{"id":"W7009589648","doi":"","title":"Enhance 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":"Fire resistance; Polymer; Cellulosic ethanol; Cellulose fiber; Cellulose","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":[0.0002716674,0.0001130677,0.0002258986,0.00001801594,0.00008481631,0.00002159943,0.0001924027,0.00004703862,0.001044251],"category_scores_gemma":[0.00001769128,0.00008853762,0.00005817079,0.00004827918,0.0001157941,0.00018744,0.00004359142,0.000025507,0.00008044775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001322,"about_ca_system_score_gemma":0.0000181214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004767972,"about_ca_topic_score_gemma":0.00000839092,"domain_scores_codex":[0.9990991,0.00004939732,0.0002354307,0.000151139,0.0001521955,0.0003126791],"domain_scores_gemma":[0.9994712,0.00007994124,0.0001171417,0.0002198371,0.00004986762,0.00006198145],"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":[0.0001349727,0.00002853491,0.000133792,0.0002295178,0.000005630788,1.982121e-7,0.0004135888,6.378366e-7,0.9953738,0.00118724,0.002144499,0.0003476117],"study_design_scores_gemma":[0.0001181141,0.00004376239,0.0001415135,0.0000659233,0.00001609145,8.335642e-7,0.00002202635,0.00001849075,0.9916123,0.0005798699,0.0072571,0.0001239336],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925582,0.002196415,0.0001225451,0.0003338436,0.000460409,0.0001840044,0.00009344647,0.00003676059,0.004014331],"genre_scores_gemma":[0.9891633,0.00002577629,0.004878784,0.00006287386,0.000180447,0.00003041886,0.000006539448,0.0000165246,0.005635354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005112601,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01544146263246174,"score_gpt":0.2334956148948582,"score_spread":0.2180541522623965,"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."}}