{"id":"W6980122043","doi":"","title":"Austenite grain size measurements by laser-ultrasonics on a modern low carbon steel","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Ultrasonics and Acoustic Wave Propagation","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grain size; Carbon steel; Austenite; Cementite; Carbon fibers; Metallography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000195734,0.0001214662,0.0002870762,0.0006582619,0.0004576624,0.0001883418,0.0004484491,0.0005783442,0.002788207],"category_scores_gemma":[0.0005256291,0.0001661107,0.0001680761,0.0003804653,0.0003202632,0.0002833323,0.0001715524,0.000198092,0.0004873001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003002929,"about_ca_system_score_gemma":0.0001760841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00379172,"about_ca_topic_score_gemma":0.006858274,"domain_scores_codex":[0.9997899,0.00001260222,0.00001179235,0.00004985258,0.0001138121,0.00002199197],"domain_scores_gemma":[0.9994804,0.0001326834,0.0000443746,0.00004282389,0.0002662034,0.00003355866],"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":[0.0004534503,0.00001498502,0.002754728,0.00002793615,0.000004046973,0.00009199342,0.00008291817,0.000280905,0.9923034,0.00004805393,0.0001143278,0.003823355],"study_design_scores_gemma":[0.00003425568,0.0009194494,0.09692308,0.000005059868,0.00002725912,0.0002914644,0.000167276,0.005359246,0.8946196,0.00005951532,0.001570342,0.00002348416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969997,0.00008822932,0.001673535,0.00003147669,0.00001442934,0.000006698618,0.000107166,0.00006630019,0.001012531],"genre_scores_gemma":[0.9969205,0.00003607484,0.001352233,0.000008617729,0.0000059288,0.000003479842,0.00009173337,0.00001416457,0.001567324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00379172,"threshold_uncertainty_score":0.009327531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007935063885226145,"score_gpt":0.1860869904096466,"score_spread":0.1781519265244205,"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."}}