{"id":"W3161266551","doi":"10.18280/rcma.310206","title":"A Review of Additive Manufacturing in Aerospace Application","year":2021,"lang":"en","type":"review","venue":"Revue des composites et des matériaux avancés","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aerospace; 3D printing; Manufacturing engineering; Component (thermodynamics); Rapid prototyping; Process (computing); Computer science; Engineering; Mechanical engineering; Aerospace engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003680387,0.0006497949,0.00241189,0.000358784,0.00005853264,0.00004458752,0.0005748807,0.0003340347,0.00005362529],"category_scores_gemma":[0.0002161484,0.0005883746,0.0004991727,0.0004271435,0.000194715,0.0001286929,0.000299838,0.0008166824,0.0000700607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423415,"about_ca_system_score_gemma":0.0000489189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001368195,"about_ca_topic_score_gemma":0.00001760259,"domain_scores_codex":[0.9977096,0.0001924335,0.0009647707,0.0005397789,0.0001497437,0.0004436728],"domain_scores_gemma":[0.9980372,0.0006079817,0.0003809044,0.0008131529,0.00009399684,0.00006674954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[7.557397e-7,0.00002593676,0.000001515872,0.2479953,0.0001166472,0.00002512906,0.0000433418,0.0004653514,0.000004387969,0.0002317216,0.0003621515,0.7507278],"study_design_scores_gemma":[0.0000775382,0.00001993072,0.00001419716,0.3497523,0.0002302359,0.000126386,0.00001307478,0.000254999,0.00158975,0.000294226,0.6471155,0.0005118843],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002087653,0.9717056,0.02497352,0.00001055156,0.0001064633,0.0008828929,0.0001760031,0.0005883995,0.001535704],"genre_scores_gemma":[0.00006533814,0.9705495,0.02821133,0.00001889791,0.00006157749,0.0003928606,0.0004972249,0.0001390887,0.00006412872],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7502159,"threshold_uncertainty_score":0.9996567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06168151579756385,"score_gpt":0.3140920799333114,"score_spread":0.2524105641357475,"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."}}