{"id":"W4404489797","doi":"10.1007/978-3-031-67398-6_277","title":"Unveiling the Potential of Ti-5553 Alloy Through Laser Powder Bed Fusion: A Comprehensive Overview","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Safran Electronics (Canada); University of New Brunswick","funders":"","keywords":"Fusion; Materials science; Alloy; Metallurgy; Philosophy","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":[0.0002988908,0.0005456725,0.0004783798,0.001138934,0.0004069591,0.001566976,0.0007097499,0.0009827234,0.004662863],"category_scores_gemma":[0.0001542947,0.0005306638,0.0005291228,0.001186295,0.0004486829,0.001445443,0.0008897082,0.001124917,0.003360714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001001375,"about_ca_system_score_gemma":0.0006811143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135421,"about_ca_topic_score_gemma":0.002917035,"domain_scores_codex":[0.9997573,0.0000125186,0.000007429177,0.00002583924,0.0001733313,0.00002357226],"domain_scores_gemma":[0.9999695,0.00001236854,0.000002678426,0.000002721988,0.0000107549,0.000002097032],"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":[0.0001440804,0.0001870795,0.0002112215,0.005374453,0.00007508093,0.0004981348,0.0004360464,0.004560839,0.2154355,0.1183926,0.0247337,0.6299513],"study_design_scores_gemma":[0.000007941303,0.0001526276,0.0003741434,0.0003688077,0.00003090303,0.0007589692,0.0001106367,0.001470953,0.06014284,0.01383276,0.9227166,0.0000327969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0147552,0.766977,0.02239599,0.001102607,0.0009973501,0.00006635929,0.0002348709,0.0002740347,0.1931966],"genre_scores_gemma":[0.07123513,0.7670829,0.02764039,0.0008598703,0.0005744596,0.00009614696,0.0005443713,0.0002251015,0.1317417],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004662863,"threshold_uncertainty_score":0.01559883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02599141446712218,"score_gpt":0.2351313631291228,"score_spread":0.2091399486620006,"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."}}