{"id":"W4396956597","doi":"10.1021/acsapm.4c00197","title":"pH-Responsive Antibacterial Surfaces Based on Cross-Linked Phosphonium Polymers","year":2024,"lang":"en","type":"article","venue":"ACS Applied Polymer Materials","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología; Canada Research Chairs","keywords":"Phosphonium; Polymer; Chemistry; Polymer chemistry; Polymer science; Chemical engineering; Materials science; Organic chemistry; Engineering","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":["insufficient_payload"],"category_scores_codex":[0.000177457,0.0004535691,0.0004410288,0.00009852151,0.0002727852,0.000788172,0.0004328829,0.0002953248,0.02002748],"category_scores_gemma":[0.000009318283,0.0004054239,0.0001104886,0.0002080382,0.0002258969,0.0001045564,0.0001150884,0.0001732957,0.001377165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006093729,"about_ca_system_score_gemma":0.0001579173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001896801,"about_ca_topic_score_gemma":0.000001600967,"domain_scores_codex":[0.9977809,0.00002478855,0.0005769166,0.0007605438,0.0002850831,0.0005717324],"domain_scores_gemma":[0.9988922,0.0001565817,0.0001537819,0.0006231001,0.0000343441,0.00013997],"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":[0.0005538766,0.0001052118,0.00001477937,0.0001394183,0.00007723577,0.00001515384,0.0001201953,0.00001477159,0.9931106,0.002915264,0.0018147,0.001118792],"study_design_scores_gemma":[0.0006074038,0.00001798818,0.0001729723,0.0001075999,0.00006356662,0.000003726688,0.00003627846,0.00001830946,0.9776995,0.00005395012,0.02075233,0.0004663395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852779,0.0002814848,0.00001972286,0.0005667316,0.001059939,0.0002435815,0.00139163,0.0004782565,0.01068076],"genre_scores_gemma":[0.992052,0.00004783128,0.00004270911,0.0008338118,0.0007693984,0.0001257428,0.0004893761,0.000122256,0.005516883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01893763,"threshold_uncertainty_score":0.9998398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01036880388058101,"score_gpt":0.2583662150293535,"score_spread":0.2479974111487725,"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."}}