{"id":"W2949271766","doi":"10.3390/jmmp3020049","title":"Scale, Material Concentration, Stress Relief and Part Removal Effects on the Dimensional Behaviour of Selected AlSi10Mg Components Manufactured by Laser Powder Bed Fusion","year":2019,"lang":"en","type":"article","venue":"Journal of Manufacturing and Materials Processing","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"Materials science; Fusion; Composite material; Metallurgy","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":[0.0003831444,0.0003277367,0.0005734673,0.00007217686,0.0001575484,0.0002353434,0.0001495169,0.000145072,0.0001666041],"category_scores_gemma":[0.00002713991,0.0002027564,0.00003863711,0.00003979679,0.00007212491,0.0002760856,0.00006265663,0.0001767682,0.000002674537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002847989,"about_ca_system_score_gemma":0.00002426222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001201059,"about_ca_topic_score_gemma":6.130864e-7,"domain_scores_codex":[0.99835,0.0001289573,0.0006479505,0.0002235286,0.0003603546,0.0002892488],"domain_scores_gemma":[0.9990266,0.0001543485,0.0004724892,0.0001273959,0.000118244,0.0001009321],"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":[0.0006480367,0.0000592281,0.0001314019,0.001431127,0.00007917288,0.00001563316,0.0002622995,0.0001289167,0.9915034,0.000002228728,0.0009425725,0.004795949],"study_design_scores_gemma":[0.0007420734,0.0002110892,0.009832278,0.00103793,0.00007153027,0.00006787395,0.00004101743,0.00001582467,0.9871032,0.000100629,0.0005380093,0.0002385788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979382,0.0002452381,0.0000130887,0.0001211748,0.00117238,0.0002694663,0.0001694291,0.00004700851,0.00002402454],"genre_scores_gemma":[0.9990696,0.0002151303,0.0001845138,0.0000604739,0.0003081874,0.000005166788,0.00006594081,0.00004731012,0.00004371472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009700876,"threshold_uncertainty_score":0.8268166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004788103053822539,"score_gpt":0.1902288192837186,"score_spread":0.1854407162298961,"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."}}