{"id":"W4386454720","doi":"10.1002/9781119210801.ch9","title":"Additive Manufacturing of Metal Matrix Composites","year":2021,"lang":"en","type":"other","venue":"","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Fabrication; Powder metallurgy; Ceramic; Composite material; Composite number; Casting; Deposition (geology); Phase (matter); Aluminium; Matrix (chemical analysis); Metallurgy; Microstructure","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":[],"category_scores_codex":[0.00003200873,0.0003066422,0.0004709042,0.0002804412,0.00001579371,0.00001415063,0.000247929,0.0002980079,0.01109175],"category_scores_gemma":[0.00001586804,0.0002854209,0.0001419906,0.00005999112,0.00008314753,0.00001473798,0.0001542976,0.0002914969,0.00007124421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002379361,"about_ca_system_score_gemma":0.000007251723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005479682,"about_ca_topic_score_gemma":0.00002110856,"domain_scores_codex":[0.9992114,0.00001382859,0.0001948686,0.0002232921,0.0001359063,0.0002207144],"domain_scores_gemma":[0.9994568,0.00007137562,0.00007787202,0.0003531167,0.00001268497,0.00002816703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000002986897,0.0000417655,0.00001343087,0.001324609,0.001534682,0.00007765645,0.00004403361,0.0004446795,0.002908264,0.001855692,0.9492757,0.04247653],"study_design_scores_gemma":[0.00007600118,0.000009155024,0.0000658181,0.0002940183,0.00003575225,0.000004995354,0.00005094939,0.00006854143,0.6754562,0.0001178929,0.3235487,0.0002719635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009641249,0.00213397,0.004478498,0.000009207468,0.0003471479,0.0001347546,0.0001970252,0.00308037,0.9886549],"genre_scores_gemma":[0.1381963,0.00106917,0.03136695,0.00001007123,0.0002893758,0.00003309215,0.0004039588,0.0009405673,0.8276905],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6725479,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101432050173751,"score_gpt":0.2260727938052929,"score_spread":0.2159295887879178,"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."}}