{"id":"W7052943574","doi":"","title":"Study of process-induced residual stresses in laser clad tool steels","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residual stress; Laser; Welding; Deformation (meteorology); Plasticity","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":[],"consensus_categories":[],"category_scores_codex":[0.0000375477,0.000066056,0.0000979578,0.00005284115,0.00001394003,0.000009610816,0.00009789471,0.00003144766,0.00003576609],"category_scores_gemma":[0.00003411692,0.00006705677,0.000008791887,0.0001477081,0.000005738764,0.00005607223,0.00001293438,0.00008370682,0.0000220103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001503651,"about_ca_system_score_gemma":0.00001269244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004331996,"about_ca_topic_score_gemma":0.0002827533,"domain_scores_codex":[0.9995207,0.000006421322,0.0001670282,0.00008965994,0.0001037983,0.0001124356],"domain_scores_gemma":[0.999724,0.00007317555,0.00001678453,0.0001400878,0.00002395737,0.00002199927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003942778,0.004861361,0.04106548,0.0003102704,0.0001620284,0.0000476991,0.009146911,0.7294058,0.1461592,0.004433662,0.01421413,0.050154],"study_design_scores_gemma":[0.002128094,0.0002042863,0.07514853,0.00009286485,0.00003822827,0.000002332949,0.002599242,0.0130214,0.9015894,0.002247931,0.002477122,0.0004505666],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921969,0.000005743134,0.000005061247,0.0001007426,0.00001724417,0.0002155986,0.00001827784,0.00004853448,0.007391912],"genre_scores_gemma":[0.9995211,0.000009548836,0.0002829059,0.00000909845,0.00004627347,0.00008641436,0.000003673782,0.00001196356,0.00002895669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7554302,"threshold_uncertainty_score":0.2734496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749516461125605,"score_gpt":0.2593747827918484,"score_spread":0.2418796181805924,"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."}}