{"id":"W4385777625","doi":"10.1016/j.susmat.2023.e00694","title":"Flexible and green multilayer paper coating for barrier enhancement of paper packaging","year":2023,"lang":"en","type":"article","venue":"Sustainable materials and technologies","topic":"Nanocomposite Films for Food Packaging","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Food packaging; Composite material; Thermoplastic; Coating; Polymer; Scanning electron microscope; Mechanical engineering","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":[0.0001191722,0.0003872754,0.0001876555,0.0002660925,0.0001605697,0.0003899732,0.0002570694,0.0003385097,0.0009831912],"category_scores_gemma":[0.0001364566,0.0002154914,0.0002090762,0.0001618733,0.0001142626,0.0004215882,0.0003395717,0.0003877644,0.0003303328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001757531,"about_ca_system_score_gemma":0.00008601419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001987876,"about_ca_topic_score_gemma":0.0005973917,"domain_scores_codex":[0.9999086,0.000008474728,0.00000458579,0.00002233922,0.00003633058,0.00001971544],"domain_scores_gemma":[0.9999472,0.000007592522,0.00001348414,0.000006345387,0.00001469236,0.00001070103],"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":[0.00001564198,0.000008365909,0.00004594454,0.00004940594,0.000003572935,0.00003016826,0.00001003016,0.0001146712,0.9954991,0.0001724003,0.0001280567,0.003922575],"study_design_scores_gemma":[0.000002606892,0.00006409438,0.0006098825,0.000005309971,0.000008925348,0.00007736051,0.0000120187,0.002039261,0.9940397,0.00004670397,0.003088508,0.000005730868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8952743,0.01330513,0.0752373,0.0002634227,0.0004775116,0.00006738011,0.000329817,0.0007116819,0.01433356],"genre_scores_gemma":[0.9709787,0.002245033,0.01886094,0.00007054762,0.00003973064,0.00002327663,0.0001212944,0.00005653091,0.007603982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009831912,"threshold_uncertainty_score":0.003289044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174945055098259,"score_gpt":0.2536129427513193,"score_spread":0.2418634922003368,"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."}}