{"id":"W4401206696","doi":"10.3390/coatings14080962","title":"Unbleached Nanofibrillated Cellulose as Additive and Coating for Kraft Paper","year":2024,"lang":"en","type":"article","venue":"Coatings","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Fundação de Amparo à Pesquisa do Estado de Mato Grosso; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Nanocellulose; Coating; Materials science; Ultimate tensile strength; Pulp (tooth); Cellulose; Kraft process; Composite material; Kraft paper; Thermal stability; Nanofiber; Food packaging; Chemical engineering; Pulp and paper industry; 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":[0.000478156,0.0001937099,0.0002461745,0.00006813285,0.0002748827,0.0002066658,0.0001155971,0.00006743944,0.0004424514],"category_scores_gemma":[0.000926483,0.0001637433,0.000057249,0.000199224,0.0002370135,0.0003521366,0.0002142515,0.00009523113,0.0001858271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006792547,"about_ca_system_score_gemma":0.00007898752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004746181,"about_ca_topic_score_gemma":0.000007969299,"domain_scores_codex":[0.9984242,0.00005589757,0.0002560971,0.0005216944,0.0002593085,0.0004828146],"domain_scores_gemma":[0.9983613,0.001159094,0.00006529379,0.0001495343,0.0001501742,0.0001146015],"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":[0.00002160058,0.00000717984,0.00001365227,0.0001925146,0.00001415993,0.00001858686,0.001596973,0.000004431288,0.9849293,0.002616147,0.002965539,0.007619972],"study_design_scores_gemma":[0.0003326575,0.0001883229,0.00002124017,0.0002544861,0.0000258081,0.00001796955,0.0008726567,0.001433942,0.9227139,0.004835812,0.06903887,0.0002643034],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832765,0.005089589,0.003090242,0.0008633643,0.0003755249,0.0008240968,0.000124589,0.0004987357,0.005857382],"genre_scores_gemma":[0.988005,0.0001468061,0.006546338,0.0001542479,0.0002151075,0.0001366001,0.00002620399,0.00004812188,0.004721591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06607333,"threshold_uncertainty_score":0.6677256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198875094303592,"score_gpt":0.3065760221192807,"score_spread":0.2866885126889215,"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."}}