{"id":"W2970037191","doi":"10.1007/s10570-019-02719-z","title":"Ultrasonic treatment for enhancing the accessibility and reactivity of softwood rayon-grade kraft-based dissolving pulp","year":2019,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Viscose; Dissolving pulp; Softwood; Pulp (tooth); Kraft process; Materials science; Dissolution; Composite material; Cellulose; Pulp and paper industry; Crystallinity; Kraft paper; Cellulose fiber; Ultrasonic sensor; Chemical engineering; Fiber","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":[0.0002072587,0.0002191184,0.00016048,0.0001464547,0.0001449078,0.0002224605,0.0002006895,0.0002154211,0.001564025],"category_scores_gemma":[0.0002177976,0.0001166212,0.0001461963,0.0001648206,0.0001753597,0.0002210928,0.0001661704,0.0003822721,0.000213334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888538,"about_ca_system_score_gemma":0.0002122275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008499569,"about_ca_topic_score_gemma":0.001623166,"domain_scores_codex":[0.9998884,0.00001522043,0.000008384258,0.0000227959,0.00003158768,0.00003358546],"domain_scores_gemma":[0.99992,0.00002882005,0.00001703084,0.000006920956,0.00001633802,0.00001083329],"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":[0.00008805434,0.00001913473,0.000137515,0.00005690667,0.000003381925,0.00003316315,0.0000413607,0.00009030528,0.995532,0.0001048285,0.00002744339,0.003865957],"study_design_scores_gemma":[0.000002466459,0.0001104454,0.0006725062,0.000002061787,0.000008517407,0.00002632973,0.00002126477,0.0003237709,0.9983748,0.00001071036,0.0004443509,0.000002638957],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939585,0.001691087,0.002855384,0.00003457251,0.00001648028,0.00001264366,0.00002413083,0.00002418236,0.001383048],"genre_scores_gemma":[0.9956999,0.0008825794,0.001447253,0.00001925455,0.000006758242,0.00000675908,0.0000401586,0.000009103025,0.001888289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001564025,"threshold_uncertainty_score":0.005232215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02715177986925331,"score_gpt":0.3117130448945004,"score_spread":0.2845612650252471,"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."}}