{"id":"W2035840827","doi":"10.1023/b:jmsc.0000040071.55240.85","title":"Processing of closed-cell silicon oxycarbide foams from a preceramic polymer","year":2004,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Ceramic; Pyrolysis; Polymer; Composite material; Porosity; Ceramic foam; Chemical engineering","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":[0.002267518,0.0002989838,0.0008064614,0.000299413,0.0002083416,0.0003325559,0.001401216,0.0001108967,0.0008573146],"category_scores_gemma":[0.0003996654,0.0002384774,0.0001043262,0.0004106714,0.0009089733,0.001712517,0.0002217638,0.0001191582,0.00007117364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002905058,"about_ca_system_score_gemma":0.001035262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002862808,"about_ca_topic_score_gemma":0.000005905568,"domain_scores_codex":[0.9960602,0.0001465725,0.001517307,0.0004667706,0.001204922,0.0006042648],"domain_scores_gemma":[0.9965046,0.0001220612,0.002186678,0.0004676324,0.0005000985,0.0002189467],"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":[0.0002027638,0.0001467248,0.00002915574,0.00008052555,0.000004153068,0.00001900289,0.0006293079,0.000493558,0.9973406,0.000129999,0.000006106513,0.0009180726],"study_design_scores_gemma":[0.0008731844,0.0001994767,0.0008548132,0.0003816737,0.0000440689,0.00008632491,0.0002061466,0.000008893274,0.9928228,0.004245177,0.00002764662,0.0002497508],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952288,0.0005768762,0.001504044,0.0001807424,0.001927971,0.0001834266,0.00007627728,0.00003717863,0.0002846698],"genre_scores_gemma":[0.9836557,0.00004848028,0.01574851,0.00009550247,0.0003799004,0.000004916182,0.000001148627,0.00003423129,0.0000316265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424446,"threshold_uncertainty_score":0.9724827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0101075012363197,"score_gpt":0.250003233440253,"score_spread":0.2398957322039333,"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."}}