{"id":"W2212329880","doi":"10.1557/proc-733-t3.6","title":"TEM Observations of Surface Graphitization and Interior Microstructural Changes in a Furan-Resin-Derived Carbon","year":2002,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Furan; Materials science; Carbon fibers; Composite material; Microstructure; Transmission electron microscopy; Composite number; Reinforced carbon–carbon; Nanotechnology; Organic chemistry; 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":[0.0001269393,0.0001335081,0.0002117387,0.0001328681,0.0000474037,0.00007318086,0.0001559117,0.00006736337,0.00004637574],"category_scores_gemma":[0.00007540929,0.0001312114,0.0000213235,0.0004067176,0.0001599778,0.0001806913,0.00009392201,0.0000675601,0.00000119479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003913331,"about_ca_system_score_gemma":0.000005684992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001749209,"about_ca_topic_score_gemma":0.0001365218,"domain_scores_codex":[0.9991227,0.000009778886,0.0002501949,0.0002628644,0.0001538718,0.0002006015],"domain_scores_gemma":[0.9995821,0.00003773872,0.0001322133,0.00007854924,0.0001311612,0.00003826278],"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":[0.00001703953,0.00001043704,0.04447789,0.00007587112,0.000002271251,7.211366e-7,0.002457022,0.000002804167,0.9526873,0.0001036304,0.00004320144,0.0001217761],"study_design_scores_gemma":[0.0003726373,0.00006810014,0.04951846,0.0001257764,0.00001085406,0.00001397296,0.0003459042,0.0022619,0.9469697,0.0001282259,0.00003310292,0.0001513392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984704,0.000355239,0.000001580626,0.0005279571,0.0001564629,0.0002323214,0.00001115317,0.00005804778,0.000186818],"genre_scores_gemma":[0.998225,0.00006703649,0.001536352,0.00005744219,0.00003004853,0.00001153411,0.000002060601,0.00001560512,0.0000549336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00571761,"threshold_uncertainty_score":0.5350646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225337325634078,"score_gpt":0.2242854137594189,"score_spread":0.2020320405030781,"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."}}