{"id":"W7009939907","doi":"","title":"FUNCTIONAL ANTIBACTERIAL SURFACES MADE BY ULTRAFINE POWDER COATING","year":2011,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Coating; Silver nitrate; Polyester; Antibacterial activity; Zeolite; Antibacterial agent; Silver nanoparticle","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001038628,0.0002928811,0.0002439307,0.00009951775,0.0003622805,0.0001425146,0.0005317922,0.0002179444,0.002315124],"category_scores_gemma":[0.00001252771,0.0003245213,0.0001223674,0.0002166059,0.0001433257,0.0008362264,0.0001998285,0.0003920837,0.0004083517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008525224,"about_ca_system_score_gemma":0.0000519496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000191342,"about_ca_topic_score_gemma":0.0001162321,"domain_scores_codex":[0.9985148,0.00004337037,0.0002560504,0.0005334826,0.0002294386,0.0004229029],"domain_scores_gemma":[0.9990647,0.0000402295,0.000206109,0.0003816149,0.0001042085,0.0002031797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007333019,0.0001508458,0.5405446,0.0000269828,0.00005226422,0.00002314084,0.000134707,0.00000178138,0.458796,0.00004904178,0.00002667206,0.0001206255],"study_design_scores_gemma":[0.001231126,0.00003267138,0.5744601,0.00009509459,0.0001031887,0.00003143918,0.0002745557,2.380317e-7,0.4112512,0.00003403811,0.01192111,0.0005652942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964206,0.0000216974,0.0002919079,0.0000978586,0.0001536601,0.0000951827,0.00021503,0.0002100872,0.002494035],"genre_scores_gemma":[0.9741544,0.00003027978,0.00005562614,0.0001600433,0.0001410442,0.000001003876,0.0002630959,0.00004228481,0.02515224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04754489,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08984114047393724,"score_gpt":0.271589140638293,"score_spread":0.1817480001643557,"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."}}