{"id":"W3024200617","doi":"10.1007/s10570-020-03127-4","title":"Palladium nano-catalyst supported on cationic nanocellulose–alginate hydrogel for effective catalytic reactions","year":2020,"lang":"en","type":"article","venue":"Cellulose","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":68,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"China Scholarship Council; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Nanocellulose; Catalysis; Cationic polymerization; Self-healing hydrogels; Materials science; Nanoparticle; Chemical engineering; Periodate; Palladium; Polymer chemistry; Synergistic catalysis; Chemistry; Nanotechnology; Cellulose; Organic chemistry","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":[0.0001845147,0.0003812027,0.0002819674,0.0002415566,0.0001493407,0.0003952444,0.0003832774,0.0003265183,0.00088434],"category_scores_gemma":[0.000200817,0.0001768885,0.0002081421,0.000262992,0.000196296,0.0003966325,0.0003480585,0.0005462507,0.0003377873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004231915,"about_ca_system_score_gemma":0.0002834136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009652646,"about_ca_topic_score_gemma":0.002115192,"domain_scores_codex":[0.9998487,0.00001252462,0.00001286429,0.00003197665,0.00005001701,0.0000438655],"domain_scores_gemma":[0.9999144,0.00001528647,0.00002018296,0.00001042635,0.0000162932,0.00002335723],"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":[0.00005705473,0.00002362181,0.00006092432,0.0000877101,0.000007730323,0.00007506486,0.00002085538,0.0001822954,0.9943324,0.0003092603,0.000154628,0.00468852],"study_design_scores_gemma":[0.000004262058,0.00002808894,0.0001822466,0.000002343693,0.000008521795,0.00003767171,0.000006324736,0.001044795,0.9977048,0.00002273302,0.0009533788,0.000004844472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710686,0.004309063,0.0162809,0.0002720856,0.0001382986,0.00003985458,0.0001712561,0.0003303053,0.007389626],"genre_scores_gemma":[0.993075,0.0008844323,0.003370764,0.00004027639,0.0000122271,0.00001024371,0.00005915777,0.00003577521,0.002512133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009652646,"threshold_uncertainty_score":0.003070474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01598200666764735,"score_gpt":0.2407141906460542,"score_spread":0.2247321839784069,"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."}}