{"id":"W2186952598","doi":"10.1021/acs.langmuir.5b01644","title":"Surface Characterization and <i>in situ</i> Protein Adsorption Studies on Carbene-Modified Polymers","year":2015,"lang":"en","type":"article","venue":"Langmuir","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; University of Auckland; Government of Canada; Government of Ontario; Alexander Graham Bell Association for the Deaf and Hard of Hearing","keywords":"Quartz crystal microbalance; Chemistry; Monolayer; Adsorption; X-ray photoelectron spectroscopy; Ethylene glycol; Surface modification; Polystyrene; Contact angle; Carbene; Chemical modification; Polymer chemistry; Bovine serum albumin; Polymer; Organic chemistry; Chemical engineering; Physical chemistry; Chromatography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002263161,0.0004050101,0.0001820699,0.0002287377,0.0002516046,0.0002054991,0.0002694342,0.0002692288,0.001163384],"category_scores_gemma":[0.0003466724,0.0001376664,0.0002139061,0.0002983283,0.000248882,0.0002630276,0.0001142113,0.0003876786,0.0002447202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330036,"about_ca_system_score_gemma":0.0001173163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001367256,"about_ca_topic_score_gemma":0.001554101,"domain_scores_codex":[0.9998093,0.00002343863,0.000009657752,0.00004109474,0.00007388945,0.00004262107],"domain_scores_gemma":[0.9997515,0.00009734502,0.00004270934,0.00002072949,0.00006559162,0.00002221948],"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":[0.00001093969,0.000006660274,0.00007345306,0.00001467932,0.000001924071,0.000009697853,0.00001456245,0.00002745235,0.9994087,0.00001593184,0.00001062316,0.000405301],"study_design_scores_gemma":[9.121248e-7,0.00004703355,0.001942484,0.00000102514,0.00000510945,0.0000290171,0.0000155187,0.0003288521,0.9972695,0.0000113031,0.0003465145,0.000002672376],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831038,0.001251933,0.01275564,0.00008703264,0.00002032812,0.00004309467,0.0004055861,0.00009339795,0.00223921],"genre_scores_gemma":[0.9892303,0.0009419413,0.006972953,0.00005314637,0.00001337098,0.00004711939,0.0006104461,0.00003493137,0.002095785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001367256,"threshold_uncertainty_score":0.003891945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01770395751742099,"score_gpt":0.2313984655869946,"score_spread":0.2136945080695736,"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."}}