{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005201282,0.0002208187,0.0002370284,0.0005058756,0.0006726073,0.000572918,0.0002682298,0.0006065872,0.03062194],"category_scores_gemma":[0.001386318,0.0001399376,0.0002161237,0.0001876766,0.0001414043,0.0007199497,0.0002418415,0.0003758862,0.006579242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256914,"about_ca_system_score_gemma":0.000472788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006085447,"about_ca_topic_score_gemma":0.001742978,"domain_scores_codex":[0.9996988,0.0000314352,0.00001134848,0.00003948358,0.0001645951,0.00005439861],"domain_scores_gemma":[0.9987424,0.0001672294,0.0001292849,0.00007197203,0.0007861438,0.0001029185],"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":[0.0005110558,0.0001960561,0.004105451,0.0003923021,0.00001809066,0.0005221292,0.0002345406,0.0004063598,0.8666038,0.001316876,0.01159453,0.1140988],"study_design_scores_gemma":[0.00003753637,0.0003233932,0.01091395,0.00004258022,0.00003272519,0.0004389641,0.0002432947,0.002515403,0.9359511,0.0003320618,0.04914469,0.000024445],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148996,0.001589057,0.007174447,0.00177975,0.001089674,0.0002833166,0.0002896764,0.000464175,0.07243017],"genre_scores_gemma":[0.8588583,0.001092778,0.007119193,0.0002738085,0.0002286866,0.00005970633,0.0003122299,0.000224459,0.1318307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03062194,"threshold_uncertainty_score":0.1024406,"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."}}