{"id":"W4387463496","doi":"10.53063/synsint.2023.32152","title":"Microstructural characterization of ZrB2–SiC–Si–MoSi2–WC coatings applied by SPS on graphite substrate","year":2023,"lang":"en","type":"article","venue":"Synthesis and Sintering","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Materials and Energy Research Center","keywords":"Materials science; Graphite; Coating; Spark plasma sintering; Sintering; Composite material; Composite number; Substrate (aquarium); Ceramic; Thermal expansion; Layer (electronics); Diffusion","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003406758,0.0002553829,0.0004212681,0.0001352413,0.000152761,0.0001116843,0.0002063924,0.00008446761,0.0002884854],"category_scores_gemma":[0.00007232781,0.0002320006,0.00005963477,0.0001860376,0.0001594132,0.0001712007,0.0001034483,0.00006079262,0.0000644918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000267035,"about_ca_system_score_gemma":0.000009352585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002752634,"about_ca_topic_score_gemma":0.000002273141,"domain_scores_codex":[0.9984314,0.00006362411,0.0004692868,0.000452126,0.0002058915,0.0003776352],"domain_scores_gemma":[0.9991548,0.0001736267,0.0002965119,0.0002671699,0.000034252,0.00007364826],"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":[0.0001000353,0.00001583948,0.0001210305,0.0001157643,0.00000959822,0.00000245046,0.0002701632,0.000005804688,0.9933929,0.0002434845,0.0000191499,0.00570372],"study_design_scores_gemma":[0.0001439848,0.00003056301,0.005847744,0.0001739939,0.0000197428,0.000005695434,0.00009618534,0.00006379064,0.992879,0.0002632755,0.0002390654,0.0002369622],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981806,0.000009508633,0.0004064454,0.0001082141,0.0003300769,0.0001897517,0.000297371,0.0001730893,0.0003049598],"genre_scores_gemma":[0.9992877,0.00007038323,0.0003217969,0.00005145379,0.00006421382,0.00004243998,0.00003273269,0.00004502223,0.00008431974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005726714,"threshold_uncertainty_score":0.9460708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001004595292721,"score_gpt":0.21716071821223,"score_spread":0.2071506722593028,"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."}}