{"id":"W3139100054","doi":"10.1021/acsomega.0c04954","title":"Polymer Brush–GaAs Interface and Its Use as an Antibody-Compatible Platform for Biosensing","year":2021,"lang":"en","type":"article","venue":"ACS Omega","topic":"Molecular Junctions and Nanostructures","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biosensor; Brush; Interface (matter); Polymer; Polymer brush; Nanotechnology; Materials science; Computer science; Composite material; Wetting","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":[],"consensus_categories":[],"category_scores_codex":[0.00003096092,0.0001226982,0.0001290982,0.00007161028,0.00008733423,0.0001332216,0.00004648827,0.0000727373,0.00001163145],"category_scores_gemma":[0.00003946497,0.0001222132,0.00003243876,0.0001413478,0.00001572478,0.000305567,0.00003018956,0.00008205612,0.00000743662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001489658,"about_ca_system_score_gemma":0.00001615669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003065819,"about_ca_topic_score_gemma":0.00004169589,"domain_scores_codex":[0.9994422,0.000006653332,0.0001215296,0.0001739755,0.00006835214,0.000187278],"domain_scores_gemma":[0.9996414,0.00003641909,0.00001544995,0.0001792635,0.00005529825,0.0000721237],"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":[0.00001396824,0.00001286571,0.0001769147,0.00004711389,0.00005772299,0.00001684509,0.0001750125,0.0003218724,0.9928204,0.001914947,0.0005245876,0.00391778],"study_design_scores_gemma":[0.0003287321,0.00004765857,0.001105237,0.00002750768,0.00002295722,0.00008167942,0.00006758952,0.005804002,0.978187,0.0001923433,0.01394947,0.0001858286],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952794,0.001887907,0.001956389,0.00004294396,0.0003603598,0.0000982733,0.00002067233,0.0001060616,0.0002480091],"genre_scores_gemma":[0.9983507,0.00008504793,0.001007342,0.00008977422,0.00005896046,0.00000244436,0.00004306746,0.00003434145,0.0003283255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01463338,"threshold_uncertainty_score":0.4983708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734399454112031,"score_gpt":0.2643569725607566,"score_spread":0.2470129780196363,"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."}}