{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002507773,0.0001663831,0.0001886103,0.0001049316,0.0002537392,0.0001451114,0.0003453743,0.00002447585,0.000041483],"category_scores_gemma":[0.00007975179,0.0001449305,0.00002579543,0.0008058408,0.0003676568,0.0003397836,0.0002580525,0.0001060128,0.00007384508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003302129,"about_ca_system_score_gemma":0.00005654844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004120274,"about_ca_topic_score_gemma":5.588066e-7,"domain_scores_codex":[0.9983597,0.00001648674,0.0001682739,0.0004909378,0.0004212866,0.0005433104],"domain_scores_gemma":[0.9993137,0.0000523901,0.00003732131,0.0001728491,0.00005956916,0.0003642063],"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":[0.000006184082,0.000006699008,0.0000925842,0.00002972155,0.00000295578,0.00000846901,0.0004670607,0.001939435,0.9963568,0.00051623,0.00005033764,0.0005234853],"study_design_scores_gemma":[0.0001379626,0.00005346179,0.0001940981,0.00002206955,0.000004328714,0.000004624327,0.00003116654,0.04718328,0.9515056,0.000005052949,0.0006771974,0.0001811574],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887799,0.00410872,0.005365204,0.0007166211,0.0001642712,0.0001263661,0.000007707469,0.0002442151,0.0004869853],"genre_scores_gemma":[0.995554,0.00007300832,0.003909063,0.0001270126,0.00007598331,0.00001156548,0.000001166563,0.00001434764,0.0002338544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04524384,"threshold_uncertainty_score":0.5910093,"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."}}