{"id":"W2954295469","doi":"10.1007/s00170-019-03996-5","title":"Investigation of electrochemical post-processing procedure for Ti-6Al-4V lattice structure manufactured by direct metal laser sintering (DMLS)","year":2019,"lang":"en","type":"article","venue":"The International Journal of Advanced Manufacturing Technology","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":73,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Mitacs; McGill University","keywords":"Direct metal laser sintering; Materials science; Polishing; Surface roughness; Surface finish; Selective laser sintering; Metallurgy; Lattice (music); Taguchi methods; Sintering; Composite material; Microstructure","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001793809,0.0002812095,0.0004229223,0.0002818734,0.00005352724,0.0000537051,0.0008608943,0.0001850413,0.00007785015],"category_scores_gemma":[0.0001345409,0.0002097874,0.0001161941,0.00008198283,0.0001043619,0.0003665434,0.0001047714,0.000408374,0.000002705619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001335863,"about_ca_system_score_gemma":0.0000502349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001635373,"about_ca_topic_score_gemma":0.000002996474,"domain_scores_codex":[0.9985584,0.00001623586,0.0005731194,0.0002117057,0.0003331709,0.0003073953],"domain_scores_gemma":[0.9987738,0.0001527009,0.0004946604,0.0001813625,0.0003476415,0.00004985501],"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":[0.0002878754,0.00001043674,0.0000305704,0.0002467945,0.0002464849,0.000003482639,0.000109154,0.006697786,0.9864447,0.0000529685,0.0001834168,0.00568638],"study_design_scores_gemma":[0.0006693458,0.0001565376,0.0001986526,0.0001994393,0.00005442531,0.0001351335,0.0001439052,0.0002319622,0.987381,0.008131337,0.002489108,0.0002091559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953984,0.0004854434,0.002028143,0.0008043639,0.0007158035,0.0002457289,0.00009927335,0.0001362541,0.00008656649],"genre_scores_gemma":[0.9952633,0.00008355183,0.004188821,0.0001264976,0.0001733103,0.00001117839,0.00004186649,0.00005517579,0.00005627556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008078369,"threshold_uncertainty_score":0.8554881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004625260477490566,"score_gpt":0.214103825240529,"score_spread":0.2094785647630384,"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."}}