{"id":"W2791379077","doi":"10.15376/biores.13.2.zhang","title":"Regenerated cellulose by the Lyocell process, a brief review of the process and properties","year":2018,"lang":"en","type":"review","venue":"BioResources","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Lyocell; Viscose; Cellulose; Cellulose fiber; Materials science; Fiber; Regenerated cellulose; Environmentally friendly; Polymer science; Pulp and paper industry; Composite material; Chemical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00111871,0.0005632843,0.001471802,0.00004930811,0.0004570156,0.0001073881,0.001532699,0.0001662181,0.00009355526],"category_scores_gemma":[0.0008189584,0.0002232026,0.0002326389,0.0007298398,0.002328938,0.0001053335,0.0005868808,0.0003179092,0.0000389028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004797032,"about_ca_system_score_gemma":0.0003839172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003077466,"about_ca_topic_score_gemma":0.000005778432,"domain_scores_codex":[0.996399,0.0006377268,0.0008464193,0.0007246801,0.0008632667,0.0005289178],"domain_scores_gemma":[0.9974754,0.0001809748,0.0009821713,0.0008312356,0.0004352149,0.0000949426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000258744,0.0001541053,0.000008992125,0.8542093,0.0001770509,0.000004703198,0.001220298,3.614664e-7,0.002325917,0.00002745883,0.03529138,0.1065546],"study_design_scores_gemma":[0.00006987546,0.00005882008,3.397355e-7,0.09376308,0.0003148882,0.00001943222,0.00007815003,0.000002233198,0.01734739,0.00002428104,0.8880352,0.0002862553],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001018917,0.9956564,0.000001865673,0.0002148839,0.00009684775,0.002303189,0.0001321607,0.00005376985,0.0005219241],"genre_scores_gemma":[0.0001962963,0.99636,0.00001825836,0.0001184862,0.0001894563,0.0004647592,0.00001384231,0.00006181384,0.002577062],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8527439,"threshold_uncertainty_score":0.9101937,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395018727731635,"score_gpt":0.3189988684563993,"score_spread":0.2750486811790829,"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."}}