{"id":"W2983837236","doi":"10.1007/s10570-019-02803-4","title":"Stabilization of Pickering emulsions with cellulose nanofibers derived from oil palm fruit bunch","year":2019,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":64,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Fundamental Research Funds for the Central Universities; State Key Laboratory of Pulp and Paper Engineering; Natural Science Foundation of Guangdong Province; Canada Excellence Research Chairs, Government of Canada","keywords":"Pickering emulsion; Emulsion; Materials science; Nanofiber; Cellulose; Chemical engineering; Palm oil; Nanocellulose; Salt (chemistry); 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002960131,0.0003534421,0.0005585199,0.0001372937,0.0001463205,0.0000568336,0.0004720112,0.0001188675,0.00258781],"category_scores_gemma":[0.0001167862,0.0002858796,0.00009994688,0.0004188758,0.0003586371,0.0003785018,0.0003685948,0.0001883847,0.0007539577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615491,"about_ca_system_score_gemma":0.0001457559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003279994,"about_ca_topic_score_gemma":0.00009151182,"domain_scores_codex":[0.9970827,0.0001659444,0.0005190688,0.0007554145,0.0008030545,0.0006738196],"domain_scores_gemma":[0.9979053,0.0004367291,0.0003049741,0.0008342891,0.0003062571,0.0002124325],"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":[0.000147062,0.0001357827,0.005632301,0.0001780682,0.00003552273,0.00001855996,0.001737606,0.0006052991,0.9901916,0.0001686448,0.00006891875,0.001080669],"study_design_scores_gemma":[0.001086487,0.0002181968,0.002056717,0.0001946006,0.00003786239,0.000001745934,0.001040594,0.0005466712,0.9930174,0.0003043693,0.001114383,0.0003810093],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902767,0.00088698,0.004212406,0.00007159603,0.0003556924,0.0003635797,0.00006863302,0.0001353574,0.003629047],"genre_scores_gemma":[0.9860879,0.0001891157,0.009206995,0.00002754912,0.00007662259,0.00004853006,0.00006593639,0.00006502116,0.004232339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004994589,"threshold_uncertainty_score":0.9999593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573827644297571,"score_gpt":0.2500021565984788,"score_spread":0.2342638801555031,"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."}}