{"id":"W4379805184","doi":"10.1515/res-2022-0031","title":"Some Practical Aspects of Nanocellulose Film: Characterization, Expansion and Shrinking Tests, and Techniques to Create Remoistenable Nanocellulose","year":2023,"lang":"en","type":"article","venue":"Restaurator International Journal for the Preservation of Library and Archival Material","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Nanocellulose; Materials science; Adhesive; Nanotechnology; Composite material; Cellulose; Polymer science; Chemical engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005263847,0.000561039,0.0002770862,0.0004897862,0.000344224,0.0003190487,0.00028481,0.0004179841,0.0008426576],"category_scores_gemma":[0.0006275349,0.0002169626,0.0003617547,0.0004666594,0.0002211162,0.0006057734,0.000197546,0.0006924288,0.0002530753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002588096,"about_ca_system_score_gemma":0.0001699639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001018559,"about_ca_topic_score_gemma":0.003002506,"domain_scores_codex":[0.9997393,0.00002986425,0.00002954547,0.00004953006,0.0001218915,0.00002973179],"domain_scores_gemma":[0.9995226,0.0001174517,0.0001151214,0.00005208103,0.0001484692,0.00004437511],"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":[0.00002026601,0.00002563863,0.0001824599,0.0001582325,0.00000354628,0.0001210221,0.00006975899,0.000103419,0.9955628,0.00006454728,0.00006169757,0.003626605],"study_design_scores_gemma":[0.000001803783,0.0001483725,0.001126027,0.00001123697,0.00001021696,0.0001000984,0.00006867203,0.0004582283,0.9962304,0.00002535252,0.001810012,0.000009550561],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9528894,0.007738016,0.03315887,0.0003807808,0.000163876,0.0003355044,0.0006051531,0.0002661089,0.004462141],"genre_scores_gemma":[0.9454047,0.004119274,0.04634897,0.0001141257,0.00003657931,0.0002559742,0.0003430582,0.000103438,0.003273904],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001018559,"threshold_uncertainty_score":0.002819002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03060322208967743,"score_gpt":0.3105405148691779,"score_spread":0.2799372927795005,"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."}}