{"id":"W2034270191","doi":"10.1016/j.carbpol.2011.11.020","title":"Bacterial cellulose reinforced polyurethane-based resin nanocomposite: A study of how ethanol and processing pressure affect physical, mechanical and dielectric properties","year":2011,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Nanocomposite; Cellulose; Bacterial cellulose; Dielectric; Polyurethane; Materials science; Composite material; Ethanol; Suspension (topology); Chemical engineering; Chemistry; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003081215,0.000378747,0.0006278136,0.0002057254,0.0002490511,0.0001153618,0.000264631,0.0001087638,0.00001958077],"category_scores_gemma":[0.0001327504,0.0002918424,0.00005818151,0.0004076364,0.0005306997,0.0003598698,0.0002635113,0.0002173449,0.000001526755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003019329,"about_ca_system_score_gemma":0.0001304909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002388625,"about_ca_topic_score_gemma":0.00001385475,"domain_scores_codex":[0.9975577,0.0003884587,0.0002956238,0.0006514127,0.0004857722,0.0006210501],"domain_scores_gemma":[0.9989423,0.0001206566,0.0002519234,0.0003535705,0.0001262377,0.000205384],"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":[0.0009253559,0.0002025942,0.00005563807,0.0003446885,0.0000570481,0.00002215628,0.006354016,0.000009470049,0.9911132,0.00002376042,0.000003578982,0.0008885274],"study_design_scores_gemma":[0.001513918,0.001620007,0.0001551374,0.0001229201,0.0001460981,0.00000343476,0.0008114272,0.003333617,0.9919338,0.00002081054,0.000007111436,0.0003316941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996044,0.002288618,0.0001059487,0.0000651383,0.0001001964,0.001155588,0.00001108359,0.0001018067,0.0001275948],"genre_scores_gemma":[0.9992335,0.00003501859,0.0002131276,0.00001367698,0.000074426,0.0001355407,0.000002531916,0.00004662379,0.0002455033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005542589,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02903534566162845,"score_gpt":0.2562886708625139,"score_spread":0.2272533252008855,"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."}}