{"id":"W3165865062","doi":"10.53063/synsint.2021.1123","title":"Effects of carbon nano-additives on characteristics of TiC ceramics prepared by field-assisted sintering","year":2021,"lang":"en","type":"article","venue":"Synthesis and Sintering","topic":"Advanced materials and composites","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Imperial Oil (Canada); York University","funders":"","keywords":"Materials science; Spark plasma sintering; Carbon black; Sintering; Carbon fibers; Graphite; Ceramic; Carbide; Titanium carbide; Grain size; Composite material; Metallurgy; Chemical engineering; Composite number","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001735185,0.0003489273,0.000214418,0.0005015812,0.0001644493,0.0002939608,0.0001940255,0.0002601507,0.0008905398],"category_scores_gemma":[0.0004406928,0.0002340358,0.0002379631,0.0003518201,0.0002136707,0.0002308045,0.0001301677,0.0003205075,0.0001613663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000220685,"about_ca_system_score_gemma":0.0001961845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001096714,"about_ca_topic_score_gemma":0.00332538,"domain_scores_codex":[0.999833,0.00001170388,0.00001786325,0.00004207079,0.00006017823,0.00003512103],"domain_scores_gemma":[0.9996928,0.00007271247,0.00007289271,0.00002097013,0.0000976246,0.00004299353],"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":[0.00008705867,0.000009609154,0.0001410085,0.00005101892,0.000006838232,0.00003491123,0.00002662373,0.0001269608,0.9986155,0.0000243314,0.00001306796,0.0008631748],"study_design_scores_gemma":[0.000003464519,0.00007959933,0.001470514,0.000003250972,0.00001128315,0.00002317202,0.00002148703,0.000527563,0.9975619,0.000004643464,0.000288673,0.000004358857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981068,0.0004131647,0.0006016337,0.00001334553,0.00001662575,0.00001138413,0.00009223313,0.00003821012,0.0007064709],"genre_scores_gemma":[0.9979594,0.0002828822,0.001113667,0.000009803452,0.000004669057,0.00001069704,0.0001029978,0.00002513845,0.0004908241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001096714,"threshold_uncertainty_score":0.002979219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00344367895949086,"score_gpt":0.1860984188271234,"score_spread":0.1826547398676326,"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."}}