{"id":"W4400313712","doi":"10.1007/s00396-024-05280-9","title":"Visible light-responsive all-organic polyurethane antibacterial coatings using a polythiophene derivative","year":2024,"lang":"en","type":"article","venue":"Colloid & Polymer Science","topic":"Polydiacetylene-based materials and applications","field":"Chemistry","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Polythiophene; Polyurethane; Derivative (finance); Materials science; Visible spectrum; Polymer chemistry; Photochemistry; Conductive polymer; Chemistry; Composite material; Optoelectronics; Polymer; Business","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":[0.0001253276,0.0004331898,0.0001928513,0.0001401491,0.0001353631,0.0003382765,0.0003475815,0.0003563904,0.0008146178],"category_scores_gemma":[0.0001807504,0.0003031852,0.0002033936,0.0001397445,0.0002217183,0.0002639364,0.0002407686,0.0004268981,0.0003367078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790547,"about_ca_system_score_gemma":0.0002349328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005501091,"about_ca_topic_score_gemma":0.001247525,"domain_scores_codex":[0.9998496,0.00001344705,0.000008240266,0.00003046089,0.00005127329,0.00004702177],"domain_scores_gemma":[0.9998813,0.00002542624,0.0000297498,0.00001566123,0.00002156393,0.00002625992],"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":[0.00001753301,0.000005724651,0.00001633648,0.00001987033,0.000001485885,0.00002298908,0.00000677559,0.00003524151,0.9990129,0.00003837927,0.00001814911,0.000804675],"study_design_scores_gemma":[0.000003190806,0.00003141252,0.0002309296,0.000001402475,0.000002532826,0.00002643641,0.000003420631,0.0004687123,0.9988071,0.000005101024,0.0004173382,0.000002495751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823203,0.001944276,0.0107059,0.0001116935,0.0001034865,0.00003816776,0.00008706236,0.0002403601,0.00444873],"genre_scores_gemma":[0.987748,0.0007941278,0.006777552,0.00006938376,0.00001749812,0.00002532709,0.00006315861,0.00003992849,0.004464888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008146178,"threshold_uncertainty_score":0.002725184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01668107429394528,"score_gpt":0.283580442547878,"score_spread":0.2668993682539327,"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."}}