{"id":"W4321098550","doi":"10.1002/admt.202201897","title":"Emerging Trends in 2D Flexible Electronics","year":2023,"lang":"en","type":"article","venue":"Advanced Materials Technologies","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; King Khalid University; National Research Foundation","keywords":"Electronics; Flexible electronics; Wearable technology; Exfoliation joint; Nanotechnology; Wearable computer; Materials science; Computer science; Electrical engineering; Graphene; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005441497,0.0002872964,0.0003980531,0.0008539,0.0001807249,0.001171834,0.0004176142,0.001145548,0.003984841],"category_scores_gemma":[0.0003849299,0.0002289393,0.0002950758,0.0007943628,0.0005230338,0.002159575,0.0006327095,0.0009813224,0.0008120806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000414282,"about_ca_system_score_gemma":0.0002731028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001692051,"about_ca_topic_score_gemma":0.0003704237,"domain_scores_codex":[0.9998517,0.00002470658,0.000009798091,0.00003042206,0.00006069798,0.00002274981],"domain_scores_gemma":[0.9996949,0.0001807407,0.00003345468,0.00001322454,0.00005581624,0.00002183812],"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":[0.0001027969,0.0001866915,0.001215606,0.008557541,0.00005298543,0.0009180455,0.000333932,0.004740279,0.04991433,0.2341023,0.0261573,0.6737181],"study_design_scores_gemma":[0.00001749778,0.0002884209,0.001593215,0.001058743,0.00002986247,0.002069028,0.0002406044,0.007158581,0.01144078,0.06262457,0.913425,0.00005369112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01099853,0.9484497,0.009818625,0.005558899,0.00110675,0.00002229167,0.0001128921,0.00008661093,0.02384569],"genre_scores_gemma":[0.09504853,0.8741034,0.01731474,0.00337853,0.002167153,0.00006495108,0.0001785958,0.00002723961,0.007716794],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003984841,"threshold_uncertainty_score":0.01333064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01261114447441557,"score_gpt":0.2580329476773675,"score_spread":0.245421803202952,"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."}}