{"id":"W4415850221","doi":"10.1039/d5mh01681a","title":"Strong and flexible graphene oxide paper for humidity responsive origami metamaterials","year":2025,"lang":"en","type":"article","venue":"Materials Horizons","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada; Fonds de recherche du Québec; China Scholarship Council; Canada Research Chairs; Centre québécois sur les matériaux fonctionnels; Canada Foundation for Innovation; Compute Canada; McGill University; American Heart Association","keywords":"Graphene; Fabrication; Actuator; Oxide; Flexibility (engineering); Metamaterial; Humidity; Cellulose","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":[0.0001073067,0.0003318245,0.0001101621,0.0001953099,0.0001733368,0.0002473899,0.0002545218,0.0003884103,0.001137282],"category_scores_gemma":[0.0001524293,0.0001267359,0.0001974365,0.0001218569,0.0001575516,0.0002965285,0.000219949,0.0004265204,0.0004355533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914963,"about_ca_system_score_gemma":0.00008235395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001476985,"about_ca_topic_score_gemma":0.0005107144,"domain_scores_codex":[0.9999126,0.000008858745,0.000006396044,0.00001712369,0.00003861504,0.00001631405],"domain_scores_gemma":[0.9999291,0.00001700514,0.00001930812,0.00001006758,0.00001042841,0.00001414767],"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":[0.00000729168,0.000008654758,0.00004635574,0.0000315433,0.000001928235,0.000043287,0.00001060792,0.0001562066,0.9972066,0.0003760017,0.00006596987,0.002045603],"study_design_scores_gemma":[0.0000045045,0.00006044211,0.0003388438,0.000004488933,0.000004301792,0.00005319398,0.00000991641,0.001466785,0.9943558,0.0001187355,0.003576353,0.000006747709],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926588,0.005168309,0.05145693,0.0005815914,0.0004965683,0.0001107325,0.0003040133,0.0003472266,0.01494666],"genre_scores_gemma":[0.9699324,0.001260148,0.02484936,0.0001824554,0.00004086916,0.00004068785,0.0001581662,0.00003193127,0.003503988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001137282,"threshold_uncertainty_score":0.003804624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190442901670057,"score_gpt":0.253329616624103,"score_spread":0.2414251876074024,"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."}}