{"id":"W2113347345","doi":"10.1017/s143192761100506x","title":"ASTM Grain Size by EBSD - A New Standard","year":2011,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Oxford Instruments (Canada)","funders":"","keywords":"Electron backscatter diffraction; Microanalysis; Materials science; Metallurgy; Chemistry; Microstructure","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":[0.00006758759,0.0001943392,0.0002946207,0.00007748549,0.00005876197,0.00005514254,0.0001162356,0.00008722032,0.0005870795],"category_scores_gemma":[0.00001615219,0.0001979835,0.00005959554,0.0001854053,0.00004739422,0.0001766928,0.00003607692,0.00007475879,0.00001491071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000305059,"about_ca_system_score_gemma":0.00001214995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006062605,"about_ca_topic_score_gemma":0.000008261247,"domain_scores_codex":[0.9992232,0.00001757805,0.0002557865,0.000216141,0.00006163682,0.0002257099],"domain_scores_gemma":[0.9996041,0.00001399836,0.00004922539,0.0002080138,0.00001926075,0.0001054028],"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":[0.00002147218,0.00000790349,0.0001288622,0.00002393755,0.00006969114,0.000001783961,0.000392698,0.000001281059,0.9897273,0.00001975651,0.006656649,0.002948695],"study_design_scores_gemma":[0.0001938698,0.00002546553,0.0001350482,0.00001564792,0.00007311919,0.000003828752,0.00003204356,0.0000160622,0.9722411,0.0004210619,0.02662635,0.0002163736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5587476,0.001790418,0.4365426,0.00004884291,0.0001962913,0.0002180628,0.0003441091,0.0009468708,0.001165179],"genre_scores_gemma":[0.861793,0.001855739,0.1331739,0.0003047333,0.00007738797,0.00002605876,0.0001154606,0.0001092148,0.002544508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3033687,"threshold_uncertainty_score":0.8073534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00735137186601307,"score_gpt":0.2250788256850711,"score_spread":0.2177274538190581,"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."}}