{"id":"W4383961227","doi":"10.31399/asm.amp.2020-08.p040","title":"Development and Validation of High-Performance SARS-CoV-2 Antiviral Coatings for High-Touch Surfaces","year":2020,"lang":"en","type":"article","venue":"AM&P Technical Articles","topic":"High-Temperature Coating Behaviors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hatch (Canada); Jewish General Hospital; National Research Council Canada","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; 2019-20 coronavirus outbreak; Gas dynamic cold spray; Component (thermodynamics); Materials science; Microstructure; Computer science; Manufacturing engineering; Metallurgy; Coating; Nanotechnology; Engineering; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001349765,0.0001522193,0.0002340748,0.0000360524,0.00006967471,0.00003298833,0.0001272801,0.00009270008,0.000002370872],"category_scores_gemma":[0.00008672679,0.0001435372,0.00002288871,0.0002189645,0.0000732259,0.0001794092,0.00005561273,0.0001216314,0.000009096171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002583965,"about_ca_system_score_gemma":0.00001479221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001055155,"about_ca_topic_score_gemma":0.000008268933,"domain_scores_codex":[0.9990183,0.00001274658,0.000375415,0.0002062984,0.0001692634,0.0002179524],"domain_scores_gemma":[0.9996421,0.00008451769,0.00005539608,0.0001216417,0.00005264814,0.00004366441],"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":[0.0000140372,0.00002141119,0.003212183,0.0001024214,0.000008024805,7.889475e-7,0.0003873077,0.0003707818,0.9930281,0.0004691472,0.0002216776,0.002164127],"study_design_scores_gemma":[0.0003331409,0.00009748971,0.01415832,0.00004715427,0.00001891176,0.000001176054,0.00002461373,0.0008250615,0.9840109,0.00005595642,0.0002499051,0.0001773315],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970679,0.00001903545,0.00192959,0.0002238489,0.00005086089,0.0002604267,0.000009577934,0.0004279767,0.00001078375],"genre_scores_gemma":[0.9606254,0.000007802177,0.03920281,0.000051812,0.0000282522,0.00003852621,0.00001236775,0.00003069308,0.000002311627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03727322,"threshold_uncertainty_score":0.5853275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582006900144014,"score_gpt":0.2477629773062833,"score_spread":0.2219429083048431,"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."}}