{"id":"W2143477103","doi":"10.3390/polym7111514","title":"Antibacterial/Antiviral Property and Mechanism of Dual-Functional Quaternized Pyridinium-type Copolymer","year":2015,"lang":"en","type":"article","venue":"Polymers","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Pyridinium; Antibacterial activity; Chemistry; Dynamic light scattering; Cytoplasm; Escherichia coli; Staphylococcus aureus; Bacteria; Biophysics; Materials science; Biochemistry; Nanotechnology; Organic chemistry; Biology; Nanoparticle","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":[0.000181257,0.0003341342,0.0001291675,0.0001249528,0.0001104535,0.0001542955,0.000115056,0.0002510266,0.0006363143],"category_scores_gemma":[0.0001467305,0.0001193302,0.0001423713,0.00007018731,0.0002235915,0.0002283135,0.0001167197,0.0002482017,0.0001565305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001239446,"about_ca_system_score_gemma":0.0001064271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001888059,"about_ca_topic_score_gemma":0.0001824981,"domain_scores_codex":[0.9999197,0.00001533002,0.000005819807,0.00002254685,0.00001820685,0.00001837001],"domain_scores_gemma":[0.9999044,0.00001746165,0.00003562879,0.000008259317,0.00001803775,0.00001620178],"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":[0.00005575343,0.000008104918,0.00006726853,0.00003371823,0.000001545045,0.00002493428,0.000007460942,0.00005852825,0.9988117,0.00008283921,0.000009307634,0.0008387943],"study_design_scores_gemma":[0.000008842282,0.0002414592,0.0005961368,0.000002287931,0.000007877527,0.00008356864,0.000005481984,0.0005963531,0.9977156,0.00001936806,0.0007186463,0.000004391472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959807,0.001427739,0.001661167,0.00003909365,0.00002200124,0.00001538149,0.00004031423,0.00002096831,0.0007926837],"genre_scores_gemma":[0.9967197,0.0005352573,0.001981471,0.00002218017,0.000008693645,0.00001192087,0.00003540942,0.000004552879,0.0006809416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006363143,"threshold_uncertainty_score":0.002128661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03389352665999771,"score_gpt":0.2420649486506616,"score_spread":0.2081714219906639,"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."}}