{"id":"W2888054469","doi":"10.1016/j.msea.2018.08.069","title":"Microstructure and mechanical properties of stainless steel 316L vertical struts manufactured by laser powder bed fusion process","year":2018,"lang":"en","type":"article","venue":"Materials Science and Engineering A","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":191,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; McGill University","keywords":"Microstructure; Materials science; Electron backscatter diffraction; Texture (cosmology); Ductility (Earth science); Composite material; Indentation hardness; Grain size; Fusion","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001558332,0.0001390288,0.0001755265,0.0004301497,0.0003184644,0.0002179671,0.0002633432,0.0003817922,0.001702913],"category_scores_gemma":[0.0002108229,0.000195734,0.0002461826,0.0003307084,0.0002713804,0.0001950534,0.00009953061,0.0001524744,0.0002334043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003548168,"about_ca_system_score_gemma":0.0002829644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003384961,"about_ca_topic_score_gemma":0.005677435,"domain_scores_codex":[0.999844,0.000006543077,0.0000095428,0.0000309863,0.00008571786,0.00002331146],"domain_scores_gemma":[0.9998167,0.00002411636,0.00005795552,0.00001324871,0.0000726185,0.00001544504],"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":[0.000365405,0.00004198564,0.003327604,0.0000798401,0.00001245532,0.000163314,0.00009710254,0.003032871,0.9884018,0.0003426946,0.0002960186,0.003838801],"study_design_scores_gemma":[0.0000501956,0.001473638,0.2726654,0.00002116314,0.00007707695,0.0003321762,0.0004210565,0.01681244,0.705319,0.0001780113,0.002597136,0.00005271346],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979254,0.0001669958,0.000609121,0.0000194385,0.000009749714,0.000004190985,0.0002581981,0.00003067391,0.0009761977],"genre_scores_gemma":[0.9981749,0.00005163707,0.0004852071,0.000005984098,0.000003510128,0.000004184663,0.0002171345,0.000005691576,0.001051936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003384961,"threshold_uncertainty_score":0.006730497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006494526522833803,"score_gpt":0.1944589996795444,"score_spread":0.1879644731567106,"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."}}