{"id":"W4399803342","doi":"10.5267/j.esm.2024.5.004","title":"A brief review on industrial remanufacturing of structural and functional components: Wire-Arc Additive Manufacturing Technique","year":2024,"lang":"en","type":"review","venue":"Engineering Solid Mechanics","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remanufacturing; Arc (geometry); Materials science; Mechanical engineering; Engineering drawing; Manufacturing engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000365927,0.001041188,0.0009407493,0.003175145,0.0003541712,0.001072032,0.0007238608,0.0009932366,0.008127326],"category_scores_gemma":[0.0006152698,0.000400249,0.0007636743,0.003381621,0.00030566,0.001731061,0.0004537695,0.001167254,0.0031114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005054862,"about_ca_system_score_gemma":0.001349143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261196,"about_ca_topic_score_gemma":0.002410106,"domain_scores_codex":[0.9997697,0.00002659938,0.00003363769,0.00004925337,0.0001021868,0.00001870738],"domain_scores_gemma":[0.9996462,0.0001757682,0.00006719734,0.00001106327,0.00007928072,0.00002051581],"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":[0.00006598733,0.0001312224,0.0002361934,0.0780538,0.0001178649,0.0003968785,0.0001617969,0.0008045121,0.007465359,0.007809883,0.05599855,0.848758],"study_design_scores_gemma":[0.000004212498,0.00009813226,0.0004684475,0.004614639,0.00009641232,0.0008289379,0.00004628946,0.00009001121,0.0008994406,0.001001958,0.991836,0.00001547377],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002226956,0.996119,0.0003225,0.000187197,0.0003296395,0.000009813186,0.00004287442,0.00001311943,0.002753077],"genre_scores_gemma":[0.0007798112,0.9972408,0.000360204,0.0001336659,0.0001791823,0.000008597764,0.00004610382,0.000002430016,0.001249281],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008127326,"threshold_uncertainty_score":0.02718866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569384584310817,"score_gpt":0.2619951787759315,"score_spread":0.2263013329328234,"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."}}