002096644,0.00005131592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03906676,"threshold_uncertainty_score":0.470949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007852862294208082,"score_gpt":0.199092091895607,"score_spread":0.1912392296013989,"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."}}