{"id":"W4300509689","doi":"10.26565/2312-4334-2021-3-01","title":"A Review on Processing Routes, Properties, Applications, and Challenges of Titanium Metal Matrix Composite","year":2021,"lang":"en","type":"review","venue":"East European Journal of Physics","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ferdowsi University of Mashhad; McMaster University; University of Central Florida; Clemson University","keywords":"Machinability; Materials science; Specific strength; Machining; Powder metallurgy; Ceramic; Titanium; Aerospace; Composite material; Spark plasma sintering; Composite number; Fabrication; Sintering; Titanium alloy; Metallurgy; Alloy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003651606,0.0002979026,0.001208781,0.00007809989,0.00003849513,0.00002980222,0.000329406,0.00003961803,0.000002038909],"category_scores_gemma":[0.00002983692,0.0002190054,0.0002561263,0.0001387495,0.00006263622,0.00007199708,0.0001159104,0.0005623155,0.00001188678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390099,"about_ca_system_score_gemma":0.00004195057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.384126e-8,"about_ca_topic_score_gemma":2.016803e-8,"domain_scores_codex":[0.9987248,0.0001901911,0.0006353218,0.000157044,0.0001622585,0.0001303844],"domain_scores_gemma":[0.9989466,0.00003224054,0.000608692,0.0002496886,0.0001199302,0.00004284717],"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":[6.540712e-7,0.00002478009,3.561885e-8,0.06850737,0.0001581371,0.0000148038,0.00001996404,0.00001916004,0.000006489479,0.0002180822,0.000136011,0.9308945],"study_design_scores_gemma":[0.00006105346,0.00005321397,0.000001269282,0.1479825,0.0005250876,0.0001321349,0.00002615711,0.000006788504,0.0001713476,0.00001712786,0.8508153,0.0002079849],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002457499,0.9973301,0.001613868,0.00003340934,0.0000513141,0.0001953002,0.00001511955,0.0000808298,0.0006775864],"genre_scores_gemma":[0.0003269979,0.997422,0.00188571,0.000006598296,0.000249733,0.000006084086,0.000007242707,0.00007932573,0.00001629527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9306865,"threshold_uncertainty_score":0.8930782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06869841428520503,"score_gpt":0.2710714126613105,"score_spread":0.2023729983761055,"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."}}