{"id":"W3136061135","doi":"10.1007/s00170-021-06957-z","title":"Effect of alloy composition and laser powder bed fusion parameters on the defect formation and mechanical properties of Inconel 625","year":2021,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Inconel 625; Materials science; Alloy; Ultimate tensile strength; Cracking; Porosity; Laser power scaling; Fusion; Metallurgy; Elongation; Laser; Inconel; Composite material; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000286958,0.0001697387,0.0002749984,0.0003147655,0.0002437317,0.0003461986,0.0002527996,0.0002770646,0.00178552],"category_scores_gemma":[0.0007051982,0.0001945755,0.0001930033,0.0003068495,0.0001834327,0.0002944809,0.0001780169,0.0001595587,0.000264751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002608041,"about_ca_system_score_gemma":0.0002582826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001328883,"about_ca_topic_score_gemma":0.003165177,"domain_scores_codex":[0.9997877,0.00002085445,0.0000231949,0.00004294558,0.00008653471,0.00003865966],"domain_scores_gemma":[0.9996574,0.0001163944,0.00006475821,0.00002663261,0.0001072661,0.00002759459],"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":[0.001403481,0.00005506216,0.002138189,0.000109634,0.00002643315,0.0001184091,0.0000877228,0.0015615,0.9879897,0.0001252806,0.0001248827,0.006259732],"study_design_scores_gemma":[0.00001762022,0.0005983333,0.008835237,0.000006739873,0.0000441466,0.00006035235,0.00007032976,0.002749256,0.9868686,0.00001830931,0.0007205655,0.00001057267],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988639,0.000362911,0.0002567961,0.00001304802,0.000007038116,0.000002974118,0.00006302675,0.0000203568,0.0004099243],"genre_scores_gemma":[0.9989681,0.0000956397,0.000264244,0.000006945721,0.000001455777,0.000001929592,0.0000581932,0.00001270494,0.0005908321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00178552,"threshold_uncertainty_score":0.00597316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007670902121205177,"score_gpt":0.2131910923142776,"score_spread":0.2055201901930725,"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."}}