{"id":"W4404494124","doi":"10.1007/978-3-031-67398-6_94","title":"Corrosion of Additively Manufactured Metallic Components","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Corrosion; Materials science; Metal; Metallurgy; Forensic engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001138046,0.0006883938,0.0004974982,0.0005465309,0.0003484531,0.001056308,0.0007823491,0.0006951857,0.007738155],"category_scores_gemma":[0.0002560536,0.0003833901,0.0004281588,0.0003981996,0.0005161689,0.0007237852,0.0006552088,0.00122293,0.004778103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006870158,"about_ca_system_score_gemma":0.0003322075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001429897,"about_ca_topic_score_gemma":0.002716451,"domain_scores_codex":[0.9996814,0.00002498119,0.000006741997,0.00002771485,0.0002308465,0.00002830064],"domain_scores_gemma":[0.9999361,0.00001596555,0.0000046849,0.000009437703,0.0000309745,0.000002883568],"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":[0.0001442349,0.000142387,0.0003534854,0.002218365,0.00003701585,0.00114648,0.0008754877,0.008009293,0.213488,0.2145052,0.1140541,0.445026],"study_design_scores_gemma":[0.000006238988,0.0001717775,0.0009567566,0.0002957015,0.00002574289,0.001846584,0.00023351,0.004903756,0.1177488,0.027187,0.8465986,0.00002545996],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02240215,0.07183439,0.03218541,0.001139841,0.002716021,0.00007502811,0.0001598231,0.0003303096,0.869157],"genre_scores_gemma":[0.06852864,0.0294794,0.005411273,0.0003147374,0.0003305057,0.0000252926,0.0001645202,0.0001858464,0.8955598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.007738155,"threshold_uncertainty_score":0.02588665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01809259479307053,"score_gpt":0.2006002873203741,"score_spread":0.1825076925273035,"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."}}