{"id":"W4409885821","doi":"10.3390/molecules30091955","title":"A Review on Multifunctional Polymer–MXene Hybrid Materials for Electronic Applications","year":2025,"lang":"en","type":"review","venue":"Molecules","topic":"MXene and MAX Phase Materials","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"MXenes; Materials science; Nanotechnology; Nanomaterials; Nanocomposite; Electromagnetic shielding; Composite material","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008277877,0.0006141327,0.002047519,0.0002030139,0.0002100028,0.0001436937,0.0006225237,0.0001702855,0.001750628],"category_scores_gemma":[0.0001983458,0.0004908967,0.0004907945,0.0002083752,0.00005919696,0.00005600888,0.0001397039,0.0001130612,0.0008226263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002058326,"about_ca_system_score_gemma":0.00092094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000136458,"about_ca_topic_score_gemma":0.000002263147,"domain_scores_codex":[0.996867,0.000287256,0.001031946,0.0008923268,0.0003026621,0.0006188133],"domain_scores_gemma":[0.9980563,0.0003225768,0.0005528139,0.0008236967,0.0001533245,0.00009129056],"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":[0.00004702187,0.0002497592,2.212462e-9,0.2825179,0.0001535594,0.000005229542,0.000002010363,6.285848e-7,0.0403883,0.02013917,0.06949696,0.5869995],"study_design_scores_gemma":[0.0001614298,0.00007638338,5.585063e-9,0.03231556,0.0007290831,0.00001900904,3.74418e-7,1.74928e-7,0.06573627,0.0003352225,0.9002317,0.0003947894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003432686,0.9875355,0.002693314,0.00009968755,0.0006399145,0.004486007,0.003868673,0.0001567425,0.0005167134],"genre_scores_gemma":[0.000001948858,0.9797801,0.0002607931,0.001445559,0.0004347308,0.01289973,0.001761275,0.00007599539,0.00333987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8307347,"threshold_uncertainty_score":0.9999554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0283084296830609,"score_gpt":0.340425064973583,"score_spread":0.3121166352905221,"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."}}