{"id":"W2016235729","doi":"10.4028/www.scientific.net/amm.315.720","title":"Fabrication of TiB&lt;sub&gt;2&lt;/sub&gt;-TiC Composites Optimized by Different Amount of Carbon in the Initial Ti-B-C Powder Mixture","year":2013,"lang":"en","type":"article","venue":"Applied Mechanics and Materials","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Microstructure; Sintering; Composite number; Fabrication; Carbon fibers; Boron; Titanium; Ceramic; Composite material; Metallurgy; Powder mixture; Reinforced carbon–carbon","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":[],"consensus_categories":[],"category_scores_codex":[0.0001457017,0.0001967753,0.0003970316,0.00005874088,0.00002500696,0.00004862836,0.0001583034,0.00009823866,0.00002888652],"category_scores_gemma":[0.000007575867,0.0001347831,0.0000323517,0.00005979978,0.00002122788,0.00004765496,0.0000572186,0.00006824842,0.000002472714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001904802,"about_ca_system_score_gemma":0.000004928456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001942019,"about_ca_topic_score_gemma":0.000003966193,"domain_scores_codex":[0.9990623,0.00003155717,0.0004128409,0.0001555835,0.000146953,0.0001907603],"domain_scores_gemma":[0.9995703,0.00004077158,0.0001135093,0.0001939861,0.00005193505,0.00002949547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003151611,0.00004334036,2.889049e-7,0.0001510391,0.00003223085,2.654753e-7,0.0002015099,0.0001475306,0.9789813,0.01990329,0.0000704608,0.0004372158],"study_design_scores_gemma":[0.0005571325,0.00005300368,0.00003407845,0.00005107244,0.00003257889,0.000001385218,0.0000673346,0.002903937,0.9898162,0.006178605,0.0001408465,0.0001638586],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963083,0.0002310521,0.00224252,0.00002962354,0.0002095937,0.000574686,0.00004524431,0.00002874516,0.0003301932],"genre_scores_gemma":[0.9986835,0.0004007447,0.0005884328,0.0000481128,0.00004078602,0.0001461996,0.00005411173,0.00003070617,0.00000747377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01372468,"threshold_uncertainty_score":0.5496294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007040480588932724,"score_gpt":0.1913086629802133,"score_spread":0.1842681823912805,"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."}}