{"id":"W2070167161","doi":"10.1111/j.1151-2916.2002.tb00343.x","title":"Use of Mixed‐Rare‐Earth Oxide in the Preparation of Reaction‐Bonded Mullite at ≤1300°C","year":2002,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Mullite; Sintering; Eutectic system; Materials science; Oxide; Ceramic; Mixed oxide; Silicon; Phase (matter); Chemical engineering; Metallurgy; Mineralogy; Microstructure; Composite material; Chemistry","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":[0.0009161846,0.0001582938,0.0005039125,0.00004688016,0.0000987978,0.00003427115,0.0005583897,0.00004838254,0.0001370803],"category_scores_gemma":[0.0003609063,0.00009550644,0.000365018,0.0004069429,0.0005178065,0.0003746707,0.0001025028,0.000174685,0.000008503734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001863852,"about_ca_system_score_gemma":0.00004312973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002787345,"about_ca_topic_score_gemma":0.0000376248,"domain_scores_codex":[0.9975875,0.0005317109,0.0008856726,0.000167328,0.0005927094,0.0002350875],"domain_scores_gemma":[0.9961436,0.0006242573,0.002501796,0.0005261998,0.0001662131,0.00003788224],"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":[0.0001175127,0.0001110389,0.001297602,0.00002162747,0.00002881252,0.00000144804,0.002184772,0.001133695,0.9927923,0.00002703524,0.001630337,0.0006538406],"study_design_scores_gemma":[0.0005197711,0.0002330587,0.07627926,0.000135777,0.0000989751,0.0001812844,0.001742423,0.001111436,0.916332,0.0003815866,0.002784978,0.000199417],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984922,0.0000861956,0.0001502008,0.0006674681,0.0003100076,0.0001857174,0.00002665517,0.000008796944,0.00007273996],"genre_scores_gemma":[0.9928187,0.0003319962,0.006182658,0.0003039364,0.00007655457,0.000004129675,6.055101e-7,0.00001695104,0.0002645353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07646025,"threshold_uncertainty_score":0.389464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03036401141687693,"score_gpt":0.2702094516481902,"score_spread":0.2398454402313132,"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."}}