{"id":"W4404858327","doi":"10.1007/s10570-024-06293-x","title":"Influence of morphological diversity of cellulose nanocrystals and nanospheres on nanocomposites with chitosan","year":2024,"lang":"en","type":"article","venue":"Cellulose","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut National de la Recherche Scientifique","funders":"","keywords":"Chitosan; Nanocomposite; Cellulose; Materials science; Nanocrystal; Chemical engineering; Nanotechnology","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":[0.0003193622,0.0003645645,0.0001803605,0.0002278557,0.0001803797,0.0004024286,0.0002112524,0.0002111917,0.00119562],"category_scores_gemma":[0.0006924496,0.0002107446,0.0001886648,0.0002368127,0.0002551015,0.0003607551,0.0001962771,0.0003292173,0.0001525227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004260661,"about_ca_system_score_gemma":0.000234574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780052,"about_ca_topic_score_gemma":0.002944373,"domain_scores_codex":[0.9997178,0.00004296772,0.00003041386,0.00007125198,0.00006806106,0.00006957118],"domain_scores_gemma":[0.9994863,0.0002233741,0.0001082346,0.0000307041,0.00008791998,0.00006341329],"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":[0.0001594757,0.00002246915,0.0001120962,0.00003257327,0.000007614359,0.00003207132,0.00003291887,0.0001299683,0.9986916,0.00004385286,0.00001554122,0.0007196928],"study_design_scores_gemma":[0.00000621185,0.00006314208,0.0005544384,0.000001811973,0.000009377816,0.00001298813,0.00001251173,0.0003554892,0.9988278,0.000004999728,0.000148325,0.000002929489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980585,0.0002666356,0.0004088335,0.00001663031,0.00001119348,0.000008841172,0.00004516049,0.0000142034,0.001169872],"genre_scores_gemma":[0.9985715,0.0002229667,0.0006115462,0.00001413523,0.000006581313,0.0000115032,0.000043423,0.00001700513,0.0005014458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001780052,"threshold_uncertainty_score":0.00399971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484439149000941,"score_gpt":0.2552527743210685,"score_spread":0.2404083828310591,"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."}}