{"id":"W4416398607","doi":"10.1016/j.ceramint.2025.11.170","title":"Sustainable fabrication of high-strength and thermally conductive porous SiC ceramics from recycled waste glass","year":2025,"lang":"en","type":"article","venue":"Ceramics International","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ministry of Education and Child Care","funders":"Science and Technology Program of Guizhou Province; Natural Science Foundation of Hunan Province; Natural Science Foundation of Hubei Province; Changsha University of Science and Technology; National Natural Science Foundation of China","keywords":"Sintering; Porosity; Ceramic; Microstructure; Flexural strength; Thermal conductivity; Fabrication; Brittleness","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":[0.0002253966,0.0002023118,0.0003121761,0.0001581541,0.00009992519,0.0001230827,0.0004540857,0.0001202687,0.000477834],"category_scores_gemma":[0.0003584559,0.0002057561,0.00004182501,0.0001313531,0.0002109738,0.0003919385,0.0002699401,0.00009709048,0.00001003433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077126,"about_ca_system_score_gemma":0.0001223045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119624,"about_ca_topic_score_gemma":0.00003609576,"domain_scores_codex":[0.9984123,0.00009807879,0.0004854707,0.0004613771,0.0002831756,0.0002596346],"domain_scores_gemma":[0.9984084,0.0003309368,0.0003499947,0.0003325639,0.0005337743,0.00004429731],"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":[0.0002558019,0.0001468912,0.0007573539,0.00005451784,0.0001058381,0.000008022388,0.0005106558,0.0005327121,0.6806259,0.3119677,0.000179014,0.004855541],"study_design_scores_gemma":[0.001402761,0.00005623906,0.005744565,0.0001278229,0.00006139433,0.000007986398,0.003205664,0.005957769,0.7806334,0.201147,0.001240333,0.0004150994],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761261,0.00009872283,0.01633527,0.0005615692,0.001386496,0.0001985909,0.0003205148,0.00006731377,0.004905473],"genre_scores_gemma":[0.9889053,0.0001021414,0.008021152,0.0001659641,0.00014357,0.00003048314,0.000139821,0.00002262637,0.002468975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108208,"threshold_uncertainty_score":0.8390489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007083809000308975,"score_gpt":0.2430656376756558,"score_spread":0.2359818286753469,"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."}}