{"id":"W2010157273","doi":"10.1021/la2038526","title":"Tandem Modular Protein-Based Hydrogels Constructed Using a Novel Two-Component Approach","year":2011,"lang":"en","type":"article","venue":"Langmuir","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Tandem; Modular design; Component (thermodynamics); Self-healing hydrogels; Chemistry; Nanotechnology; Computer science; Combinatorial chemistry; Materials science; Polymer chemistry; Operating system; Physics; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001769817,0.0006125038,0.0002454729,0.0003237395,0.0001541901,0.0002740786,0.0004611425,0.0004605115,0.0005690213],"category_scores_gemma":[0.000119266,0.0002131756,0.0002367411,0.0001964072,0.0002327727,0.0003978769,0.0003988583,0.0005812839,0.0003394095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003294255,"about_ca_system_score_gemma":0.0002349592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113261,"about_ca_topic_score_gemma":0.000368338,"domain_scores_codex":[0.9998745,0.00001666708,0.000009502216,0.00003406193,0.00004312447,0.00002204001],"domain_scores_gemma":[0.9999324,0.00001062337,0.00002372817,0.000006295589,0.000009902227,0.00001700613],"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":[0.00001420862,0.00001441036,0.00002682826,0.0000369979,0.00000345843,0.00003417898,0.000007096995,0.000121088,0.997683,0.0003011288,0.00003514378,0.001722386],"study_design_scores_gemma":[0.000009103772,0.00006768238,0.0002082661,0.00000239002,0.000007624397,0.0001978498,0.000003523712,0.001318441,0.9950678,0.00005054139,0.003057737,0.000009015413],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7848709,0.005346931,0.2011038,0.000583255,0.0002268566,0.0004711783,0.0005462361,0.00100597,0.005844759],"genre_scores_gemma":[0.8351298,0.002382854,0.1537336,0.0002882971,0.0000326568,0.0002761043,0.0004650806,0.0001031315,0.00758853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006125038,"threshold_uncertainty_score":0.002390146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04237688846858495,"score_gpt":0.2389656972524012,"score_spread":0.1965888087838163,"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."}}