{"id":"W3006619411","doi":"","title":"Cellulose nanocrystal (CNC)–inorganic hybrid systems: synthesis, properties and applications","year":2018,"lang":"en","type":"article","venue":"Journal of Materials Chemistry","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nanomaterials; Materials science; Surface modification; Nanotechnology; Nanocrystal; Cellulose; Drug delivery; Chemical 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":[],"consensus_categories":[],"category_scores_codex":[0.0007624419,0.0001946934,0.0004493085,0.00003859683,0.0002009602,0.0002128396,0.0003524003,0.0000607801,0.0005206526],"category_scores_gemma":[0.0004104045,0.0001435314,0.00004221913,0.00006753961,0.0004805933,0.0002633784,0.000213057,0.00009831816,0.00007035009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009973394,"about_ca_system_score_gemma":0.0001264155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007555765,"about_ca_topic_score_gemma":1.919868e-7,"domain_scores_codex":[0.9982792,0.00008775565,0.0006464405,0.0002331285,0.0004138996,0.0003395445],"domain_scores_gemma":[0.9984877,0.000120187,0.0005311024,0.0002628899,0.0004392335,0.0001588558],"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":[0.00008941923,0.00004851701,0.00001023952,0.000591165,0.00002827077,0.00002167481,0.00006143239,0.000002168885,0.9985136,0.00001806302,0.0005173965,0.00009808678],"study_design_scores_gemma":[0.0001668653,0.00005090889,0.00001205089,0.0002679013,0.00003718618,0.0005036154,0.0002882029,0.000002310086,0.9936013,0.00009817609,0.004815038,0.0001564878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955517,0.002752255,0.0006263279,0.00007281892,0.0002426923,0.0001887387,0.00005984449,0.00003267648,0.0004729113],"genre_scores_gemma":[0.9969231,0.0004155675,0.000548123,0.000009827805,0.001511273,0.00004579872,0.00000108015,0.00002699734,0.0005181883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004912309,"threshold_uncertainty_score":0.5853039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980615339438499,"score_gpt":0.2442742640656169,"score_spread":0.2244681106712319,"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."}}