{"id":"W4312186581","doi":"10.4028/p-g3lqo7","title":"Role of Heat Treatment on the Texture Evolution of M789 Steel Developed by LPBF Process","year":2022,"lang":"en","type":"article","venue":"Defect and diffusion forum/Diffusion and defect data, solid state data. Part A, Defect and diffusion forum","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Electron backscatter diffraction; Materials science; Recrystallization (geology); Alloy; Texture (cosmology); Diffraction; Metallurgy; Fusion; Work (physics); Microstructure; Thermodynamics; Optics; Computer science; Artificial intelligence; Physics","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007127619,0.0008628628,0.001070802,0.000330248,0.00138247,0.0001763907,0.0007918735,0.0002110866,0.0003220057],"category_scores_gemma":[0.000144674,0.0006021913,0.0002018696,0.0004297634,0.0003015498,0.0004999847,0.002529865,0.0004085752,0.00001023859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008729278,"about_ca_system_score_gemma":0.00009323624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003654629,"about_ca_topic_score_gemma":0.0003493926,"domain_scores_codex":[0.9959179,0.0003095955,0.0009450786,0.001202632,0.0007529825,0.0008717968],"domain_scores_gemma":[0.9971614,0.0005827927,0.0003322929,0.001489249,0.00009735332,0.0003368993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009009699,0.007106882,0.06176434,0.004922936,0.002246467,0.00009021628,0.009404771,0.001607944,0.4968343,0.002633868,0.1793823,0.2249963],"study_design_scores_gemma":[0.01937433,0.008723836,0.02561475,0.001454327,0.001914233,0.0004110902,0.02494688,0.08755233,0.07956851,0.009628415,0.7352427,0.005568581],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9706494,0.007841135,0.0003470134,0.0001553341,0.0003970814,0.001194598,0.01852441,0.0001924777,0.000698536],"genre_scores_gemma":[0.984893,0.006399766,0.00002888304,0.0001778667,0.0000674935,0.0001396571,0.008043642,0.0001008498,0.0001488083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5558604,"threshold_uncertainty_score":0.9999176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652785550623315,"score_gpt":0.2477423492903355,"score_spread":0.2312144937841024,"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."}}