{"id":"W3175071746","doi":"10.1088/2058-8585/abf986","title":"The 2021 flexible and printed electronics roadmap","year":2021,"lang":"en","type":"article","venue":"Flexible and Printed Electronics","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":206,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Windsor","funders":"Defense Advanced Research Projects Agency; Institute of Microelectronics of the Chinese Academy of Sciences; National Institutes of Health; Key Laboratory of Microelectronic Devices Integrated Technology, Chinese Academy of Sciences; National Institute of Biomedical Imaging and Bioengineering; Åbo Akademi; Air Force Research Laboratory; Division of Materials Research; National Research Foundation of Korea; Horizon 2020 Framework Programme; Academy of Finland; Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Stiftelsen för Åbo Akademi; Chinese Academy of Sciences; National Natural Science Foundation of China; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and ICT, South Korea; Alfred P. Sloan Foundation; Deutsche Forschungsgemeinschaft; National Key Research and Development Program of China; National Research Foundation; European Commission; National Science Foundation","keywords":"Vision; Electronics; Technology roadmap; Resource (disambiguation); Systems engineering; Key (lock); Nanotechnology; Computer science; Field (mathematics); Engineering; Manufacturing engineering; Electrical engineering; Materials science; Business","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"],"consensus_categories":[],"category_scores_codex":[0.0002547755,0.0003108364,0.0003109166,0.00005704047,0.0003482389,0.0002403017,0.0001656567,0.0001528756,0.00007429438],"category_scores_gemma":[0.0001286214,0.0002672786,0.00005833797,0.0003387541,0.00008456578,0.0001578982,0.0001185459,0.0004753589,0.00002251205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138787,"about_ca_system_score_gemma":0.0001340327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001053896,"about_ca_topic_score_gemma":0.0001303858,"domain_scores_codex":[0.998152,0.00007160637,0.0003507779,0.0003861265,0.0001620079,0.0008774555],"domain_scores_gemma":[0.9990999,0.0001620282,0.00005291632,0.0004225399,0.0001122572,0.0001504092],"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":[0.0002520119,0.00009940674,0.000417384,0.0004295344,0.000720668,0.0000680557,0.0004980463,0.03525541,0.6408679,0.1202886,0.002921992,0.1981809],"study_design_scores_gemma":[0.0005221035,0.000111561,0.0003420763,0.00006330864,0.00004481345,0.0001556435,0.00008479875,0.007513994,0.4991193,0.008712667,0.4828818,0.0004478937],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8638865,0.09357897,0.01560257,0.0009961395,0.001029463,0.0004428543,0.00002099878,0.001419223,0.02302327],"genre_scores_gemma":[0.9044821,0.07855842,0.002117387,0.0002342677,0.0003784854,0.00006654111,0.00008782718,0.0001748357,0.01390016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4799598,"threshold_uncertainty_score":0.9999779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009038094103454665,"score_gpt":0.2268822200207427,"score_spread":0.217844125917288,"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."}}