{"id":"W2162301203","doi":"10.1111/j.1551-2916.2010.04087.x","title":"Processing of Silicon Oxycarbide Foams by Steam Chest Molding and Pyrolysis","year":2010,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Molding (decorative); Pyrolysis; Composite material; Porosity; Ceramic; Microsphere; Silicon; Chemical engineering; Metallurgy","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":[0.0008379169,0.0001819919,0.000568857,0.00002909083,0.0001630439,0.00007233435,0.0005336516,0.00005840364,0.00008083184],"category_scores_gemma":[0.0002355987,0.00012374,0.0002490102,0.0002374429,0.0008291312,0.0002796952,0.0001469241,0.0003148151,0.000001366421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008222819,"about_ca_system_score_gemma":0.0001124246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001253834,"about_ca_topic_score_gemma":0.000004480898,"domain_scores_codex":[0.9984041,0.0001028661,0.0006019521,0.0002017422,0.0004090471,0.0002802449],"domain_scores_gemma":[0.9972567,0.0002077676,0.001985501,0.0003042485,0.0001542137,0.00009158712],"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":[0.00003004849,0.00003864765,0.00136875,0.00004252612,0.000027835,5.631709e-7,0.000626245,0.0000548678,0.9793067,0.000006376157,0.0002997713,0.01819768],"study_design_scores_gemma":[0.0003045184,0.00007891004,0.006214026,0.00007465419,0.0001032379,0.0000941358,0.001578847,0.0004940056,0.990034,0.0003645194,0.0004865069,0.0001725674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982705,0.0002331949,0.0003350138,0.0006030276,0.0003822906,0.00008886551,0.00001439213,0.00001735943,0.00005532],"genre_scores_gemma":[0.9925896,0.0001437268,0.006728733,0.0002858346,0.0001811033,0.000002456884,2.517484e-7,0.00002897623,0.00003933099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01802511,"threshold_uncertainty_score":0.5045971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00567152738726155,"score_gpt":0.2406177880501558,"score_spread":0.2349462606628942,"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."}}