{"id":"W2553440355","doi":"10.1038/srep36497","title":"Silver nanoparticles-containing dual-function hydrogels based on a guar gum-sodium borohydride system","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Self-healing hydrogels; Sodium borohydride; Guar gum; Silver nanoparticle; Silver nitrate; Reducing agent; Chemical engineering; Materials science; Nanoparticle; Polymer; Sodium polyacrylate; Chemistry; Borohydride; Nanotechnology; Polymer chemistry; Nuclear chemistry; Organic chemistry; Composite material; Raw material","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":[0.00012973,0.0003961871,0.0002016592,0.0001891712,0.00009895428,0.0001937369,0.0001992621,0.000312123,0.0004802279],"category_scores_gemma":[0.00008768651,0.0001724428,0.0001989377,0.00008286315,0.0001839202,0.0002465711,0.000207641,0.0002459309,0.0002352814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618012,"about_ca_system_score_gemma":0.0001075581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001643377,"about_ca_topic_score_gemma":0.0003293664,"domain_scores_codex":[0.9999399,0.00001101496,0.000005660222,0.0000141295,0.00001437377,0.00001494403],"domain_scores_gemma":[0.9999335,0.000009734523,0.00002274223,0.000005319585,0.000007051205,0.00002165413],"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":[0.00002075417,0.000006212424,0.0000192898,0.00002898001,0.000002525093,0.00002020245,0.000004639708,0.00007039811,0.9993117,0.00005347858,0.0000141878,0.0004476628],"study_design_scores_gemma":[0.00001084135,0.00009434397,0.0002331782,0.000002883997,0.000007510414,0.00005654172,0.000003058553,0.0009400373,0.9980652,0.00002378418,0.000557488,0.00000515319],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853489,0.001686654,0.01033868,0.0001819252,0.00007049945,0.00004785291,0.0001125702,0.0003092789,0.001903722],"genre_scores_gemma":[0.9890959,0.0005709012,0.00870415,0.00006753613,0.00001322396,0.00002496784,0.00007413412,0.00002434368,0.001424951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004802279,"threshold_uncertainty_score":0.001606524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286748025709536,"score_gpt":0.2225983337988209,"score_spread":0.2097308535417256,"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."}}