{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003259071,0.001030282,0.0007848604,0.002207916,0.0002790092,0.0006468253,0.0005722669,0.0007050591,0.005736169],"category_scores_gemma":[0.0003529006,0.0003947993,0.0004467103,0.002202989,0.0001929644,0.00114207,0.0005248372,0.001180087,0.002489614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003386393,"about_ca_system_score_gemma":0.000718269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005451992,"about_ca_topic_score_gemma":0.001342043,"domain_scores_codex":[0.9998761,0.000016679,0.00001856756,0.00002674259,0.00004652636,0.00001533813],"domain_scores_gemma":[0.9998622,0.00006397164,0.00002403189,0.000004509833,0.00003139078,0.00001387436],"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":[0.00005326061,0.000128083,0.0001444174,0.04161892,0.0001283077,0.0003200959,0.0001125795,0.0006812109,0.01285063,0.007434299,0.05317121,0.883357],"study_design_scores_gemma":[0.000005900411,0.00007529361,0.0003196985,0.001991048,0.00006122763,0.0004596958,0.00002057402,0.00006121754,0.001055603,0.0005927989,0.9953452,0.00001186118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003701912,0.9959112,0.0003267077,0.000194667,0.0003392224,0.00001409971,0.00005074754,0.00001644467,0.002776746],"genre_scores_gemma":[0.001018226,0.9964172,0.0004925852,0.0001776288,0.0001534412,0.00001766921,0.00006530071,0.000003266863,0.001654613],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005736169,"threshold_uncertainty_score":0.01918942,"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."}}