{"id":"W2731606776","doi":"10.24867/jged-2017-1-039","title":"Use of nanoparticle binders for paper coatings: a review","year":2017,"lang":"en","type":"review","venue":"Journal of Graphic Engineering and Design","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"EcoSynthetix (Canada)","funders":"Türkiye Bilimsel ve Teknolojik Araştırma Kurumu","keywords":"Biopolymer; Coating; Starch; Materials science; Biodegradation; Modified starch; Polymer; Nanoparticle; Pulp and paper industry; Process engineering; Nanotechnology; Composite material; Chemistry; Organic chemistry; Engineering","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":[0.0004886676,0.00109103,0.001052265,0.003860876,0.0003158224,0.0008106012,0.000703562,0.001009044,0.003120103],"category_scores_gemma":[0.0006965954,0.0004217333,0.0005610556,0.002453048,0.0003036871,0.00129301,0.0005118562,0.001033394,0.001438465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465152,"about_ca_system_score_gemma":0.0007240708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009837511,"about_ca_topic_score_gemma":0.001641033,"domain_scores_codex":[0.9997347,0.00002792674,0.00004800989,0.00005140684,0.0001163849,0.00002145682],"domain_scores_gemma":[0.9995875,0.0001946342,0.00007852662,0.00001068437,0.0001026093,0.00002605258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005377263,0.0001402463,0.0002250591,0.04257431,0.0001061609,0.0003148048,0.00008904466,0.0004241307,0.007146437,0.002336977,0.01420581,0.9323832],"study_design_scores_gemma":[0.00001263145,0.0001757475,0.0008529766,0.004745964,0.0001646765,0.001859853,0.00006949666,0.0001513572,0.003294786,0.0007724072,0.9878731,0.0000269919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002465543,0.9985875,0.0001527726,0.00007352778,0.0001245688,0.000006412286,0.00001274793,0.000006426979,0.0007894253],"genre_scores_gemma":[0.001250124,0.9977102,0.0003008913,0.00006471539,0.00008953194,0.000007648697,0.00002264301,0.000001720337,0.0005524637],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003860876,"threshold_uncertainty_score":0.01043773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059453137556997,"score_gpt":0.3739220166619098,"score_spread":0.1679767029062101,"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."}}