{"id":"W2024159944","doi":"10.1039/c4py01757a","title":"Enzymatically crosslinked alginate hydrogels with improved adhesion properties","year":2015,"lang":"en","type":"article","venue":"Polymer Chemistry","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":173,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Program for New Century Excellent Talents in University; Peking University; National Natural Science Foundation of China","keywords":"Self-healing hydrogels; Catechol; Adhesion; Polymer; Polymer chemistry; Chemistry; Conjugate; Phenol; Chemical engineering; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001164302,0.0004182932,0.0001325916,0.0001214984,0.00006779475,0.0002438315,0.0001488742,0.0002881327,0.001021978],"category_scores_gemma":[0.0001322858,0.0001421686,0.0001893302,0.0001306502,0.00009306834,0.0002392143,0.00012966,0.0004079408,0.0002794783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002279857,"about_ca_system_score_gemma":0.0001196061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003903567,"about_ca_topic_score_gemma":0.0007398577,"domain_scores_codex":[0.9999198,0.000006067269,0.000008752045,0.00001572505,0.0000249779,0.00002471889],"domain_scores_gemma":[0.9998987,0.00001636223,0.00003510389,0.000009181427,0.00001635568,0.00002422451],"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":[0.000007757539,0.000004026743,0.00001402863,0.00001036698,0.000001239171,0.00000911897,0.000002418484,0.0000191562,0.9994265,0.0000218754,0.00001093171,0.0004726878],"study_design_scores_gemma":[0.000002508462,0.0000253159,0.0005443953,0.000001541603,0.000005246578,0.00004642379,0.000002473612,0.0001509217,0.9985219,0.000006937932,0.0006900669,0.000002319793],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865018,0.002565563,0.007822766,0.0001415518,0.00009572395,0.00002582242,0.0002546021,0.0001110538,0.002481126],"genre_scores_gemma":[0.9903694,0.0008621179,0.005182939,0.00008585214,0.00001309985,0.00001891474,0.000192654,0.00002381867,0.003251343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001021978,"threshold_uncertainty_score":0.003418863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990446449937981,"score_gpt":0.2330891532182099,"score_spread":0.2131846887188301,"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."}}