{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001484672,0.00007411926,0.00009744202,0.00002559924,0.000172672,0.00004313993,0.0001486337,0.00001210696,0.004695374],"category_scores_gemma":[0.000008832345,0.00005396904,0.00001967022,0.000212176,0.00009241106,0.0000214922,0.0001209623,0.00005211183,0.000004926996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003788679,"about_ca_system_score_gemma":0.00003793738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006069135,"about_ca_topic_score_gemma":0.00002128178,"domain_scores_codex":[0.999316,0.00002456687,0.0001389587,0.0001471089,0.0001194377,0.0002539774],"domain_scores_gemma":[0.9993371,0.0002169908,0.00005331953,0.0001728947,0.0001747706,0.00004487315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001002988,0.00009349992,0.001877025,0.0001832428,0.00006898883,2.783139e-7,0.001147859,7.785329e-7,0.1981869,0.2475483,0.07636893,0.4744239],"study_design_scores_gemma":[0.0006623637,0.0003088441,0.004318698,0.00005742696,0.00001707649,7.680519e-8,0.01000134,0.001714613,0.8148516,0.02846524,0.1392687,0.0003339573],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7890618,0.0001652051,0.001103705,0.01742544,0.00001508331,0.00169519,0.00002206861,0.000008035469,0.1905035],"genre_scores_gemma":[0.8681415,0.000001021095,0.001074939,0.00002650946,0.00002807347,0.0003270801,0.000005292528,0.000005644277,0.1303899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6166647,"threshold_uncertainty_score":0.9962144,"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."}}