{"id":"W4400125173","doi":"10.3390/met14070766","title":"Microstructure Evolution of Alloy 800H during Cold Rolling and Subsequent Annealing","year":2024,"lang":"en","type":"article","venue":"Metals","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Canadian Nuclear Laboratories","funders":"","keywords":"Annealing (glass); Microstructure; Materials science; Alloy; Metallurgy; Recrystallization (geology); Volume fraction; Grain size; Grain growth; Hot rolled; Composite material; Geology","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":[0.000122751,0.0001412401,0.000215516,0.00008182737,0.00003930251,0.00004997056,0.00007753485,0.00009483711,0.00003967876],"category_scores_gemma":[0.00001232799,0.0001183022,0.00006835855,0.0001115541,0.00002762171,0.0001471421,0.00003628601,0.000149323,0.000007242018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006541806,"about_ca_system_score_gemma":0.000009777598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001880152,"about_ca_topic_score_gemma":0.000005622911,"domain_scores_codex":[0.9992894,0.00001210865,0.0002527843,0.0001498599,0.00009976426,0.0001960711],"domain_scores_gemma":[0.9997573,0.0000181329,0.0000186803,0.0001269243,0.00002330301,0.00005567868],"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":[0.000005941779,0.000001185228,0.00001291452,0.0005620489,0.00006731079,0.000004349454,0.0002479741,0.009316723,0.9885736,0.0006993038,0.00006292975,0.0004457898],"study_design_scores_gemma":[0.000149448,0.00001743149,0.0001219304,0.0001779851,0.0000562753,0.00003449862,0.00005949549,0.01336729,0.9803081,0.0004663185,0.005076349,0.0001648665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9567081,0.04088984,0.001516283,0.00002885435,0.0003864495,0.0001358676,0.00002578806,0.000179407,0.0001293578],"genre_scores_gemma":[0.9985062,0.00024974,0.0008841907,0.00001130808,0.0001073613,0.000004529887,0.000003044467,0.00003247906,0.0002010736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04179812,"threshold_uncertainty_score":0.4824222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007117248607617551,"score_gpt":0.1942870867814529,"score_spread":0.1871698381738353,"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."}}