{"id":"W4320000041","doi":"10.1016/b978-0-323-88664-2.00019-1","title":"Prospects of additively manufactured nickel aluminum bronzes for marine applications","year":2023,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Materials science; Intermetallic; Metallurgy; Microstructure; Volume fraction; Precipitation; Nickel; Phase (matter); Indentation hardness; Electron backscatter diffraction; Ultimate tensile strength; Aluminium; Lamellar structure; Composite material; Alloy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004997912,0.0003635586,0.0006222462,0.0001175228,0.0001683862,0.00005958549,0.0006428891,0.0002668346,0.002199333],"category_scores_gemma":[0.00004544869,0.0003154992,0.0002094393,0.00002198632,0.0003879697,0.00006806356,0.0003363947,0.0001272044,0.0007964926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004768724,"about_ca_system_score_gemma":0.0001568845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003081499,"about_ca_topic_score_gemma":0.00007182806,"domain_scores_codex":[0.9979413,0.00002016221,0.0005785441,0.000680507,0.0003993899,0.0003801194],"domain_scores_gemma":[0.9984195,0.0001404079,0.0005406939,0.000596743,0.0001734734,0.0001291904],"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":[0.0001085567,0.00003032291,7.95901e-7,0.0007735206,0.00007232045,0.000008229391,0.0001662042,0.000002613076,0.1135303,0.1804776,0.001088268,0.7037412],"study_design_scores_gemma":[0.0002311254,0.00009200708,0.00003734968,0.0001468055,0.00008905417,0.000004703369,0.000005261713,0.00000228258,0.07403464,0.08067173,0.8443207,0.0003644211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002683046,0.00005664926,0.0001606556,0.00004682298,0.0009143996,0.002459671,0.001016985,0.00016423,0.9949123],"genre_scores_gemma":[0.001101332,0.00003693642,0.002834381,0.00007761279,0.0003773315,0.00077371,0.0001612151,0.00007729812,0.9945602],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8432323,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110115614225248,"score_gpt":0.2484823641733082,"score_spread":0.2273812080310557,"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."}}