{"id":"W4382560797","doi":"10.3390/polym15132859","title":"Anthraquinone-Polyaniline-Integrated Textile Platforms for In Situ Electrochemical Production of Hydrogen Peroxide for Microbial Deactivation","year":2023,"lang":"en","type":"article","venue":"Polymers","topic":"Conducting polymers and applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyaniline; Hydrogen peroxide; Anthraquinone; Textile; Bacterial cellulose; Materials science; Antibacterial activity; Electrochemistry; Carbon nanotube; Chemical engineering; Cellulose; Chemistry; Nanotechnology; Nuclear chemistry; Polymer; Organic chemistry; Composite material; Bacteria; Electrode; Polymerization","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":[],"consensus_categories":[],"category_scores_codex":[0.0002734098,0.0001247053,0.0002002252,0.0001569197,0.000102427,0.00001466521,0.0001402922,0.00008195007,0.00003386603],"category_scores_gemma":[0.0001837752,0.000117083,0.00008172046,0.0004527925,0.00007664852,0.0001392972,0.00002129065,0.00005944507,0.00001089846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006564204,"about_ca_system_score_gemma":0.00009992389,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536827,"about_ca_topic_score_gemma":0.0001112488,"domain_scores_codex":[0.9988763,0.000008032335,0.0003350969,0.0003369633,0.0001049509,0.0003386021],"domain_scores_gemma":[0.9994479,0.0001207548,0.0001492336,0.0001761404,0.00006407801,0.00004191747],"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":[0.0001426007,0.000058231,0.00003262849,0.00003230735,0.000005714042,8.567794e-8,0.0003155362,0.00001220495,0.9957313,0.0001453594,0.0004459255,0.003078139],"study_design_scores_gemma":[0.0004580733,0.00006447674,0.00006856216,0.00002150296,0.00001548921,0.000003175391,0.0004907827,0.0001721442,0.9977826,0.0003187517,0.0004745954,0.0001297964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973758,0.00004668192,0.0008850874,0.0005143352,0.0002590177,0.0007342053,0.00004989875,0.0001012944,0.00003361511],"genre_scores_gemma":[0.9979715,0.000005605345,0.0007746653,0.00002610188,0.000149661,0.0003238813,0.0002259842,0.00002463587,0.0004980071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002948343,"threshold_uncertainty_score":0.4774505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343993047842951,"score_gpt":0.2836507779115017,"score_spread":0.2602108474330722,"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."}}