{"id":"W2025730492","doi":"10.1016/j.carbpol.2014.03.009","title":"Impregnation of silver nanoparticles into polysaccharide substrates and their properties","year":2014,"lang":"en","type":"article","venue":"Carbohydrate Polymers","topic":"Nanoparticles: synthesis and applications","field":"Materials Science","cited_by":101,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Science and Technology Development Fund; National Research Council Canada; Academy of Scientific Research and Technology; National Research Centre","keywords":"Polysaccharide; Nanoparticle; Silver nanoparticle; Chemistry; Chemical engineering; Nanotechnology; Polymer science; Materials science; Organic chemistry; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002379382,0.0001342319,0.0001873404,0.00006028815,0.0001230849,0.00005964074,0.0001496317,0.00004448314,0.00006172076],"category_scores_gemma":[0.00004518444,0.00009740402,0.00003847825,0.0001552695,0.0002691677,0.000191187,0.00004725743,0.000033903,0.00002163501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001297234,"about_ca_system_score_gemma":0.00002652049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003413049,"about_ca_topic_score_gemma":0.00002614072,"domain_scores_codex":[0.9990931,0.00007013298,0.0002709888,0.0002393353,0.0001102156,0.0002162063],"domain_scores_gemma":[0.9994226,0.00007349672,0.0001179247,0.0002432117,0.00005203591,0.00009069284],"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":[0.00001044255,0.00002980515,0.0003566045,0.00002137028,0.000006112019,8.448882e-8,0.0009417871,0.00001775502,0.9913177,0.002149512,0.000005402388,0.005143436],"study_design_scores_gemma":[0.0001286949,0.00003615129,0.0007495682,0.0000324797,0.00001655135,8.992324e-7,0.0005104069,0.001540441,0.99589,0.0009232032,0.00004595556,0.000125676],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980513,0.0010675,0.00006636731,0.0004038062,0.00006761993,0.0001321718,0.00000659229,0.00005750428,0.0001470884],"genre_scores_gemma":[0.9996382,0.00002784485,0.0001452322,0.00006107449,0.00003351938,0.00004676053,0.000001061371,0.00001515218,0.00003117624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00501776,"threshold_uncertainty_score":0.3972021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01364875326319442,"score_gpt":0.2135833713971913,"score_spread":0.1999346181339969,"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."}}