{"id":"W4414473255","doi":"10.1002/adem.202501686","title":"Encapsulating Laser‐Induced Graphene to Preserve its Electrical Properties and Enhance its Mechanical Robustness","year":2025,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Graphene research and applications","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Encapsulation (networking); Graphene; Durability; Electrical conductor; Raman spectroscopy; Electrical resistance and conductance; Limiting; Sheet resistance; Flexible electronics","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":[0.00008089363,0.0002444213,0.0001201548,0.0002202071,0.0001075374,0.0002561766,0.0001963191,0.0003487686,0.0004411379],"category_scores_gemma":[0.0001618563,0.0001007572,0.000171036,0.0001518052,0.000164773,0.0002630231,0.0002286342,0.000250979,0.0001815005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419268,"about_ca_system_score_gemma":0.00009210765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001947916,"about_ca_topic_score_gemma":0.0004943652,"domain_scores_codex":[0.999941,0.000005360754,0.000003575646,0.0000123337,0.00001946874,0.0000182794],"domain_scores_gemma":[0.9999249,0.00001497965,0.0000269257,0.00001465506,0.000009444854,0.000009051792],"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":[0.0000109551,0.000006575012,0.00006357669,0.00002039461,0.000002708249,0.00004229067,0.00001059068,0.0002352777,0.9978582,0.00009848265,0.00002530571,0.001625587],"study_design_scores_gemma":[0.000002185706,0.00005963349,0.0005626036,0.000003967897,0.000008328178,0.00005658102,0.000009349033,0.001885726,0.9963283,0.00002442511,0.001053678,0.000005274723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857658,0.0005401903,0.01164505,0.00006255375,0.00003142162,0.00001562249,0.00006802934,0.0001735926,0.001697798],"genre_scores_gemma":[0.9926751,0.000233427,0.005829717,0.00003234172,0.000005285283,0.00001078169,0.00004897638,0.00002225493,0.001142072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0004411379,"threshold_uncertainty_score":0.001475751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083703891346565,"score_gpt":0.2715584354700811,"score_spread":0.2507213965566155,"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."}}