{"id":"W3139452388","doi":"10.1021/acsabm.0c01664","title":"Interaction of Carboxyalkylated Cellulose Nanocrystals and Antibiotics","year":2021,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Canada Foundation for Innovation; Northern Ontario Heritage Fund Corporation","keywords":"Adsorption; Quartz crystal microbalance; Hydrogen bond; X-ray photoelectron spectroscopy; Cellulose; Materials science; Antibiotics; Chemical engineering; Contact angle; Nanocrystal; Chemistry; Nanotechnology; Organic chemistry; Molecule; Composite material; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.00039778,0.0001974065,0.0004610765,0.00006900349,0.0000907565,0.00009934323,0.0001381947,0.0001013356,0.0004447612],"category_scores_gemma":[0.0001166433,0.0001734822,0.00002302257,0.0001935135,0.0002270834,0.0001191341,0.000392384,0.00006332455,0.00006255238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003894416,"about_ca_system_score_gemma":0.00005472798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003222936,"about_ca_topic_score_gemma":0.000005107263,"domain_scores_codex":[0.9983812,0.00009270236,0.0004759536,0.0004162155,0.0002811105,0.0003528465],"domain_scores_gemma":[0.9990592,0.0001308926,0.0002302029,0.0003284527,0.0001756339,0.00007562664],"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":[0.00007560089,0.00005908304,0.00002544429,0.0002086716,0.00002442669,0.00002058396,0.0001635672,0.000005391085,0.9971727,0.001770784,0.00009536145,0.0003783676],"study_design_scores_gemma":[0.000339905,0.00003838455,0.000266383,0.00004857975,0.00002360409,0.00001231439,0.0003053525,0.000001475006,0.9972029,0.0008061142,0.0007797195,0.0001753232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975021,0.0003723782,0.0000945467,0.00005984086,0.0003637634,0.000240939,0.00009518018,0.0000622602,0.00120898],"genre_scores_gemma":[0.9976431,0.000524128,0.001427925,0.00003335725,0.00008034331,0.000004777865,0.00003910906,0.00002501809,0.0002222314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001333378,"threshold_uncertainty_score":0.7074399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794742123219499,"score_gpt":0.2758737782296374,"score_spread":0.2579263569974424,"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."}}