{"id":"W6987575216","doi":"","title":"Texture and microtexture analysis of an IMI834 alloy after thermomechanical processing","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thermomechanical processing; Texture (cosmology); Alloy; Deformation (meteorology); Microstructure","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002734286,0.0001339579,0.0002967102,0.00007441816,0.00006275457,0.0000597871,0.0001397981,0.0001320663,0.002279644],"category_scores_gemma":[0.00004620678,0.00009044524,0.00006728972,0.0002420433,0.00008277916,0.0001470003,0.00004132478,0.0001046646,0.000005737155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009475167,"about_ca_system_score_gemma":0.0000311297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000924105,"about_ca_topic_score_gemma":0.0000371574,"domain_scores_codex":[0.9990007,0.0001026096,0.0002136069,0.0003177214,0.0001550168,0.0002103753],"domain_scores_gemma":[0.9995044,0.000015325,0.00007578601,0.0002443359,0.0000651091,0.00009508077],"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":[0.00005770235,0.00002827167,0.00003382722,0.00003044966,0.00002773372,0.000004170015,0.0004375141,0.000003281177,0.9941728,0.0007445771,0.00002855432,0.004431082],"study_design_scores_gemma":[0.0002000776,0.00009141036,0.0006503157,0.0000213801,0.0003125531,0.00001438396,0.000136219,0.0004743357,0.992002,0.004886301,0.001032571,0.0001785195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977624,0.0004288006,0.0008241495,0.00006774826,0.00005238819,0.0001028125,0.00002001168,0.00002731132,0.0007143493],"genre_scores_gemma":[0.993834,0.000009818153,0.005593235,0.0003746946,0.00002351018,0.000008350772,0.00000346659,0.00001240194,0.0001404986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004769086,"threshold_uncertainty_score":0.9986324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008484231475148908,"score_gpt":0.2286052536186446,"score_spread":0.2201210221434957,"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."}}