{"id":"W2759787946","doi":"10.1021/acs.biomac.7b01369","title":"Decorating a Blank Slate Protein Hydrogel: A General and Robust Approach for Functionalizing Protein Hydrogels","year":2017,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Biochemical and Structural Characterization","field":"Biochemistry, Genetics and Molecular Biology","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Self-healing hydrogels; Nanotechnology; Bioconjugation; Protein engineering; Chemistry; Covalent bond; Tissue engineering; Polymer; Materials science; Biophysics; Biochemistry; Polymer chemistry; Biomedical engineering; Organic chemistry; Engineering; Enzyme; Biology","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":[0.00010897,0.0002095157,0.0001558954,0.00002557559,0.0004703005,0.0001767467,0.0002071821,0.0001925212,0.000003210851],"category_scores_gemma":[0.0001052241,0.000184285,0.0000859852,0.00002835397,0.0001433021,0.00001432341,0.0001625281,0.00005387748,9.410029e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009096436,"about_ca_system_score_gemma":0.00002697012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000226482,"about_ca_topic_score_gemma":0.000005701889,"domain_scores_codex":[0.9989129,0.00002170811,0.0002027026,0.0004932813,0.0001026384,0.0002667652],"domain_scores_gemma":[0.9993128,0.000002631278,0.0001942725,0.0003226648,0.00007364531,0.0000940095],"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":[0.000095905,0.00002087126,0.0003287647,0.00007248123,0.00004311058,0.000001750701,0.00001016905,0.000005606344,0.9962639,0.0004193859,0.00003453888,0.002703527],"study_design_scores_gemma":[0.000641917,0.0001434378,0.0009049491,0.00002752034,0.00001632188,0.00003460918,0.000007877084,0.002759636,0.9935749,0.0004539336,0.001143245,0.0002916465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786614,0.000247537,0.01985543,0.0001311219,0.00003748336,0.0007290026,0.00006851552,0.00002410017,0.0002454007],"genre_scores_gemma":[0.9616026,0.000005804717,0.03668694,0.00006471138,0.0003428734,0.0002486289,0.0005688031,0.00003094722,0.0004486823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0170588,"threshold_uncertainty_score":0.7514923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910761226820787,"score_gpt":0.2467517405140658,"score_spread":0.2276441282458579,"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."}}