{"id":"W1577845197","doi":"10.1002/9780470314821.ch22","title":"Formation of an Alumina-Mullite Composite via Reaction Sintering","year":2008,"lang":"en","type":"book-chapter","venue":"Ceramic engineering and science proceedings","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Technical University of Nova Scotia","funders":"","keywords":"Mullite; Kyanite; Composite number; Materials science; Sintering; Rheology; Dispersion (optics); Composite material; Aluminium silicate; Mineralogy; Ceramic; Chemistry; Quartz","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005063833,0.0003668393,0.0004686657,0.0004122765,0.0002180832,0.0001450656,0.0004002938,0.0001710662,0.00002970451],"category_scores_gemma":[0.00005862829,0.0003773704,0.00005246149,0.000100263,0.0004630863,0.001636387,0.0001512753,0.0001892735,0.0000188081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240186,"about_ca_system_score_gemma":0.0000410479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000112426,"about_ca_topic_score_gemma":4.063808e-7,"domain_scores_codex":[0.9979486,0.00000263768,0.000543099,0.0006036938,0.0005047347,0.0003972377],"domain_scores_gemma":[0.9989334,0.00002901953,0.000402478,0.0002046328,0.0002683464,0.0001620803],"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":[0.00001699316,0.000007184361,5.899331e-7,0.0002876565,0.000002593728,0.000002453839,0.0006511547,0.0001820564,0.9931411,0.001335573,0.000004410395,0.004368251],"study_design_scores_gemma":[0.0001555156,0.0001262587,0.00007597237,0.0006922033,0.00003172734,0.0004471389,0.00004528884,0.03183162,0.9631724,0.0005513497,0.002321955,0.0005485163],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784567,0.0001811404,0.003019275,0.00002038162,0.0006147929,0.0003148461,0.00002339177,0.0003040014,0.01706545],"genre_scores_gemma":[0.9882527,0.000314459,0.008968094,0.00001415001,0.0001498418,0.0000119916,0.000009250048,0.00006653469,0.002212958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03164956,"threshold_uncertainty_score":0.9998678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034952243189977,"score_gpt":0.2099617022851224,"score_spread":0.1996121798532227,"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."}}