{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001373089,0.0004471952,0.0001920758,0.0002922503,0.0001437748,0.0003592591,0.0002804475,0.0004764311,0.001312111],"category_scores_gemma":[0.0001905951,0.0002132339,0.0003165911,0.0002663953,0.0001305378,0.0003734147,0.0002041461,0.0004737674,0.0004640962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001587268,"about_ca_system_score_gemma":0.000136596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003475864,"about_ca_topic_score_gemma":0.0009326666,"domain_scores_codex":[0.9998614,0.000007762884,0.00001020764,0.00003395031,0.00004897776,0.00003770974],"domain_scores_gemma":[0.9998622,0.00001338149,0.0000375533,0.0000118444,0.00004211606,0.00003299113],"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":[0.00003026215,0.00001145927,0.00006087629,0.00003149801,0.000005427247,0.00004973727,0.000007424275,0.00006292359,0.9987232,0.00004942001,0.0000270585,0.0009406405],"study_design_scores_gemma":[0.000003625393,0.00006830373,0.000681177,0.000002781852,0.0000112383,0.00005310787,0.000007038927,0.0005633874,0.9979232,0.00001084666,0.0006715061,0.000003917028],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913661,0.000879441,0.005483043,0.00004499709,0.00006470361,0.00001728098,0.0001064031,0.0001763439,0.001861592],"genre_scores_gemma":[0.9927245,0.0005106119,0.003279671,0.00004013601,0.00001063758,0.00001380012,0.0001379879,0.00003081752,0.003251761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001312111,"threshold_uncertainty_score":0.004389405,"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."}}