{"id":"W4206720523","doi":"10.1002/advs.202105084","title":"A New Class of Electronic Devices Based on Flexible Porous Substrates","year":2022,"lang":"en","type":"review","venue":"Advanced Science","topic":"Advanced Sensor and Energy Harvesting Materials","field":"Engineering","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council","keywords":"Electronics; Materials science; Nanotechnology; Substrate (aquarium); Porosity; Flexibility (engineering); Flexible electronics; Biocompatibility; Porous medium; Computer science; Composite material; Engineering; Electrical engineering","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":[0.0003191467,0.0004014845,0.0009459652,0.0003384769,0.0001560945,0.00004783889,0.0008393616,0.0000787503,0.0001951501],"category_scores_gemma":[0.0001271429,0.0003633846,0.0001403164,0.001453319,0.0001330697,0.0002883222,0.00005435291,0.0003292644,0.00001866131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350985,"about_ca_system_score_gemma":0.0006987976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001680067,"about_ca_topic_score_gemma":0.00001078904,"domain_scores_codex":[0.9977614,0.00003964511,0.0005152542,0.0005103356,0.0004802234,0.0006931951],"domain_scores_gemma":[0.9987723,0.000281928,0.0002221691,0.0005549972,0.00003082723,0.0001377995],"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":[0.000004881668,0.00001132463,2.675597e-7,0.002149553,0.00001078205,0.00000563174,0.00001339476,0.4002437,0.0007096842,0.001130236,0.00001845566,0.5957021],"study_design_scores_gemma":[0.0001347873,0.0001444683,0.000001550764,0.00168655,0.00006017608,0.00001237945,0.00001472641,0.001165901,0.003100555,0.0002938511,0.9929069,0.0004781765],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002174181,0.9909012,0.001634936,0.000002986889,0.0007237562,0.000294393,0.00002785616,0.0004559891,0.005741512],"genre_scores_gemma":[0.002918584,0.9923044,0.004250669,0.00002720288,0.00006553933,0.00006141025,0.00003337892,0.00008742238,0.0002514125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9928885,"threshold_uncertainty_score":0.9998818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034706166345845,"score_gpt":0.2961233669544076,"score_spread":0.2657763052909491,"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."}}