{"id":"W3114050721","doi":"10.1007/s10853-020-05553-y","title":"On the interplay of microstructure and residual stress in LPBF IN718","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Siemens","keywords":"Materials science; Microstructure; Electron backscatter diffraction; Residual stress; Scanning electron microscope; Synchrotron; Diffraction; Context (archaeology); Crystallography; Composite material; Optics; Physics; Chemistry","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":[0.0003961936,0.00007045799,0.0001638519,0.00005674449,0.00002793983,0.00008406342,0.0002512718,0.00002127635,0.0001060977],"category_scores_gemma":[0.0002054788,0.00004120251,0.000009382512,0.0000944926,0.0001603208,0.0001458708,0.00004891819,0.0000715768,0.000001365075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001099993,"about_ca_system_score_gemma":0.00002626648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002603635,"about_ca_topic_score_gemma":9.355396e-7,"domain_scores_codex":[0.9993867,0.00002535393,0.0002611646,0.00006537275,0.0001606224,0.0001008178],"domain_scores_gemma":[0.9996729,0.00007576936,0.0001166105,0.00005049166,0.00004448725,0.00003978054],"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":[0.00003735522,0.000003012122,0.0000655461,0.00008745956,0.00000288123,0.000006400393,0.0006868373,0.001118599,0.9975788,0.00013862,0.000204286,0.00007019257],"study_design_scores_gemma":[0.0001029288,0.00009128066,0.00760468,0.0001321301,0.000002441837,0.00001428702,0.0001163702,0.000015454,0.9913232,0.000479864,0.00007285646,0.00004452828],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999136,0.00006589652,0.00003162666,0.0003158647,0.0003118521,0.00003515148,0.00004738202,0.000004756478,0.00005143605],"genre_scores_gemma":[0.9996287,0.00004358815,0.0001339182,0.00008690176,0.0001001193,3.877314e-7,2.665942e-7,0.000005175631,9.001159e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007539134,"threshold_uncertainty_score":0.1680189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009145136388225934,"score_gpt":0.2268321263267825,"score_spread":0.2176869899385566,"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."}}