{"id":"W4246880513","doi":"10.1002/ange.201406099","title":"In Vivo Residue‐Specific Dopa‐Incorporated Engineered Mussel Bioglue with Enhanced Adhesion and Water Resistance","year":2014,"lang":"en","type":"article","venue":"Angewandte Chemie","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chemistry; Self-healing hydrogels; Adhesive; Tyrosine; Residue (chemistry); Mussel; In vivo; Adhesion; Biochemistry; Combinatorial chemistry; Biophysics; Organic chemistry; Biology; Biotechnology","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":[0.0002804875,0.000230101,0.0003062026,0.00009965327,0.00009806899,0.00007265133,0.0001436001,0.00006591723,0.0003319397],"category_scores_gemma":[0.00004407954,0.0001590592,0.00002321492,0.0001920874,0.0001311608,0.0003432759,0.00007456929,0.0001143693,0.00009523085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006062394,"about_ca_system_score_gemma":0.00001417897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001018431,"about_ca_topic_score_gemma":0.000427217,"domain_scores_codex":[0.9986158,0.00004711384,0.0002790893,0.0004669664,0.0002191213,0.0003719108],"domain_scores_gemma":[0.9992843,0.0001332509,0.00008947674,0.000320344,0.0000896299,0.00008303059],"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":[0.0002396377,0.00002544554,0.0001598016,0.00003297687,0.000006829319,0.00001476795,0.000579613,0.00000684336,0.9942164,0.00002713003,0.004675634,0.00001487166],"study_design_scores_gemma":[0.0007141492,0.00004583961,0.0002927954,0.0001119448,0.0000079386,0.000006649524,0.0001365431,0.000002899475,0.9807066,0.0001228324,0.01760328,0.0002485749],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943816,0.0005480018,0.0001991302,0.0007194551,0.0002417442,0.0001377,0.00001913156,0.0001030632,0.003650173],"genre_scores_gemma":[0.9956935,0.0001109501,0.001098051,0.0001727752,0.00008099787,0.00004102368,0.000006737935,0.00002741061,0.002768563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0135099,"threshold_uncertainty_score":0.6486245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092955289809622,"score_gpt":0.219603123556801,"score_spread":0.2086735706587048,"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."}}