{"id":"W4289517963","doi":"10.1021/acssuschemeng.2c03466","title":"High Barrier Sustainable Paper Coating Based on Engineered Polysaccharides and Natural Rubber","year":2022,"lang":"en","type":"article","venue":"ACS Sustainable Chemistry & Engineering","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coating; Materials science; Natural rubber; Polymer; Food packaging; Composite material; Coated paper; Polyurethane; Chemical engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006209339,0.0004587499,0.0003878352,0.000169057,0.000753785,0.0002901439,0.0004901995,0.00009300699,0.0009339725],"category_scores_gemma":[0.000353657,0.0005214281,0.00008784694,0.000556275,0.00005020633,0.0005239808,0.0006122523,0.0006366574,0.000005697467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006966135,"about_ca_system_score_gemma":0.0001644821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760435,"about_ca_topic_score_gemma":1.324396e-7,"domain_scores_codex":[0.9969774,0.00003446955,0.0003843643,0.0006733643,0.000550351,0.001380085],"domain_scores_gemma":[0.9987004,0.0002230149,0.0001183834,0.000564423,0.0001667281,0.0002270061],"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":[0.00004557055,0.00003268122,0.00005376305,0.0005356166,0.0000151551,0.0003206205,0.0002491715,0.134449,0.8627168,0.00137681,0.0001876098,0.00001725052],"study_design_scores_gemma":[0.0008351689,0.00006278756,0.00006759343,0.00003682862,0.00003347293,0.00006482061,0.003564704,0.009687803,0.9752337,0.00009569035,0.009671715,0.0006457636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973875,0.0005153494,0.0002531742,0.000269274,0.0002290141,0.0003700211,0.00002536351,0.0004716975,0.0004786542],"genre_scores_gemma":[0.9907602,0.000002249792,0.001566383,0.0001920833,0.000155195,0.000231858,0.00005430877,0.0001124712,0.00692526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1247612,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002366174262024592,"score_gpt":0.1773064103759833,"score_spread":0.1749402361139587,"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."}}