{"id":"W4294051602","doi":"10.1016/j.mtcomm.2022.104349","title":"A novel magnetic cluster modified palladium-cellulose nanocrystal hybrids as recyclable catalyst for 4-nitrophenol reduction","year":2022,"lang":"en","type":"article","venue":"Materials Today Communications","topic":"Nanomaterials for catalytic reactions","field":"Chemistry","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Agency for Science, Technology and Research","keywords":"Materials science; Palladium; Nanocrystal; Catalysis; Cellulose; Cluster (spacecraft); Reduction (mathematics); 4-Nitrophenol; Nitrophenol; Chemical engineering; Nanotechnology; Organic chemistry; Nanoparticle","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":[0.00008356797,0.0002741301,0.0002602361,0.0002146303,0.0001943067,0.0003673302,0.0006357185,0.0004262339,0.001209873],"category_scores_gemma":[0.0001132662,0.0001737312,0.0002064747,0.0001740861,0.0001505961,0.0003296816,0.0002662711,0.000393037,0.0005635757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004211873,"about_ca_system_score_gemma":0.0002182042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312695,"about_ca_topic_score_gemma":0.002704936,"domain_scores_codex":[0.9998982,0.000008423531,0.000005528587,0.00002986674,0.00003447142,0.00002353019],"domain_scores_gemma":[0.9999599,0.000005927479,0.000008733459,0.000005444892,0.000008737476,0.00001123952],"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":[0.00006755572,0.00002789657,0.00006430934,0.00008488688,0.00001249495,0.0001243346,0.00001921365,0.0001774619,0.9930154,0.000334714,0.0003105563,0.005761048],"study_design_scores_gemma":[0.000008230247,0.00006094113,0.0002967569,0.000002265935,0.00001400505,0.00009923838,0.00001109189,0.00165834,0.9949749,0.0000296885,0.002836498,0.000008138643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9651924,0.00395506,0.01705476,0.000390345,0.0001867496,0.00004885063,0.0002898297,0.0006116339,0.01227029],"genre_scores_gemma":[0.9862025,0.0008297726,0.006226589,0.00007459447,0.00001878889,0.00002124521,0.0001655909,0.00005949748,0.006401342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001312695,"threshold_uncertainty_score":0.004047453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574711916593213,"score_gpt":0.2563650158503688,"score_spread":0.2306178966844367,"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."}}