{"id":"W4414105635","doi":"10.1016/j.carbon.2025.120831","title":"Electrospinning for electromagnetic interference shielding: Principles, challenges, and future directions","year":2025,"lang":"en","type":"article","venue":"Carbon","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"EMI; Electrospinning; Electromagnetic shielding; Electromagnetic interference; Wearable computer; Electrical conductor; Shields; Jet (fluid); Scalability","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":[0.00208147,0.0007147987,0.0006216321,0.0007618407,0.0005690932,0.001710596,0.0009622185,0.001796771,0.003009089],"category_scores_gemma":[0.0009500206,0.0004037193,0.0005017048,0.0007450972,0.001301669,0.003489781,0.0008115665,0.002439481,0.001128897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076356,"about_ca_system_score_gemma":0.000999017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004580054,"about_ca_topic_score_gemma":0.001140402,"domain_scores_codex":[0.9995784,0.00009093498,0.00002756025,0.00007644949,0.0001723878,0.00005424815],"domain_scores_gemma":[0.9990935,0.0005405059,0.00007658634,0.00004367322,0.0001916638,0.00005408498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001036871,0.0004274154,0.0007809566,0.01578762,0.00008677941,0.0008012771,0.0006516589,0.004806352,0.11911,0.1441892,0.01889846,0.6943566],"study_design_scores_gemma":[0.00003203989,0.000992566,0.00122482,0.003376102,0.00006875073,0.001898931,0.0007556602,0.00848484,0.08426219,0.07361314,0.8251491,0.0001417284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007182454,0.9464467,0.0248597,0.007943518,0.0007509312,0.00006726439,0.00004569311,0.0001372678,0.01256654],"genre_scores_gemma":[0.04762799,0.9229614,0.02076153,0.002019854,0.0008858438,0.0001523777,0.00006771442,0.00004175176,0.00548148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003009089,"threshold_uncertainty_score":0.01100796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221976451682738,"score_gpt":0.2575202462990521,"score_spread":0.2353004817822247,"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."}}