{"id":"W4406938336","doi":"10.1002/cplu.202400648","title":"Solvent Effect on Antimicrobial Hydrophilic Xerogel Coating of Medicinal Leathers in Simulated Industrial Finishing Process","year":2025,"lang":"en","type":"article","venue":"ChemPlusChem","topic":"biodegradable polymer synthesis and properties","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pyrogenesis (Canada)","funders":"","keywords":"Materials science; Biofilm; Chemical engineering; Coating; Antimicrobial; Enterococcus faecalis; Polymer; Benzalkonium chloride; Chemistry; Polymer chemistry; Nanotechnology; Organic chemistry; Escherichia coli; Bacteria; Composite material","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":[0.0007669354,0.00020931,0.0004495808,0.000123921,0.0001057982,0.00004381406,0.0003207551,0.0001939326,0.00009562235],"category_scores_gemma":[0.0003607876,0.0001621716,0.00007555287,0.0003216028,0.0001463963,0.0001001972,0.000074724,0.0002599903,0.00001231081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006238333,"about_ca_system_score_gemma":0.0001471614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000242453,"about_ca_topic_score_gemma":0.00001111495,"domain_scores_codex":[0.9985201,0.0001072884,0.0004566321,0.000350713,0.0002402945,0.0003250053],"domain_scores_gemma":[0.9992284,0.0002975754,0.0001575846,0.0002339848,0.00003674044,0.00004572589],"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":[0.0003816974,0.00009197624,0.002359309,0.0002175825,0.00001525037,0.000004628035,0.00063918,0.0001548616,0.989358,0.00001913845,0.0001359835,0.00662238],"study_design_scores_gemma":[0.001273817,0.0001615997,0.00005471931,0.0009811091,0.00002441752,0.000001241576,0.0001144917,0.0007366964,0.9963749,0.00002499914,0.0001032067,0.0001488131],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971472,0.0005754119,0.00001144946,0.000380984,0.0003210434,0.0002242797,0.000008316193,0.00004732359,0.001283977],"genre_scores_gemma":[0.9996234,0.000004271934,0.00003124072,0.000149597,0.00007765413,0.00001160802,0.000004797676,0.00001508766,0.00008236561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007016876,"threshold_uncertainty_score":0.6613166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816881445892509,"score_gpt":0.2718244478771087,"score_spread":0.2436556334181836,"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."}}