{"id":"W4281626693","doi":"10.3390/polym14112286","title":"Facile Fabrication of Cellulose Nanofibrils/Chitosan Beads as the Potential pH-Sensitive Drug Carriers","year":2022,"lang":"en","type":"article","venue":"Polymers","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Chitosan; Tetracycline Hydrochloride; Cellulose; Dissolution; Chemical engineering; Materials science; Swelling; Drug carrier; Composite number; Nuclear chemistry; Diclofenac Sodium; Nanofiber; Chemistry; Chromatography; Nanotechnology; Drug delivery; Composite material; Tetracycline","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":[0.0002317498,0.000427951,0.0001908086,0.0002991725,0.0001185037,0.0001826962,0.0002124783,0.0003230654,0.0005864392],"category_scores_gemma":[0.0001629128,0.0001713937,0.0002476216,0.0001410699,0.0001588613,0.0002324693,0.0001415259,0.0002602949,0.0002227672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003702387,"about_ca_system_score_gemma":0.0003069774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603915,"about_ca_topic_score_gemma":0.003521065,"domain_scores_codex":[0.9998934,0.00001071889,0.00001067588,0.00002478341,0.00003531639,0.00002505196],"domain_scores_gemma":[0.9999233,0.00001285097,0.00002801754,0.000006196286,0.00001397284,0.0000156871],"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":[0.00002625843,0.00001343053,0.00005607822,0.00006371352,0.000004220637,0.00004043059,0.00000771401,0.0002075988,0.9962164,0.0001540448,0.00004898123,0.003161028],"study_design_scores_gemma":[0.00001014433,0.00006324543,0.0006262836,0.000004568908,0.000006901471,0.00005369521,0.000003798462,0.001256331,0.996316,0.00001687815,0.001635909,0.000006316317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9119701,0.00801174,0.07271753,0.000289061,0.0001317514,0.0003422114,0.000598475,0.0006128522,0.005326157],"genre_scores_gemma":[0.9353089,0.002370523,0.05813057,0.0001051994,0.00002744034,0.0001989137,0.0003225065,0.00003336645,0.0035025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001603915,"threshold_uncertainty_score":0.003189147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009575129071666539,"score_gpt":0.2551499230927544,"score_spread":0.2455747940210879,"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."}}