{"id":"W4223503715","doi":"10.1016/j.ijbiomac.2022.04.037","title":"Sustainable paper coating with enhanced barrier properties based on esterified lignin and PBAT blend","year":2022,"lang":"en","type":"article","venue":"International Journal of Biological Macromolecules","topic":"Material Properties and Processing","field":"Engineering","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Lignin; Coating; Polyolefin; Petrochemical; Ultimate tensile strength; Chemical engineering; Wax; Composite material; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000200159,0.000118928,0.0001545225,0.00007548722,0.0001128495,0.0001207319,0.0002082644,0.00003104365,0.0002128494],"category_scores_gemma":[0.00005213403,0.00007301578,0.00003513654,0.00004698797,0.000055947,0.0001111253,0.00007677725,0.0001796366,8.535504e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006017786,"about_ca_system_score_gemma":0.0000292762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007246208,"about_ca_topic_score_gemma":5.333586e-7,"domain_scores_codex":[0.9991772,0.0000625745,0.0002466288,0.0001045697,0.0002489325,0.0001600824],"domain_scores_gemma":[0.9996397,0.00003752919,0.0000911078,0.00004721724,0.000133475,0.00005094985],"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":[0.001069644,0.00005434288,0.0002106243,0.00006006595,0.00008593131,0.0003222451,0.0003359167,0.03082124,0.9606729,0.0002876031,0.00009032872,0.00598912],"study_design_scores_gemma":[0.002270071,0.003183774,0.0006716872,0.0003546318,0.00002795212,0.0005031077,0.004165379,0.01371993,0.9626449,0.0009232798,0.01093229,0.0006029723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965008,0.0003748058,0.001000624,0.0003291019,0.0002143279,0.00007011698,0.000008438264,0.00003027088,0.001471495],"genre_scores_gemma":[0.9987414,0.00003571313,0.0005889955,0.0004323923,0.0000918251,0.00001287523,0.000003375705,0.00001372339,0.00007963071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710131,"threshold_uncertainty_score":0.2977497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118809820907591,"score_gpt":0.2051887347491521,"score_spread":0.193307752658393,"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."}}