{"id":"W3177016393","doi":"10.1016/j.matdes.2021.109921","title":"Mechanical properties and microstructure of additively manufactured stainless steel with laser welded joints","year":2021,"lang":"en","type":"article","venue":"Materials & Design","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"China Scholarship Council","keywords":"Materials science; Microstructure; Welding; Laser; Metallurgy; Composite material; Joint (building); Structural engineering; Optics; Engineering","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":[0.0002707627,0.0003063234,0.0002247626,0.0005987087,0.0001685394,0.0002215224,0.0003506364,0.0004386419,0.0007812578],"category_scores_gemma":[0.0004565695,0.0003046662,0.0002728499,0.0003463314,0.0002765407,0.0001432499,0.0001617135,0.0001539901,0.000246327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002823682,"about_ca_system_score_gemma":0.0001506228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001740942,"about_ca_topic_score_gemma":0.00317425,"domain_scores_codex":[0.9996877,0.00002057023,0.00002618849,0.00003942836,0.0001911391,0.00003493522],"domain_scores_gemma":[0.9996741,0.00003549433,0.00008861528,0.00003439619,0.0001319792,0.00003551384],"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":[0.00008059281,0.00001230997,0.001861009,0.0000388412,0.000009729525,0.0001127281,0.00006391628,0.0007487583,0.9951336,0.00002340685,0.00002010412,0.001895042],"study_design_scores_gemma":[0.00001193541,0.001379016,0.1081925,0.00001429569,0.00004449844,0.0004146736,0.0001984969,0.003197606,0.8854048,0.00002465642,0.001092501,0.00002491157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990433,0.000147468,0.0004953297,0.000003142398,0.000002885957,0.00000539216,0.0000622926,0.00001907766,0.0002211094],"genre_scores_gemma":[0.9985262,0.00005321618,0.0007836037,0.000003857847,0.000001312884,0.000004440854,0.00009750603,0.000006262453,0.000523623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001740942,"threshold_uncertainty_score":0.003461599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051719489819419,"score_gpt":0.187971045392999,"score_spread":0.1674538504948048,"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."}}