{"id":"W4384627269","doi":"10.1021/acsami.3c05791","title":"Preparation of a Novel Formaldehyde-Free Impregnated Decorative Paper Containing MnO<sub>2</sub> Nanoparticles for Highly Efficient Formaldehyde Removal","year":2023,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Supercapacitor Materials and Fabrication","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"National Natural Science Foundation of China","keywords":"Materials science; Formaldehyde; Silane; Chemical engineering; Leaching (pedology); Adsorption; Composite material; Organic chemistry; Chemistry","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":[0.00008623963,0.0005441842,0.0002183855,0.0001737843,0.00009305104,0.0002016701,0.0002819402,0.0004116799,0.0006397545],"category_scores_gemma":[0.0001191073,0.0001860878,0.0002599682,0.00009247156,0.0001153606,0.0002228058,0.0001820919,0.000245827,0.0002537695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001308518,"about_ca_system_score_gemma":0.00007632422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002052811,"about_ca_topic_score_gemma":0.0005916646,"domain_scores_codex":[0.9999359,0.000004539119,0.000005643414,0.00002069941,0.00002205957,0.00001123903],"domain_scores_gemma":[0.9999288,0.000009176643,0.00002756297,0.000006812008,0.00001542584,0.00001228153],"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":[0.000006590478,0.000004362217,0.0000322525,0.00002223404,0.000003138387,0.00002561298,0.000002794749,0.00004121202,0.9990689,0.00001096743,0.000009953194,0.0007720691],"study_design_scores_gemma":[0.000003027935,0.00008001903,0.0006909064,0.000002096755,0.000009243725,0.00006516727,0.000004438975,0.0004606789,0.9975546,0.000007967313,0.001118831,0.0000030529],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9718303,0.001347619,0.02441576,0.00007262599,0.0001320661,0.00007314564,0.0001650571,0.0002025371,0.001760832],"genre_scores_gemma":[0.9624639,0.001140404,0.03097434,0.00008614938,0.00003006489,0.00005906708,0.000220966,0.00005372152,0.004971415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006397545,"threshold_uncertainty_score":0.002140224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121423454044523,"score_gpt":0.2712153369231006,"score_spread":0.2500011023826553,"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."}}