{"id":"W2940135700","doi":"10.11575/prism/36337","title":"Carbon Hybrid Materials for Electromagnetic Interference (EMI) Shielding and Charge Storage Applications","year":2019,"lang":"en","type":"dissertation","venue":"PRISM (University of Calgary)","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"EMI; Electromagnetic interference; Electromagnetic shielding; Interference (communication); Materials science; Electromagnetic compatibility; Carbon fibers; Charge (physics); Electrical engineering; Engineering; Physics; Composite material","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004445036,0.0003080231,0.0006515092,0.0002339479,0.0001531617,0.00006928282,0.0005100934,0.0002561395,0.001161452],"category_scores_gemma":[0.00004922202,0.0003900484,0.0000843942,0.0000837398,0.00009573252,0.0001192305,0.00008967692,0.0001380587,0.00005901601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001067355,"about_ca_system_score_gemma":0.0001775516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000385891,"about_ca_topic_score_gemma":0.00001707847,"domain_scores_codex":[0.9982443,0.0001026636,0.0003321054,0.0006320519,0.0002954298,0.000393398],"domain_scores_gemma":[0.998587,0.0001208829,0.0005662579,0.0004178367,0.0002106253,0.00009745635],"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":[0.00023654,0.0000290522,0.000003764764,0.0006658141,0.00001983192,0.000002689427,0.0004136958,4.903729e-8,0.9951569,0.001128754,0.0001866822,0.002156266],"study_design_scores_gemma":[0.0009630664,0.0007214156,0.0008485877,0.0002393111,0.0002967977,0.0000108266,0.0001284681,0.0005444037,0.9926149,0.0019193,0.001089981,0.0006229628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872489,0.0004129128,0.007711945,0.00005441846,0.0004590752,0.001543648,0.00002825125,0.00008390284,0.002456963],"genre_scores_gemma":[0.9672093,0.0004053191,0.01384648,0.00002636348,0.00007373634,0.00004441489,0.0007730426,0.00007682762,0.01754446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02003953,"threshold_uncertainty_score":0.9998552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00788496742284782,"score_gpt":0.2085706206147588,"score_spread":0.200685653191911,"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."}}