{"id":"W2008551357","doi":"10.1039/c4tb01741b","title":"Improving the protein activity and stability under acidic conditions via site-specific conjugation of a pH-responsive polyelectrolyte","year":2014,"lang":"en","type":"article","venue":"Journal of Materials Chemistry B","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Polyelectrolyte; Surface protein; Chemistry; Chemical engineering; Biophysics; Polymer; Organic chemistry; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001262531,0.0001464694,0.0003733197,0.00002777128,0.0001495922,0.00009582016,0.000159974,0.00006732032,0.0005479541],"category_scores_gemma":[0.0003727628,0.0001039781,0.00006193716,0.00006058913,0.0003643997,0.000263992,0.00007990847,0.0001362541,0.000007561794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007720317,"about_ca_system_score_gemma":0.00007427941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007198887,"about_ca_topic_score_gemma":0.000004608052,"domain_scores_codex":[0.9985358,0.0002846124,0.0005463433,0.0001663955,0.0002851445,0.0001817016],"domain_scores_gemma":[0.9979257,0.0003512948,0.001132779,0.0002247244,0.0003050221,0.00006047793],"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":[0.0004930659,0.00004729496,0.0000255474,0.00007745247,0.00002074412,0.000001006599,0.0001929983,0.000004320555,0.998988,0.00001654301,0.00003089881,0.0001021149],"study_design_scores_gemma":[0.0004001217,0.00007571001,0.001520653,0.00006327005,0.00003019432,0.00007378117,0.0002400111,0.00001006193,0.9971247,0.0003130892,0.00005406703,0.00009430079],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978067,0.0001677423,0.0008736635,0.0006230393,0.0002442769,0.0001436581,0.00006145615,0.00001291138,0.00006650294],"genre_scores_gemma":[0.9996001,0.00001452651,0.0001352927,0.00002775912,0.00016836,0.00001063592,0.000001175387,0.00001044661,0.00003175926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001863273,"threshold_uncertainty_score":0.5999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134082306641641,"score_gpt":0.2475503640388893,"score_spread":0.2341421333747252,"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."}}