{"id":"W2062544453","doi":"10.1007/s10570-014-0283-6","title":"Stability and efficiency improvement of ASA in internal sizing of cellulosic paper by using cationically modified cellulose nanocrystals","year":2014,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Tianjin Science and Technology Committee; Beijing Municipal Science and Technology Commission; Canada Research Chairs","keywords":"Cationic polymerization; Succinic anhydride; Sizing; Materials science; Cellulose; Starch; Chemical engineering; Emulsion; Aspartame; Polymer chemistry; Organic chemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000273076,0.0002690627,0.0001627592,0.0001200703,0.0001397242,0.0002708892,0.0002029986,0.0002125845,0.000482477],"category_scores_gemma":[0.0002466796,0.0001358537,0.0002892381,0.0001477184,0.0001763001,0.0002534131,0.0001562116,0.0003373816,0.0001639369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002880385,"about_ca_system_score_gemma":0.0001670876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000907095,"about_ca_topic_score_gemma":0.0009489562,"domain_scores_codex":[0.9998786,0.0000122608,0.00001381352,0.00003518194,0.0000324363,0.00002765191],"domain_scores_gemma":[0.9998724,0.00002782896,0.00003448141,0.00001854824,0.00003123037,0.00001544381],"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":[0.00008560441,0.000009373197,0.000114649,0.00001777448,0.000003427241,0.00001840643,0.0000180209,0.00008970684,0.9981616,0.0001063239,0.00001714894,0.001358006],"study_design_scores_gemma":[0.000001622931,0.00002484212,0.0002209749,3.338122e-7,0.00000252975,0.000008230299,0.00000247436,0.0004095545,0.9992042,0.000004164986,0.0001197528,0.000001343316],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969223,0.0003963271,0.001901106,0.00002103856,0.00001634583,0.000004642722,0.00003424679,0.0000143101,0.0006896494],"genre_scores_gemma":[0.997759,0.0001724015,0.001013656,0.000007512909,0.000006100186,0.000004043313,0.00004803823,0.000008286787,0.0009810594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000907095,"threshold_uncertainty_score":0.002089858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185927520345829,"score_gpt":0.2767401986228172,"score_spread":0.2548809234193589,"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."}}