{"id":"W6990782750","doi":"","title":"Enhanced fire resistance of cellulosic fibers for green polymer composites","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Flame retardant materials and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cellulosic ethanol; Flammability; Cellulose fiber; Fire resistance; Composite number; Renewable resource; Fiber","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002408648,0.0001110696,0.0002284785,0.00001899603,0.00008117229,0.00002057825,0.0001761871,0.00004772841,0.001136421],"category_scores_gemma":[0.00001693318,0.00008619484,0.00005992916,0.00004674551,0.0001050198,0.0001712911,0.00004074709,0.00002356112,0.00007081828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001314755,"about_ca_system_score_gemma":0.0000177875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003755142,"about_ca_topic_score_gemma":0.000007408837,"domain_scores_codex":[0.9991267,0.00004789957,0.0002317897,0.0001426992,0.0001461742,0.0003047825],"domain_scores_gemma":[0.999495,0.00007514797,0.0001123181,0.0002054692,0.00005050964,0.000061605],"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":[0.0001628539,0.00002755743,0.00004657816,0.0002056749,0.000006202306,1.300527e-7,0.0005256116,8.254852e-7,0.9962566,0.001329491,0.001109485,0.0003290045],"study_design_scores_gemma":[0.000186593,0.000047778,0.000116423,0.00005927587,0.00001748681,5.692178e-7,0.00003005532,0.00001708632,0.9959367,0.0005439701,0.002921962,0.0001220976],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924242,0.001235443,0.0002255367,0.0002232903,0.0004525613,0.0001910203,0.0000837664,0.00003743994,0.005126697],"genre_scores_gemma":[0.9915715,0.00001877988,0.003820074,0.00005440258,0.0001666859,0.00003176739,0.000007563379,0.00001635217,0.004312844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003594538,"threshold_uncertainty_score":0.9997767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166192034781052,"score_gpt":0.2263701241714539,"score_spread":0.2097509206933487,"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."}}