{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001468995,0.0002440596,0.0002120444,0.000134665,0.0004190875,0.0001465821,0.0001790871,0.0001591426,0.00006334699],"category_scores_gemma":[0.0003104284,0.0001772967,0.0001649846,0.0002591353,0.0002573968,0.00001929646,0.00009296127,0.00006405622,0.0002105055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001185582,"about_ca_system_score_gemma":0.0002409921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003409431,"about_ca_topic_score_gemma":0.00002337165,"domain_scores_codex":[0.9971089,0.0001175756,0.0006125058,0.001187274,0.0004893857,0.0004843484],"domain_scores_gemma":[0.9975315,0.00002795361,0.0003301987,0.001736884,0.0001915162,0.0001819017],"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":[0.00007640236,0.00007936772,0.001091441,0.00001787096,0.0000298515,0.00004902786,0.00002553267,0.0001525106,0.9923335,0.00005926439,0.003211777,0.002873478],"study_design_scores_gemma":[0.0002489982,0.000145386,0.0002017412,0.00009841641,0.00003674148,0.000094777,0.00004201621,0.0005354711,0.8842258,0.0001300176,0.1139864,0.0002542385],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923377,0.0001190373,0.002388555,0.0003599544,0.001788889,0.0004925549,0.00001004976,0.0001267255,0.002376541],"genre_scores_gemma":[0.9966899,0.000001601,0.0002293289,0.0001503111,0.0001968178,0.0002462429,0.00005033808,0.00004505614,0.002390405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1107746,"threshold_uncertainty_score":0.7229951,"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."}}