{"id":"W4310137259","doi":"10.1016/j.mtphys.2022.100940","title":"Absorption-dominant EMI shielding polymer composite foams: Microstructure and geometry optimization","year":2022,"lang":"en","type":"article","venue":"Materials Today Physics","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Electromagnetic shielding; Composite material; EMI; Composite number; Attenuation; Absorption (acoustics); Electromagnetic interference; Reflection loss; Fabrication; Optics; Electronic 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000200295,0.0003247475,0.000262684,0.0003160727,0.0002238042,0.0003519481,0.000279976,0.0002915143,0.0009775953],"category_scores_gemma":[0.0004293912,0.0002334292,0.0002117408,0.0003050739,0.0002259127,0.0002681388,0.0002196922,0.0002037265,0.0002403395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003568934,"about_ca_system_score_gemma":0.0003488277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007593738,"about_ca_topic_score_gemma":0.001886461,"domain_scores_codex":[0.9999236,0.00001006601,0.000002215991,0.00001336581,0.00003142812,0.00001919776],"domain_scores_gemma":[0.9998141,0.00005637034,0.00005319505,0.00001776153,0.00004521668,0.00001346884],"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":[0.0005197595,0.0002863928,0.002693756,0.0002814896,0.00003833247,0.0001826345,0.00007940945,0.3318763,0.618723,0.006899447,0.0008918246,0.03752762],"study_design_scores_gemma":[0.00007613636,0.0007356255,0.003171105,0.00001817176,0.00007168164,0.0001638128,0.00009085854,0.6719562,0.3195511,0.001366476,0.002770042,0.00002878788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600995,0.0005750375,0.02802536,0.0001263503,0.00001685588,0.00002281129,0.0001806453,0.0001739046,0.01077956],"genre_scores_gemma":[0.9863957,0.0001852915,0.0125199,0.00001039136,0.000005819913,0.00001546413,0.00007308149,0.00003825256,0.0007561144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009775953,"threshold_uncertainty_score":0.003270388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007718401681115094,"score_gpt":0.2178966179858005,"score_spread":0.2101782163046854,"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."}}