{"id":"W4414530181","doi":"10.3390/microorganisms13102249","title":"Stability and Antimicrobial Efficacy of Reuterin and Bacteriocins (Microcin J25, Nisin Z, and Pediocin PA-1) in Chitosan- and Carboxymethyl-Cellulose-Based Hydrogels","year":2025,"lang":"en","type":"article","venue":"Microorganisms","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Université Laval; Agropur cooperative; Agriculture and Agri-Food Canada","funders":"","keywords":"Self-healing hydrogels; Nisin; Bacteriocin; Chitosan; Antimicrobial; Preservative; Vanillin; Antibacterial activity","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":[0.0001392026,0.0002868987,0.0001014132,0.0001767741,0.00006976823,0.0001876778,0.0001264228,0.0001469585,0.0004200097],"category_scores_gemma":[0.0001791412,0.00009549693,0.0001580704,0.0001552793,0.000116295,0.000232242,0.0001000165,0.0002175975,0.00006631748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002493925,"about_ca_system_score_gemma":0.0001232223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009778258,"about_ca_topic_score_gemma":0.0009677924,"domain_scores_codex":[0.999913,0.00001003059,0.00001073255,0.00002124181,0.0000247059,0.00002032194],"domain_scores_gemma":[0.9998485,0.00002596197,0.00007219474,0.000007235642,0.00001932646,0.00002673512],"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":[0.00007924018,0.00001327334,0.0001464564,0.00001974816,0.000004182581,0.00001429493,0.00001294489,0.0001671622,0.9987102,0.00001687647,0.000007409246,0.0008082587],"study_design_scores_gemma":[0.000004023057,0.0002260792,0.002421179,0.000004953134,0.00001221118,0.00002423451,0.0000152295,0.0008912768,0.9961293,0.000006980237,0.0002586723,0.000005860217],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986975,0.0005322209,0.0003908967,0.00001054021,0.000004075685,0.000004815856,0.00007098633,0.00001015613,0.0002788123],"genre_scores_gemma":[0.9984421,0.0003467193,0.0005933568,0.000009372998,0.000002197177,0.000007791309,0.00007950736,0.000004962982,0.0005141097],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009778258,"threshold_uncertainty_score":0.001944244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008627746577604907,"score_gpt":0.2237367664721307,"score_spread":0.2151090198945258,"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."}}