{"id":"W4415947528","doi":"10.1002/advs.202506157","title":"Multifunctional Thermoplastic Paper Enabled by Plant‐Cell‐Derived Additives: A Paradigm of Paper‐Based “Modern Alchemy”","year":2025,"lang":"en","type":"article","venue":"Advanced Science","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Program for New Century Excellent Talents in University; National Natural Science Foundation of China","keywords":"Cellulosic ethanol; Papermaking; Porosity; Pulp (tooth); Cellulose fiber; Raw material; Thermoplastic","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":[0.0001255352,0.0003470125,0.0001687144,0.0002243021,0.000138816,0.000478572,0.0003019848,0.0003729239,0.001032119],"category_scores_gemma":[0.0001208696,0.0001571571,0.0002599452,0.0001967491,0.000376986,0.0008158335,0.0004098489,0.0006317965,0.0004884532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002080747,"about_ca_system_score_gemma":0.0001133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006980384,"about_ca_topic_score_gemma":0.0001296521,"domain_scores_codex":[0.9999175,0.000009908626,0.000004345543,0.0000287314,0.00002412652,0.00001551859],"domain_scores_gemma":[0.9999325,0.00001378963,0.0000200426,0.00001397137,0.000007286163,0.00001239916],"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":[0.0000463127,0.00002233923,0.00009278909,0.0001868439,0.00001234808,0.0001524859,0.0000782175,0.0003581394,0.9776716,0.008077247,0.000239632,0.01306211],"study_design_scores_gemma":[0.000004817031,0.0001161841,0.0002285117,0.000008710373,0.0000113116,0.0002396998,0.00001443661,0.001040135,0.975107,0.0007449283,0.02247372,0.00001066615],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7711979,0.02871183,0.1593239,0.00079766,0.0008131284,0.00009842561,0.0004244588,0.001572433,0.03706026],"genre_scores_gemma":[0.9447846,0.00828449,0.03694979,0.0002229115,0.0001789568,0.00004278709,0.000177288,0.0001229006,0.009236315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001032119,"threshold_uncertainty_score":0.003452778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134858204751337,"score_gpt":0.2699832566101634,"score_spread":0.25863467456265,"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."}}