{"id":"W4237891896","doi":"10.21203/rs.3.rs-386714/v1","title":"Preparation and characterization of nanocellulose from Albizia lebbeck sawdust and their application in nanocomposites using poly(vinyl chloride) (PVC)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"La Cité Collégiale","funders":"Bangladesh Council of Scientific and Industrial Research","keywords":"Nanocellulose; Sawdust; Nanocomposite; Vinyl chloride; Characterization (materials science); Materials science; Polymer science; Polymer chemistry; Chemical engineering; Pulp and paper industry; Chemistry; Composite material; Organic chemistry; Nanotechnology; Polymer; Cellulose; Engineering; Copolymer","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":[0.0001423739,0.000212725,0.0001454621,0.0002560887,0.000168838,0.0002664362,0.0001063838,0.0002094703,0.0004642413],"category_scores_gemma":[0.0001707471,0.00008119952,0.0001897505,0.0002284583,0.0001399952,0.0002113063,0.00009791613,0.0004706774,0.00015719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001524146,"about_ca_system_score_gemma":0.0001476705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008869764,"about_ca_topic_score_gemma":0.001682553,"domain_scores_codex":[0.9999247,0.000007155531,0.000006716944,0.00002251647,0.00002465662,0.00001434894],"domain_scores_gemma":[0.9998795,0.00003084205,0.00002772564,0.00001608614,0.00002459679,0.00002125867],"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":[0.00001284104,0.00000670337,0.0000566004,0.000008344356,9.23101e-7,0.0000161245,0.000004688211,0.00004457367,0.9992781,0.00001156991,0.000002493141,0.0005570443],"study_design_scores_gemma":[0.000001355251,0.00004092225,0.001901016,0.00000142633,0.000005089145,0.00002980043,0.000007696445,0.00023166,0.9974261,0.00001113462,0.000341819,0.00000194864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934567,0.0007252251,0.004569335,0.00003652175,0.00001552478,0.00001837641,0.0001988182,0.00002704398,0.0009524539],"genre_scores_gemma":[0.9921393,0.0004043531,0.004962356,0.00002331949,0.000007256163,0.00001705097,0.0002818406,0.0000268627,0.002137719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008869764,"threshold_uncertainty_score":0.001763642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04592514492260601,"score_gpt":0.3649731561036192,"score_spread":0.3190480111810132,"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."}}