{"id":"W3014944979","doi":"10.1002/pen.25370","title":"Biocompatible regenerated cellulose/halloysite nanocomposite fibers","year":2020,"lang":"en","type":"article","venue":"Polymer Engineering and Science","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Universiti Teknologi Malaysia","keywords":"Nanocomposite; Halloysite; Materials science; Thermal stability; Cellulose; Regenerated cellulose; Composite material; Fourier transform infrared spectroscopy; Polymer; Ionic liquid; Cellulose fiber; Spinning; Chemical engineering; Fiber; Catalysis; Chemistry; Organic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001650965,0.0003096357,0.0001317561,0.0002473765,0.00008438397,0.0001947155,0.0001414753,0.0002663326,0.0008772873],"category_scores_gemma":[0.0001526278,0.000122228,0.0001468264,0.0001146817,0.0001220934,0.0002517627,0.0001108205,0.0001860156,0.0002036672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757459,"about_ca_system_score_gemma":0.0001139373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004630159,"about_ca_topic_score_gemma":0.001248335,"domain_scores_codex":[0.9999285,0.000007321714,0.0000058521,0.00001986744,0.00002338475,0.00001513013],"domain_scores_gemma":[0.9998472,0.00003106267,0.00004102902,0.00001435901,0.00002925539,0.00003718304],"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":[0.00002435744,0.000009283145,0.00006884469,0.00002133592,0.000002938265,0.00003950395,0.000004758576,0.0000922844,0.9985922,0.00003363131,0.00001077676,0.00109992],"study_design_scores_gemma":[0.000006167261,0.00007870243,0.001190777,0.000003006217,0.000007329925,0.0000696571,0.000007665266,0.0006084881,0.9972708,0.00001352496,0.0007409266,0.000002886832],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929316,0.0006976115,0.004441988,0.00003083112,0.00002887039,0.00001614264,0.0001378466,0.000115934,0.001599141],"genre_scores_gemma":[0.9925469,0.000296186,0.004305871,0.00002191723,0.00001344831,0.00001150048,0.0001255725,0.00002105967,0.002657498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008772873,"threshold_uncertainty_score":0.002934813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670806184284361,"score_gpt":0.2408079131089212,"score_spread":0.2240998512660776,"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."}}