{"id":"W2020345401","doi":"10.1016/j.compositesa.2012.01.016","title":"Transparent bacterial cellulose–boehmite–epoxi-siloxane nanocomposites","year":2012,"lang":"en","type":"article","venue":"Composites Part A Applied Science and Manufacturing","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Bacterial cellulose; Membrane; Crystallinity; Cellulose; Ultimate tensile strength; Boehmite; Materials science; Siloxane; Nanocomposite; Chemical engineering; Polymer; Young's modulus; Composite material; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001249174,0.0003932534,0.00044593,0.0002261006,0.001189364,0.0003865844,0.0006737192,0.00007043766,0.0002696387],"category_scores_gemma":[0.00003787175,0.0003294854,0.00005950965,0.0002690349,0.001372926,0.001011402,0.0006151568,0.0002201576,0.0002621665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644813,"about_ca_system_score_gemma":0.00007461075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001558009,"about_ca_topic_score_gemma":0.000003918462,"domain_scores_codex":[0.9961441,0.00004903022,0.0004266415,0.0007708966,0.001049773,0.001559521],"domain_scores_gemma":[0.998452,0.0002561314,0.0001427543,0.0004559666,0.00008476454,0.0006083579],"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":[0.00006375539,0.0001018848,0.000353769,0.00006179639,0.000009286219,0.000004074088,0.0008475182,0.0000441364,0.9945678,0.0007821125,0.0001542396,0.003009659],"study_design_scores_gemma":[0.0004035329,0.00005475032,0.002875569,0.00003462443,0.00002429988,0.00002105465,0.0001581572,0.00005163434,0.97811,0.0001815718,0.01766795,0.0004169244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903523,0.0008641224,0.001302956,0.0001204531,0.0006657811,0.0005455243,0.00001421395,0.0001986118,0.005936073],"genre_scores_gemma":[0.9949494,0.0001229906,0.004061337,0.000101916,0.000472364,0.0001072308,0.00001093859,0.00002710272,0.0001467149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01751371,"threshold_uncertainty_score":0.9999157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027142094471088,"score_gpt":0.2737286655911044,"score_spread":0.2434572446463935,"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."}}