{"id":"W4229069128","doi":"10.32388/lupzfz","title":"Review of: \"A Mini-Review On MXene Based Textiles For Electromagnetic Interference Shielding Application\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Electromagnetic shielding; Electromagnetic interference; Interference (communication); Materials science; Composite material; Engineering; Electrical engineering","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":[0.003830531,0.0008559718,0.002763506,0.0002308522,0.0001585655,0.00006114402,0.001971766,0.0002120635,0.1033003],"category_scores_gemma":[0.001891774,0.0007427493,0.0006189673,0.000662907,0.0001354425,0.00008625338,0.0002760767,0.0003952144,0.000434028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463692,"about_ca_system_score_gemma":0.0007022543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006376787,"about_ca_topic_score_gemma":0.00001921206,"domain_scores_codex":[0.9935049,0.0007314715,0.002488286,0.001449229,0.001037302,0.0007888178],"domain_scores_gemma":[0.9941153,0.0010879,0.001940666,0.001980306,0.0007055381,0.0001702753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001688828,0.00009350823,5.055694e-8,0.2435873,0.00001329058,7.335867e-7,0.000001531727,5.407634e-7,0.1207042,0.0003424239,0.631826,0.003413474],"study_design_scores_gemma":[0.0002347577,0.001500174,0.000001364747,0.1966685,0.0006590753,0.00001523143,0.000001137564,0.00001429356,0.02461843,0.0002045735,0.7754432,0.0006392348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006048349,0.9247937,0.00105842,0.05566762,0.00152383,0.009392372,0.001480126,0.0002258081,0.005797652],"genre_scores_gemma":[0.00008801919,0.8483543,0.007063993,0.0889919,0.0003429269,0.00949666,0.003418309,0.0001617987,0.04208206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1436172,"threshold_uncertainty_score":0.9995024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03484525770759919,"score_gpt":0.3238625981826181,"score_spread":0.2890173404750189,"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."}}