{"id":"W4287455447","doi":"10.1039/d2ta04706c","title":"Air-permeable and flexible multifunctional cellulose-based textiles for bio-protection, thermal heating conversion, and electromagnetic interference shielding","year":2022,"lang":"en","type":"article","venue":"Journal of Materials Chemistry A","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; Natural Science Foundation of Jiangsu Province; China Postdoctoral Science Foundation","keywords":"Electromagnetic shielding; Electromagnetic interference; EMI; Materials science; Textile; Wearable computer; Thermal; Thermal protection; Composite material; Electrical engineering; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001386747,0.0002080078,0.0003791,0.0000750607,0.0003765502,0.0001702917,0.0002090782,0.00007731486,0.005193997],"category_scores_gemma":[0.000203883,0.0001970027,0.00005429688,0.00008688647,0.0001250439,0.0001807407,0.0001220316,0.0001442355,0.000003185437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001098161,"about_ca_system_score_gemma":0.000148228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002700587,"about_ca_topic_score_gemma":2.191317e-7,"domain_scores_codex":[0.9982306,0.0001706071,0.000674442,0.0003012166,0.0002999284,0.0003231755],"domain_scores_gemma":[0.9987643,0.0001755555,0.0006177105,0.000135479,0.0001991801,0.0001078276],"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":[0.0007553496,0.00005771547,0.00002706402,0.0002996803,0.00001321093,0.000005295698,0.0000958126,0.0003853986,0.9980792,0.00001885604,0.0001876514,0.00007473895],"study_design_scores_gemma":[0.001360048,0.0007968311,0.0002382108,0.00007070009,0.00004671614,0.0003273591,0.0001656711,0.000469433,0.995704,0.0003100768,0.0003098765,0.0002010612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979456,0.0002125649,0.0006322715,0.0003908049,0.0004447187,0.0002428918,0.00005697432,0.0000353868,0.0000387695],"genre_scores_gemma":[0.9963319,0.000009957354,0.002760535,0.0001204581,0.0002845196,0.00006771193,0.00001127138,0.00002594189,0.000387717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005190812,"threshold_uncertainty_score":0.9957154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01589057180076398,"score_gpt":0.2232244299871989,"score_spread":0.2073338581864349,"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."}}