{"id":"W4225993371","doi":"10.1039/d2py00262k","title":"Uniform, length-tunable antibacterial 1D diblock copolymer nanofibers","year":2022,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología; Canada Research Chairs; Canada Foundation for Innovation; University of Victoria","keywords":"Dispersity; Nanofiber; Copolymer; Materials science; Chemical engineering; Nanotechnology; Polymer chemistry; Composite material; Polymer","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006207526,0.0002832012,0.0002495383,0.00002281581,0.0007226641,0.00006621127,0.0005772953,0.0001122695,0.05403114],"category_scores_gemma":[0.000005287491,0.0003122778,0.0001715031,0.0002261833,0.0001295513,0.00008543544,0.0004459018,0.0003499217,0.0001026443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213135,"about_ca_system_score_gemma":0.0001285652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001883927,"about_ca_topic_score_gemma":8.704895e-7,"domain_scores_codex":[0.9982944,0.00001010218,0.0003497953,0.000504256,0.0003083618,0.0005331453],"domain_scores_gemma":[0.9989824,0.00002737656,0.0001740879,0.0006143638,0.00002630603,0.0001754491],"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":[0.00003919049,0.0002006232,0.0003577349,0.00007249138,0.00006190268,0.00001061073,0.00009085755,0.000006040306,0.98658,0.00008783292,0.01187995,0.0006127422],"study_design_scores_gemma":[0.0005056222,0.000004643909,0.000008839715,0.000009139505,0.00003981871,0.00005030015,0.0003062924,0.00004640964,0.8233647,0.00001920184,0.1753133,0.0003317322],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8807702,0.0005565943,0.0000330762,0.0007390467,0.0002180064,0.00007579086,0.0005876181,0.0002563146,0.1167634],"genre_scores_gemma":[0.9015009,0.00003089218,0.00007542905,0.0003274833,0.0004489246,0.00009710808,0.0005480282,0.00006380558,0.09690744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1634334,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00750765851317045,"score_gpt":0.2071807611742975,"score_spread":0.199673102661127,"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."}}