{"id":"W4385357179","doi":"10.1016/j.cis.2023.102970","title":"Nanocellulose-stabilized Pickering emulsions: Fabrication, stabilization, and food applications","year":2023,"lang":"en","type":"review","venue":"Advances in Colloid and Interface Science","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":139,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Nanocellulose; Pickering emulsion; Materials science; Nanotechnology; Cellulose; Chemical engineering; Nanoparticle; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001228602,0.000430366,0.001024988,0.0005463395,0.0007295341,0.0002410945,0.0008610786,0.0001033172,0.00002781598],"category_scores_gemma":[0.001503858,0.0003541958,0.0000619448,0.00287111,0.002473451,0.001361614,0.001113803,0.000291727,0.00005876252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392097,"about_ca_system_score_gemma":0.0003919072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007019802,"about_ca_topic_score_gemma":0.00008546929,"domain_scores_codex":[0.996296,0.0001340141,0.0008655953,0.001393901,0.0006065061,0.0007039633],"domain_scores_gemma":[0.9975967,0.0008691839,0.0003844273,0.0006023602,0.0003419869,0.0002053471],"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":[0.00001630285,0.0001734982,0.0001082779,0.0241319,0.00002820388,0.000001911752,0.001315279,0.0003286178,0.02098905,0.005832561,0.00005123989,0.9470232],"study_design_scores_gemma":[0.0002553668,0.0001557618,0.000007412767,0.004810627,0.00004440206,0.00001101833,0.0008998981,0.0001951343,0.00258895,0.003291504,0.9871247,0.0006151701],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003411033,0.9900453,0.006737001,0.00002660102,0.0002785171,0.001981957,0.00007941503,0.000143122,0.0003669569],"genre_scores_gemma":[0.003644592,0.9920487,0.002546484,0.000007592253,0.00005356947,0.001322243,0.000006507186,0.00004350449,0.0003268171],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9870735,"threshold_uncertainty_score":0.999891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04888098483227308,"score_gpt":0.3882535033250175,"score_spread":0.3393725184927444,"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."}}