{"id":"W4400950713","doi":"10.1007/s12274-024-6824-x","title":"Gradient layered MXene/Fe3O4@CNTs/TOCNF ultrathin nanocomposite paper exhibiting effective electromagnetic shielding and multifunctionality","year":2024,"lang":"en","type":"article","venue":"Nano Research","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nanocomposite; Electromagnetic shielding; Materials science; Carbon nanotube; Composite material; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005599928,0.0003065044,0.0003680058,0.0003975059,0.000619076,0.001012061,0.0003396754,0.0002062872,0.00194254],"category_scores_gemma":[0.000628888,0.0002720528,0.00009467931,0.0007801205,0.0003643952,0.0004729545,0.0002544411,0.0005622411,0.0007308676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276243,"about_ca_system_score_gemma":0.0001869148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004059619,"about_ca_topic_score_gemma":0.0000516371,"domain_scores_codex":[0.9945537,0.001456863,0.0005296083,0.001105779,0.001182461,0.001171582],"domain_scores_gemma":[0.9972023,0.001730514,0.00006408621,0.0004328543,0.0003205509,0.000249697],"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":[0.0001299196,0.00006757848,0.00009111586,0.0002480558,0.00002081103,0.00005642286,0.0004563454,0.000009241116,0.9909626,0.004716787,0.0006844758,0.002556664],"study_design_scores_gemma":[0.0005273174,0.0009863892,0.006526568,0.0002649175,0.00001707123,0.0001367432,0.0000754399,0.0003931789,0.9836923,0.004407891,0.002649599,0.0003226],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923898,0.002253374,0.000100747,0.0007562683,0.0005768004,0.001232957,0.00003124652,0.0002942569,0.002364567],"genre_scores_gemma":[0.9956787,0.0001144394,0.001468875,0.00009363803,0.0004356212,0.0004156928,0.00001722381,0.00005892153,0.001716881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007270298,"threshold_uncertainty_score":0.9999732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03128612786950388,"score_gpt":0.3338047186896815,"score_spread":0.3025185908201776,"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."}}