{"id":"W3157807355","doi":"10.1021/acsami.1c02863","title":"Photocross-Linked Antimicrobial Amino-Siloxane Elastomers","year":2021,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Materials science; Polymer; Siloxane; Elastomer; Singlet oxygen; Solvent; Antimicrobial; Photochemistry; Adhesive; Polymer chemistry; Chemical engineering; Composite material; Organic chemistry; Oxygen; Chemistry","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":[0.0001000645,0.0003491167,0.0004526941,0.00003830953,0.0002428958,0.0003708361,0.0004408157,0.0002170257,0.009862682],"category_scores_gemma":[0.00001477372,0.000345031,0.00003813554,0.0001409571,0.0001952481,0.00009691634,0.0003498077,0.0001681034,0.00108062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005514584,"about_ca_system_score_gemma":0.00007067468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005951845,"about_ca_topic_score_gemma":0.00001435969,"domain_scores_codex":[0.9981114,0.00001428338,0.0005648606,0.0006494214,0.0001678065,0.0004922679],"domain_scores_gemma":[0.9989774,0.00003966501,0.0002316774,0.0005691405,0.00009795569,0.00008412248],"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":[0.00007929197,0.0001622545,0.00001571114,0.0001313641,0.00008403834,0.00001250659,0.0001789024,0.00001152933,0.9924361,0.0008307719,0.005378145,0.0006794129],"study_design_scores_gemma":[0.0005838218,0.00000679123,0.00004187791,0.00005973253,0.00005226195,0.00002994394,0.0002320275,2.735432e-7,0.9869592,0.000133422,0.0115149,0.000385785],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850658,0.00004082327,0.00003112201,0.0003055102,0.0003053906,0.0001785539,0.0004443125,0.0002168098,0.01341173],"genre_scores_gemma":[0.9935548,0.0001171182,0.0005152572,0.0005097162,0.0003046308,0.0001066651,0.0003752827,0.00006768616,0.004448876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008962851,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01244036899132595,"score_gpt":0.2429609490998965,"score_spread":0.2305205801085706,"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."}}