{"id":"W7057381852","doi":"","title":"The innovative and sustainable approaches to enhance fire resistance of cellulosic fibers for green polymer composites","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cellulosic ethanol; Flammability; Cellulose fiber; Fire resistance; Composite number; Renewable resource; Renewable energy","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":[0.000261757,0.0003590327,0.0002006761,0.0004571625,0.0002754406,0.0002828111,0.0002497311,0.0003842466,0.0007681462],"category_scores_gemma":[0.0001180239,0.0001659384,0.0004268466,0.0002385679,0.00023601,0.000566566,0.0002046188,0.000750067,0.0002169503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000305853,"about_ca_system_score_gemma":0.000278388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002789087,"about_ca_topic_score_gemma":0.0009943728,"domain_scores_codex":[0.9998649,0.0000200117,0.000007639061,0.00002210351,0.00006390212,0.00002145701],"domain_scores_gemma":[0.9999418,0.00001088545,0.00001913039,0.000005355362,0.00001412981,0.00000865537],"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":[0.00002214805,0.00005206005,0.000137961,0.0002049799,0.00001061336,0.00006507141,0.00003834138,0.0007034592,0.983557,0.002325025,0.00007141859,0.01281185],"study_design_scores_gemma":[0.000007632062,0.0001802833,0.0005955437,0.00001716114,0.00001418519,0.0001572327,0.0000265576,0.002668586,0.9873465,0.0006960141,0.008277683,0.00001250734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.800974,0.03741268,0.1446356,0.0009240097,0.0002878649,0.0002338726,0.0001429775,0.0001982913,0.01519068],"genre_scores_gemma":[0.9111891,0.01556285,0.06781215,0.0001894976,0.00005078189,0.0001130203,0.00009908243,0.00003546629,0.004948009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007681462,"threshold_uncertainty_score":0.002569735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01766351498477223,"score_gpt":0.2415511460117771,"score_spread":0.2238876310270048,"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."}}