{"id":"W2051265281","doi":"10.1021/am3010847","title":"Noneluting Enzymatic Antibiofilm Coatings","year":2012,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Bacterial biofilms and quorum sensing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kane Biotech (Canada)","funders":"National Institute of Allergy and Infectious Diseases; US-UK Fulbright Commission; National Center for Research Resources; U.S. Department of State","keywords":"Materials science; Biofilm; Glutaraldehyde; Coating; Allylamine; Chemical engineering; Surface modification; Methacrylic acid; Polymer; Layer by layer; Polyelectrolyte; Layer (electronics); Nanotechnology; Composite material; Organic chemistry; Monomer; Bacteria; Chemistry","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":[0.000212959,0.000511418,0.0002452867,0.0001912682,0.00009999552,0.0003310807,0.0003586079,0.000355237,0.0007283918],"category_scores_gemma":[0.0002708944,0.0001978179,0.0002252823,0.0001222042,0.000145812,0.0002294997,0.0002178466,0.0003754117,0.0003860706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343989,"about_ca_system_score_gemma":0.0001649438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005521325,"about_ca_topic_score_gemma":0.0007806999,"domain_scores_codex":[0.9997479,0.00001922108,0.00002132584,0.00006644492,0.000112392,0.00003272435],"domain_scores_gemma":[0.9998125,0.00003730134,0.00004972214,0.00002195048,0.00005050227,0.00002796921],"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":[0.000003118335,0.000003392923,0.00003143807,0.00001573458,0.000001199139,0.000009140671,0.000002168639,0.0000131338,0.9989952,0.00001365077,0.000006660662,0.0009051859],"study_design_scores_gemma":[0.000001833521,0.00004732308,0.0004904033,0.000002764726,0.000003812067,0.00006746664,0.000003119126,0.0002911224,0.9979059,0.000005716655,0.001178812,0.000001852164],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426378,0.007495961,0.04610569,0.0002152778,0.00009316725,0.0000983362,0.0002780815,0.0002699854,0.002805648],"genre_scores_gemma":[0.943063,0.003107622,0.0482824,0.0001147367,0.00002574905,0.00006628381,0.0004353859,0.00005157366,0.00485331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007283918,"threshold_uncertainty_score":0.002436757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150048557872917,"score_gpt":0.2379865745707237,"score_spread":0.2264860889919945,"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."}}