{"id":"W4200298188","doi":"10.53063/synsint.2021.1452","title":"Challenges toward applying UHTC-based composite coating on graphite substrate by spark plasma sintering","year":2021,"lang":"en","type":"article","venue":"Synthesis and Sintering","topic":"Diamond and Carbon-based Materials Research","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Graphite; Layer (electronics); Composite material; Thermal expansion; Spark plasma sintering; Substrate (aquarium); Composite number; Coating; Sintering; Adhesion","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005904275,0.0002777372,0.0003181752,0.0002522981,0.0002446595,0.000660102,0.0003866644,0.0005811249,0.0007569831],"category_scores_gemma":[0.0005145185,0.0002060219,0.0003255866,0.0002504491,0.000257139,0.0005191562,0.0003277008,0.0005690701,0.0005270231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386666,"about_ca_system_score_gemma":0.0003383702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512696,"about_ca_topic_score_gemma":0.001165108,"domain_scores_codex":[0.9996232,0.00004099554,0.00002289036,0.00005922338,0.0002139571,0.00003978729],"domain_scores_gemma":[0.9996214,0.00007459393,0.00005331923,0.000058158,0.0001641582,0.00002838046],"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":[0.00003954576,0.00002174778,0.0006308532,0.0004676857,0.00001689236,0.0001980385,0.00009342348,0.0005841031,0.9783604,0.0007134001,0.0003022565,0.01857155],"study_design_scores_gemma":[0.00001043294,0.0003383826,0.002847628,0.00004644806,0.00003501008,0.0006139707,0.0002196422,0.006367385,0.9732521,0.000396917,0.01585573,0.00001637385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.888091,0.02787388,0.06631099,0.001396454,0.0004484971,0.0001736118,0.0001092647,0.0004371649,0.01515927],"genre_scores_gemma":[0.9290287,0.009679956,0.05824657,0.0001849404,0.00008298653,0.00005316332,0.0001093907,0.00006133714,0.002552978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007569831,"threshold_uncertainty_score":0.003122509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04385756675322261,"score_gpt":0.2645961982234396,"score_spread":0.220738631470217,"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."}}