{"id":"W4403997649","doi":"10.1016/j.carbpol.2024.122942","title":"A deep eutectic solvent with bifunctional acid sites treatment to upgrade a bamboo kraft pulp into a cellulose-acetate grade dissolving pulp","year":2024,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Dissolving pulp; Kraft process; Bifunctional; Bamboo; Pulp and paper industry; Cellulose; Pulp (tooth); Chemistry; Dissolution; Kraft paper; Deep eutectic solvent; Upgrade; Solvent; Organic chemistry; Eutectic system; Nuclear chemistry; Chemical engineering; Materials science; Composite material; Dentistry; Engineering; Catalysis; Alloy; Computer science; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002580462,0.0006553198,0.0005754064,0.0005013404,0.0004816714,0.0004370447,0.0003625873,0.00009364551,0.0004213038],"category_scores_gemma":[0.00007400646,0.0004854811,0.0002216759,0.001207367,0.000392662,0.000471019,0.0002635787,0.0002612401,0.0005553742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020874,"about_ca_system_score_gemma":0.0002834772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005452427,"about_ca_topic_score_gemma":0.0005352692,"domain_scores_codex":[0.9959919,0.0001632253,0.0004579629,0.001234025,0.0008350189,0.001317828],"domain_scores_gemma":[0.9983906,0.0002440649,0.0000968836,0.000553973,0.00009012657,0.0006243638],"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":[0.0001431955,0.0001235238,0.0001133487,0.0001567259,0.0002641505,0.0004682858,0.004399315,0.001188952,0.9901771,0.0003272665,0.00006847374,0.002569696],"study_design_scores_gemma":[0.000628278,0.00105757,0.0001104943,0.0002189099,0.0002126589,0.00004940055,0.001393128,0.006655735,0.9856827,0.0004926877,0.002740146,0.0007582453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667751,0.01619639,0.01070611,0.002909131,0.0009510081,0.001092278,0.00005142349,0.0006656595,0.000652882],"genre_scores_gemma":[0.9937256,0.0002802959,0.002488561,0.0001262244,0.0002974723,0.0007554688,0.0000371646,0.0001224944,0.002166737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02695047,"threshold_uncertainty_score":0.9997597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158704410231957,"score_gpt":0.2799718472490023,"score_spread":0.2583848031466827,"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."}}