{"id":"W2560030778","doi":"10.1017/s1431927615006637","title":"Metallographic Preparation of Incoloy 800 Tube Material for EBSD","year":2015,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Engineering Applied Research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Incoloy; Electron backscatter diffraction; Materials science; Tube (container); Metallurgy; Composite material; Microstructure; Alloy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003448923,0.0001322066,0.0002814348,0.0002474916,0.00003303215,0.00003974886,0.00010865,0.0001037032,0.00001696959],"category_scores_gemma":[0.00001989998,0.0001294905,0.00008709156,0.0003026827,0.0000559926,0.00006895941,0.00003068781,0.00007489631,0.000003638899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003616394,"about_ca_system_score_gemma":0.00002032951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000358399,"about_ca_topic_score_gemma":0.0000246575,"domain_scores_codex":[0.9992718,0.00001683095,0.0002420083,0.0001668391,0.00009532215,0.0002072715],"domain_scores_gemma":[0.9995911,0.00003304566,0.00002782623,0.0001838105,0.00007894107,0.00008529392],"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":[0.00006212319,0.00001785658,0.00019371,0.0001458998,0.0002716638,4.910868e-7,0.000232972,0.01006528,0.9873262,0.00006201998,0.001330726,0.0002910235],"study_design_scores_gemma":[0.0005451582,0.00009529293,0.0001273419,0.00001343281,0.0002294876,0.000003904167,0.00009566815,0.01873878,0.9723716,0.0001521715,0.007440589,0.0001865915],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795188,0.0008874764,0.01880062,0.00001547004,0.00013173,0.0002303182,0.00007497935,0.0000942152,0.0002464315],"genre_scores_gemma":[0.9887013,0.0001013419,0.01084696,0.000005438083,0.00004808595,0.00006155454,0.00007115761,0.00002765484,0.000136544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01495465,"threshold_uncertainty_score":0.5280468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01396886113603172,"score_gpt":0.2861302943952234,"score_spread":0.2721614332591917,"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."}}